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2023 Become AWS SageMaker ML Engineer in 30 Days + ChatGPT
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2023 Become AWS SageMaker ML Engineer in 30 Days + ChatGPT

Build 30+ ML Projects in 30 Days in AWS, Master SageMaker JumpStart, Canvas, AutoPilot, DataWrangler, Lambda & S3

Udemy Link - https://www.udemy.com/course/become-an-aws-machine-learning-engineer-in-30-days-new-2022/

Please seed as much as you can!

01 - Introduction/001 Welcome To the Course!.mp430.21 MiB
01 - Introduction/001 Welcome To the Course!_en.srt1.94 KiB
02 - PART 1 AWS & ML STARTER PACK!/001 Welcome to Part 1 AWS and Machine Learning Starter Pack!.html1.61 KiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/001 Day Welcome Message.mp45.26 MiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/001 Day Welcome Message_en.srt1.28 KiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/002 AWS-Essentials-Starter-Pack-Part-1.pptx9.46 MiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/002 Please Download Today's Materials.html87 B
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/003 What is AWS & Cloud Computing Who Uses them What are their benefits.mp4150.15 MiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/003 What is AWS & Cloud Computing Who Uses them What are their benefits_en.srt11.69 KiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/004 AWS Signup and AWS Management Console Tour.mp462.7 MiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/004 AWS Signup and AWS Management Console Tour_en.srt13.81 KiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/005 Regions Vs. Availability Zones.mp455.56 MiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/005 Regions Vs. Availability Zones_en.srt13.63 KiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/006 What's Included in the AWS Free Tier.mp458.35 MiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/006 What's Included in the AWS Free Tier_en.srt10.82 KiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/007 Billing Dashboard and Alarm Setup.mp451.91 MiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/007 Billing Dashboard and Alarm Setup_en.srt13.11 KiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/008 Request Service Limit Increase.mp448.9 MiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/008 Request Service Limit Increase_en.srt9.89 KiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/009 Identity and Access Management (IAM) & Multifactor Authentication (MFA).mp4152.46 MiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/009 Identity and Access Management (IAM) & Multifactor Authentication (MFA)_en.srt29.59 KiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/010 Day End Message.mp41.96 MiB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/010 Day End Message_en.srt572 B
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/001 Day Welcome Message.mp46.05 MiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/001 Day Welcome Message_en.srt1.56 KiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/002 AWS-Essentials-Starter-Pack-Part-2.zip11.29 MiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/002 Please Download Today's Materials.html128 B
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/003 Artificial Intelligence (AI) Vs. Machine Learning (ML) Vs. Deep Learning (DL).mp4254.27 MiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/003 Artificial Intelligence (AI) Vs. Machine Learning (ML) Vs. Deep Learning (DL)_en.srt19.82 KiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/004 Machine Learning The Big Picture.mp4143.56 MiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/004 Machine Learning The Big Picture_en.srt14.99 KiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/005 Key Ingredients to Build Machine Learning Models.mp4246.28 MiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/005 Key Ingredients to Build Machine Learning Models_en.srt18.99 KiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/006 Key AIML Components in AWS.mp437.35 MiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/006 Key AIML Components in AWS_en.srt8.48 KiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/007 Simple Storage Service (S3) Deep Dive & Demo.mp443.02 MiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/007 Simple Storage Service (S3) Deep Dive & Demo_en.srt20.9 KiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/008 Elastic Compute Cloud (EC2) Deep Dive & Demo.mp4109.53 MiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/008 Elastic Compute Cloud (EC2) Deep Dive & Demo_en.srt22.39 KiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/009 Day End Message.mp41.71 MiB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/009 Day End Message_en.srt562 B
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/001 Day Welcome Message.mp46.15 MiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/001 Day Welcome Message_en.srt1.54 KiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/002 AWS-Essentials-Starter-Pack-Part-3.zip11.21 MiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/002 Please Download Today's Materials.html238 B
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/003 Intro to SageMaker.mp4170.88 MiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/003 Intro to SageMaker_en.srt18.22 KiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/004 SageMaker Demo 1 - Walkthrough & Create Notebook instance.mp474.67 MiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/004 SageMaker Demo 1 - Walkthrough & Create Notebook instance_en.srt18.37 KiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/005 SageMaker Demo 2 - Write your first code.mp442.72 MiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/005 SageMaker Demo 2 - Write your first code_en.srt15.85 KiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/006 SageMaker Demo 3 - AWS Marketplace (Yolo V3 Object Detector).mp474.04 MiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/006 SageMaker Demo 3 - AWS Marketplace (Yolo V3 Object Detector)_en.srt12.17 KiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/007 SageMaker Demo 4 - SageMaker Studio 101.mp486.21 MiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/007 SageMaker Demo 4 - SageMaker Studio 101_en.srt22.2 KiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/008 SageMaker Demo 5 - SageMaker Canvas 101.mp451.39 MiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/008 SageMaker Demo 5 - SageMaker Canvas 101_en.srt13.32 KiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/009 SageMaker Demo 6 - Upload data to S3.mp430.47 MiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/009 SageMaker Demo 6 - Upload data to S3_en.srt9.5 KiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/010 SageMaker Demo 7 - Train Machine Learning Model.mp440.49 MiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/010 SageMaker Demo 7 - Train Machine Learning Model_en.srt11.47 KiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/011 Final Capstone Project Question.mp411.83 MiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/011 Final Capstone Project Question_en.srt3.05 KiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/012 Final Capstone Project Solution.mp434.25 MiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/012 Final Capstone Project Solution_en.srt10.85 KiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/013 Shutdown Canvas.mp41.88 MiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/013 Shutdown Canvas_en.srt1.43 KiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/014 Day End Message.mp41.94 MiB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/014 Day End Message_en.srt675 B
06 - PART 2 DATA LABELING IN AWS/001 Welcome to Part 2 on Data Labeling in AWS.html913 B
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/001 Day Welcome Message.mp47.25 MiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/001 Day Welcome Message_en.srt1.84 KiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/002 Labeling-Images-in-SageMaker-GroundTruth.zip10.06 MiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/002 Please Download Today's Materials.html343 B
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/003 Project Overview and AWS Groundtruth.mp454.38 MiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/003 Project Overview and AWS Groundtruth_en.srt15.37 KiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/004 21st Century New Gold!.mp439.52 MiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/004 21st Century New Gold!_en.srt10.24 KiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/005 Data Sources and Types.mp4210.49 MiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/005 Data Sources and Types_en.srt18.47 KiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/006 Why Do We Need Labeled Datasets.mp465.98 MiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/006 Why Do We Need Labeled Datasets_en.srt10.46 KiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/007 Data Labeling Challenges and Applications.mp416.13 MiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/007 Data Labeling Challenges and Applications_en.srt5.59 KiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/008 Json Lines and Manifest Files 101.mp462.1 MiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/008 Json Lines and Manifest Files 101_en.srt5.74 KiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/009 AWS SageMaker GroundTruth Demo Part 1.mp499.39 MiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/009 AWS SageMaker GroundTruth Demo Part 1_en.srt20.23 KiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/010 AWS SageMaker GroundTruth Demo Part 2.mp4102.68 MiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/010 AWS SageMaker GroundTruth Demo Part 2_en.srt24.3 KiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/011 Final Capstone Project - Question.mp415.54 MiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/011 Final Capstone Project - Question_en.srt3.06 KiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/012 Final Capstone Project - Solution.mp462.79 MiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/012 Final Capstone Project - Solution_en.srt15.26 KiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/013 Additional Topic GroundTruth Plus and Auto-Labeling.mp441.3 MiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/013 Additional Topic GroundTruth Plus and Auto-Labeling_en.srt9.66 KiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/014 Day End Message.mp42.33 MiB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/014 Day End Message_en.srt721 B
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/001 Day Welcome Message.mp45.69 MiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/001 Day Welcome Message_en.srt1.44 KiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/002 Please Download Today's Materials.html271 B
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/002 Text-Bounding-Boxes-Semantic-Labeling.zip14.21 MiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/003 Introduction and Project Overview.mp425.9 MiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/003 Introduction and Project Overview_en.srt9.65 KiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/004 Labeling Text Data in SageMaker GroundTruth - Demo Part #1.mp453.39 MiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/004 Labeling Text Data in SageMaker GroundTruth - Demo Part #1_en.srt13.98 KiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/005 Labeling Text Data in SageMaker GroundTruth - Demo Part #2.mp411.42 MiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/005 Labeling Text Data in SageMaker GroundTruth - Demo Part #2_en.srt7.36 KiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/006 Labeling Text Data in SageMaker GroundTruth - Demo Part #3.mp431.24 MiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/006 Labeling Text Data in SageMaker GroundTruth - Demo Part #3_en.srt8.24 KiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/007 Semantic Segmentation in Groundtruth Demo #1.mp462.96 MiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/007 Semantic Segmentation in Groundtruth Demo #1_en.srt12.51 KiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/008 Semantic Segmentation in Groundtruth Demo #2.mp454.63 MiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/008 Semantic Segmentation in Groundtruth Demo #2_en.srt10.48 KiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/009 SageMaker GroundTruth Pricing.mp463.43 MiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/009 SageMaker GroundTruth Pricing_en.srt11.84 KiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/010 Practice Opportunity - GroundTruth Pricing.mp428.53 MiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/010 Practice Opportunity - GroundTruth Pricing_en.srt6.12 KiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/011 Final Capstone Project - Question.mp46.34 MiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/011 Final Capstone Project - Question_en.srt2.44 KiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/012 Final Capstone Project - Solution.mp436.11 MiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/012 Final Capstone Project - Solution_en.srt16.66 KiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/013 Day End Message.mp41.94 MiB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/013 Day End Message_en.srt536 B
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/GetFreeCourses.Co.url116 B
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/How you can help GetFreeCourses.Co.txt182 B
09 - PART 3 EXPLORATORY DATA ANALYSIS/001 Welcome to Part 3 on Exploratory Data Analysis (EDA).html1.83 KiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/001 Day Welcome Message.mp46.81 MiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/001 Day Welcome Message_en.srt1.56 KiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/002 EDA-Part-1-Crash-Course-Pandas.zip3.22 MiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/002 Please Download Today's Materials.html24 B
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/003 Exploratory Data Analysis (EDA) 101.mp498.57 MiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/003 Exploratory Data Analysis (EDA) 101_en.srt10.69 KiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/004 Project Overview - EDA with Pandas.mp415.97 MiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/004 Project Overview - EDA with Pandas_en.srt4.76 KiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/005 Jupyter Notebooks and SageMaker Studio Setup.mp486.44 MiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/005 Jupyter Notebooks and SageMaker Studio Setup_en.srt10.53 KiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/006 Coding Task 1 - Define Pandas DataFrame.mp439.7 MiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/006 Coding Task 1 - Define Pandas DataFrame_en.srt14.1 KiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/007 Practice Opportunity 1.mp449.17 MiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/007 Practice Opportunity 1_en.srt15.73 KiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/008 Coding Task 2 - Load CSV and Statistical Analysis.mp420.73 MiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/008 Coding Task 2 - Load CSV and Statistical Analysis_en.srt7.53 KiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/009 Practice Opportunity 2.mp424.12 MiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/009 Practice Opportunity 2_en.srt5.03 KiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/010 Coding Task 3 - SetReset Index in Pandas.mp427.24 MiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/010 Coding Task 3 - SetReset Index in Pandas_en.srt10.14 KiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/011 Practice Opportunity 3.mp412.34 MiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/011 Practice Opportunity 3_en.srt4.28 KiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/012 Final Capstone Project Question.mp429.19 MiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/012 Final Capstone Project Question_en.srt4.79 KiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/013 Final Capstone Project Solution.mp445.59 MiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/013 Final Capstone Project Solution_en.srt8.28 KiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/014 Day End Message.mp41.11 MiB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/014 Day End Message_en.srt401 B
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/001 Day Welcome Message.mp43.49 MiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/001 Day Welcome Message_en.srt87 B
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/002 EDA-Part-2-Crash-Course-on-Pandas-2.zip1.97 MiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/002 Please Download Today's Materials.html21 B
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/003 Project Overview and Key Learning Outcomes.mp48.15 MiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/003 Project Overview and Key Learning Outcomes_en.srt2.75 KiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/004 Coding Task 1 - Import Datasets.mp433.3 MiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/004 Coding Task 1 - Import Datasets_en.srt7.03 KiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/005 Practice Opportunity 1.mp459.95 MiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/005 Practice Opportunity 1_en.srt10.25 KiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/006 Coding Task 2 - Access Elements in Pandas DataFrame.mp457.95 MiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/006 Coding Task 2 - Access Elements in Pandas DataFrame_en.srt11.78 KiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/007 Practice Opportunity 2.mp412.11 MiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/007 Practice Opportunity 2_en.srt6.23 KiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/008 Coding Task 3 - Delete and Add Columns.mp428.72 MiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/008 Coding Task 3 - Delete and Add Columns_en.srt8.62 KiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/009 Practice Opportunity 3.mp446.66 MiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/009 Practice Opportunity 3_en.srt7.67 KiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/010 Coding Task 4 - Label-based Indexing with .Loc().mp441.27 MiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/010 Coding Task 4 - Label-based Indexing with .Loc()_en.srt12.37 KiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/011 Practice Opportunity 4.mp428.93 MiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/011 Practice Opportunity 4_en.srt4.34 KiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/012 Coding Task 5 - Integer-based Indexing with .iLoc().mp430.02 MiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/012 Coding Task 5 - Integer-based Indexing with .iLoc()_en.srt8.4 KiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/013 Practice Opportunity 5.mp425.25 MiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/013 Practice Opportunity 5_en.srt3.72 KiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/014 Coding Task 6 - Broadcasting Operation.mp422.5 MiB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/014 Coding Task 6 - Broadcasting Operation_en.srt7.76 KiB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/002 Multiple-Linear-Regression-in-SKLearn.zip4.88 MiB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/003 Project Overview.mp457.37 MiB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/003 Project Overview_en.srt6.55 KiB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/004 Success Stories Price Prediction with AIML.mp463.48 MiB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/004 Success Stories Price Prediction with AIML_en.srt7.19 KiB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/005 Multiple Linear Regression 101.mp431.33 MiB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/005 Multiple Linear Regression 101_en.srt5.86 KiB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/006 Regression Metrics - Part #1.mp447.95 MiB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/006 Regression Metrics - Part #1_en.srt17.85 KiB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/007 Regression Metrics - Part #2_en.srt11.23 KiB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/008 SageMaker Studio Domain Setup.mp412.39 MiB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/008 SageMaker Studio Domain Setup_en.srt4.82 KiB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/009 Coding Task #1 - Import Key LibrariesDatasets_en.srt15.27 KiB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/010 Practice Opportunity #1.mp422.76 MiB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/014 Practice Opportunity #3_en.srt5.38 KiB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/016 Practice Opportunity #4.mp419.86 MiB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/016 Practice Opportunity #4_en.srt4.02 KiB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/017 Coding Task #5 - Train ML Model in Scikit-Learn_en.srt7.96 KiB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/018 Practice Opportunity #5.mp445.18 MiB
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18 - Day 13 Multiple Linear Regression in Scikit-Learn/019 Capstone Project Questions.mp423.31 MiB
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19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/002 Please Download Today's Materials.html376 B
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/003 Project Card [Skip If Familiar].mp411.52 MiB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/003 Project Card [Skip If Familiar]_en.srt5.26 KiB
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19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/007 Practice Opportunity #1.mp454.04 MiB
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19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/009 Final Capstone Project - Questions.mp45.07 MiB
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20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/001 Day Welcome Message.mp48.19 MiB
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20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/003 Project Overview and Project Card.mp438.19 MiB
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20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/004 The Rise of Machine Learning in Higher Education.mp436.89 MiB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/004 The Rise of Machine Learning in Higher Education_en.srt5.67 KiB
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20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/009 Demo Deploy an Endpoint_en.srt18.64 KiB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/010 Final End-of-Day Capstone Project Question.mp423.2 MiB
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21 - Day 16 XG-Boost Regression in Scikit-Learn/001 Day Welcome Message.mp45.38 MiB
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21 - Day 16 XG-Boost Regression in Scikit-Learn/002 Please Download Today's Materials.html264 B
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21 - Day 16 XG-Boost Regression in Scikit-Learn/005 What is Boosting.mp4104.38 MiB
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21 - Day 16 XG-Boost Regression in Scikit-Learn/016 Final Capstone Project Question.mp45.2 MiB
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22 - Day 17 Built-in SageMaker XG-Boost Algorithm/001 Day Welcome Message.mp43.95 MiB
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22 - Day 17 Built-in SageMaker XG-Boost Algorithm/003 Project Overview.mp416.43 MiB
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23 - Day 18 AWS SageMaker JumpStart/001 Day Welcome Message.mp44.27 MiB
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24 - PART 5 HYPERPARAMETERS OPTIMIZATION/GetFreeCourses.Co.url116 B
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/001 Day Welcome Message.mp46.84 MiB
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/021 Final Capstone Project Question.mp46.48 MiB
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26 - Day 20 Hyperparameters Optimization in SageMaker/001 Day Welcome Message_en.srt1.13 KiB
26 - Day 20 Hyperparameters Optimization in SageMaker/002 Hyperparameters-Optimization-Using-SageMaker.zip4.74 MiB
26 - Day 20 Hyperparameters Optimization in SageMaker/002 Please Download Today's Materials.html248 B
26 - Day 20 Hyperparameters Optimization in SageMaker/003 Project Overview.mp446.72 MiB
26 - Day 20 Hyperparameters Optimization in SageMaker/003 Project Overview_en.srt12.59 KiB
26 - Day 20 Hyperparameters Optimization in SageMaker/004 Coding Task 1 - Import and Clean Datasets.mp428.99 MiB
26 - Day 20 Hyperparameters Optimization in SageMaker/004 Coding Task 1 - Import and Clean Datasets_en.srt8.77 KiB
26 - Day 20 Hyperparameters Optimization in SageMaker/005 Coding Task 2 - Visualize Data.mp441.62 MiB
26 - Day 20 Hyperparameters Optimization in SageMaker/005 Coding Task 2 - Visualize Data_en.srt8.36 KiB
26 - Day 20 Hyperparameters Optimization in SageMaker/006 Coding Task 3 - Train an XG-Boost Algo (without Hyperparameters Optimization).mp4104.86 MiB
26 - Day 20 Hyperparameters Optimization in SageMaker/006 Coding Task 3 - Train an XG-Boost Algo (without Hyperparameters Optimization)_en.srt20.04 KiB
26 - Day 20 Hyperparameters Optimization in SageMaker/007 Coding Task 4 - DeployTest XG-Boost Algo (without Hyperparameters Optimization).mp449.78 MiB
26 - Day 20 Hyperparameters Optimization in SageMaker/007 Coding Task 4 - DeployTest XG-Boost Algo (without Hyperparameters Optimization)_en.srt7.87 KiB
26 - Day 20 Hyperparameters Optimization in SageMaker/008 Coding Task 5 - Perform HyperParameters Optimization in SageMaker.mp482.04 MiB
26 - Day 20 Hyperparameters Optimization in SageMaker/008 Coding Task 5 - Perform HyperParameters Optimization in SageMaker_en.srt12.74 KiB
26 - Day 20 Hyperparameters Optimization in SageMaker/009 Deploy Best Model and Assess its Performance.mp461.21 MiB
26 - Day 20 Hyperparameters Optimization in SageMaker/009 Deploy Best Model and Assess its Performance_en.srt7.57 KiB
26 - Day 20 Hyperparameters Optimization in SageMaker/010 Final Capstone Project Question.mp419.64 MiB
26 - Day 20 Hyperparameters Optimization in SageMaker/010 Final Capstone Project Question_en.srt2.58 KiB
26 - Day 20 Hyperparameters Optimization in SageMaker/011 Final Capstone Project Solution Part 1.mp484.36 MiB
26 - Day 20 Hyperparameters Optimization in SageMaker/011 Final Capstone Project Solution Part 1_en.srt11.54 KiB
26 - Day 20 Hyperparameters Optimization in SageMaker/012 Final Capstone Project Solution Part 2.mp437.85 MiB
26 - Day 20 Hyperparameters Optimization in SageMaker/012 Final Capstone Project Solution Part 2_en.srt6.08 KiB
26 - Day 20 Hyperparameters Optimization in SageMaker/013 Final Capstone Project Solution Part 3.mp425.12 MiB
26 - Day 20 Hyperparameters Optimization in SageMaker/013 Final Capstone Project Solution Part 3_en.srt4.65 KiB
26 - Day 20 Hyperparameters Optimization in SageMaker/014 Final Capstone Project Solution Part 4.mp436.11 MiB
26 - Day 20 Hyperparameters Optimization in SageMaker/014 Final Capstone Project Solution Part 4_en.srt7 KiB
26 - Day 20 Hyperparameters Optimization in SageMaker/015 Day End Message.mp42.08 MiB
26 - Day 20 Hyperparameters Optimization in SageMaker/015 Day End Message_en.srt279 B
27 - PART 6 MACHINE LEARNING CLASSIFICATION & ChatGPT FOR PROGRAMMERS/001 Welcome to Part 6 on Machine Learning Classification.html669 B
27 - PART 6 MACHINE LEARNING CLASSIFICATION & ChatGPT FOR PROGRAMMERS/GetFreeCourses.Co.url116 B
27 - PART 6 MACHINE LEARNING CLASSIFICATION & ChatGPT FOR PROGRAMMERS/How you can help GetFreeCourses.Co.txt182 B
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/001 Day Welcome Message.mp47.68 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/001 Day Welcome Message_en.srt1.67 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/002 Compare-SKLearn-Classifier-Models.zip4.48 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/002 Please Download Today's Materials.html225 B
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/003 Project Overview.mp416.53 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/003 Project Overview_en.srt4.06 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/004 Coding Task 1 - Import Libraries and Datasets.mp420.31 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/004 Coding Task 1 - Import Libraries and Datasets_en.srt7.1 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/005 Practice Opportunity 1.mp414.12 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/005 Practice Opportunity 1_en.srt3.92 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/006 Coding Task 2 - Perform Data Visualization.mp465.88 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/006 Coding Task 2 - Perform Data Visualization_en.srt12.05 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/007 Practice Opportunity 2.mp427.93 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/007 Practice Opportunity 2_en.srt5.53 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/008 Coding Task 3 - Plot Feature Importance.mp429.86 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/008 Coding Task 3 - Plot Feature Importance_en.srt9.37 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/009 Coding Task 4 - Logistic Regression.mp426.27 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/009 Coding Task 4 - Logistic Regression_en.srt11.71 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/010 Classifier Models Key Performance Indicators (KPIs) & Metrics.mp463.51 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/010 Classifier Models Key Performance Indicators (KPIs) & Metrics_en.srt19.46 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/011 Practice Opportunity 3.mp420.02 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/011 Practice Opportunity 3_en.srt5.01 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/012 Coding Task 5 - Support Vector Machines (SVM).mp450.64 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/012 Coding Task 5 - Support Vector Machines (SVM)_en.srt12.92 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/013 Coding Task 6 - Random Forest Classifier Model.mp441.19 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/013 Coding Task 6 - Random Forest Classifier Model_en.srt10.15 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/014 Coding Task 7 - K Nearest Neighbors (KNN).mp458.62 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/014 Coding Task 7 - K Nearest Neighbors (KNN)_en.srt13.3 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/015 Practice Opportunity 4.mp410.16 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/015 Practice Opportunity 4_en.srt2.95 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/016 Coding Task 8 - Naïve Bayes Classifier Models.mp445.69 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/016 Coding Task 8 - Naïve Bayes Classifier Models_en.srt20.13 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/017 Practice Opportunity 5.mp437.21 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/017 Practice Opportunity 5_en.srt6.45 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/018 Coding Task 9 - Compare Classifier Models.mp424.85 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/018 Coding Task 9 - Compare Classifier Models_en.srt8.38 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/019 Coding Task 10 - Concluding Remarks.mp46.57 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/019 Coding Task 10 - Concluding Remarks_en.srt3.27 KiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/020 Day End Message.mp41.06 MiB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/020 Day End Message_en.srt381 B
29 - Day 22 XG-Boost Classification in AWS SageMaker/001 Day Welcome Message.mp45.23 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/001 Day Welcome Message_en.srt1.24 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/002 Please download today's Materials.html257 B
29 - Day 22 XG-Boost Classification in AWS SageMaker/002 XG-Boost-Classification.zip7.71 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/003 Project Overview.mp470.61 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/003 Project Overview_en.srt8.49 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/004 XG-Boost 101 [Review].mp471.22 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/004 XG-Boost 101 [Review]_en.srt11.69 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/005 Classifier Models KPIs.mp463.52 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/005 Classifier Models KPIs_en.srt19.46 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/006 Coding Task 1 - Understand the Problem Statement and Load Data.mp417.28 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/006 Coding Task 1 - Understand the Problem Statement and Load Data_en.srt7.13 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/007 Practice Opportunity 1.mp422.12 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/007 Practice Opportunity 1_en.srt4.75 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/008 Coding Task 2 - Perform Data Visualization.mp4135.98 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/008 Coding Task 2 - Perform Data Visualization_en.srt25.8 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/009 Practice Opportunity 2.mp415.07 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/009 Practice Opportunity 2_en.srt5.68 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/010 Coding Task 3 - Prepare the data for Model Training.mp417.98 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/010 Coding Task 3 - Prepare the data for Model Training_en.srt5.86 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/011 Coding Task 4 - Train and Evaluate XG-Boost.mp441.65 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/011 Coding Task 4 - Train and Evaluate XG-Boost_en.srt9.74 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/012 Practice Opportunity 3.mp426.84 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/012 Practice Opportunity 3_en.srt6.04 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/013 Coding Task 5 - Train XG-Boost SageMaker.mp484.86 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/013 Coding Task 5 - Train XG-Boost SageMaker_en.srt18.16 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/014 Coding Task 6 - Deploy and Test XG-Boost Model.mp456.67 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/014 Coding Task 6 - Deploy and Test XG-Boost Model_en.srt12.3 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/015 Practice Opportunity 4.mp436.02 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/015 Practice Opportunity 4_en.srt6.96 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/016 Final Capstone Project Question.mp437.45 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/016 Final Capstone Project Question_en.srt10.44 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/017 Final Capstone Project Solution Part 1.mp455.2 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/017 Final Capstone Project Solution Part 1_en.srt12.22 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/018 Final Capstone Project Solution Part 2.mp444.03 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/018 Final Capstone Project Solution Part 2_en.srt10.02 KiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/019 Day End Message.mp41.09 MiB
29 - Day 22 XG-Boost Classification in AWS SageMaker/019 Day End Message_en.srt292 B
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/001 Day Welcome Message.mp46.44 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/001 Day Welcome Message_en.srt1.58 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/002 KNN-for-Classification.zip2.99 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/002 Please download today's materials.html192 B
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/003 Project Overview.mp410.8 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/003 Project Overview_en.srt4.12 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/004 K Nearest Neighbors Algorithm 101.mp4142.15 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/004 K Nearest Neighbors Algorithm 101_en.srt14.13 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/005 K Nearest Neighbors in SageMaker.mp447.35 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/005 K Nearest Neighbors in SageMaker_en.srt8.66 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/006 Coding Task 1 - Import Libraries and Datasets.mp428.93 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/006 Coding Task 1 - Import Libraries and Datasets_en.srt6.39 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/007 Practice Opportunity 1.mp412.57 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/007 Practice Opportunity 1_en.srt4.2 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/008 Coding Task 2 - Perform Data Visualization.mp430.65 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/008 Coding Task 2 - Perform Data Visualization_en.srt10.75 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/009 Practice Opportunity 2.mp47.86 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/009 Practice Opportunity 2_en.srt3.29 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/010 Coding Task 3 - Split the data.mp48.94 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/010 Coding Task 3 - Split the data_en.srt3.68 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/011 Coding Task 4 - Train KNN Model in SKLearn.mp415.02 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/011 Coding Task 4 - Train KNN Model in SKLearn_en.srt5.12 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/012 Coding Task 5 - Evaluate Trained Model Performance.mp412.58 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/012 Coding Task 5 - Evaluate Trained Model Performance_en.srt5.37 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/013 Coding Task 6 - Train SageMaker Built-in KNN Algorithm.mp489.28 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/013 Coding Task 6 - Train SageMaker Built-in KNN Algorithm_en.srt18.98 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/014 Coding Task 7 - Evaluate trained model performance.mp464.35 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/014 Coding Task 7 - Evaluate trained model performance_en.srt11.4 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/015 Final Capstone Project Question.mp44.47 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/015 Final Capstone Project Question_en.srt2.72 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/016 Final Capstone Project Solution.mp437.06 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/016 Final Capstone Project Solution_en.srt15.12 KiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/017 Day End Message.mp41.19 MiB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/017 Day End Message_en.srt341 B
31 - Day 24 ChatGPT for Programmers/001 Find the Proper Programming Language Syntax Using ChatGPT and GPT-4.mp436.28 MiB
31 - Day 24 ChatGPT for Programmers/001 Find the Proper Programming Language Syntax Using ChatGPT and GPT-4_en.srt17.15 KiB
31 - Day 24 ChatGPT for Programmers/002 Prepare a Study Plan and Find Best Resources (CoursesBooks) with ChatGPT.mp462.19 MiB
31 - Day 24 ChatGPT for Programmers/002 Prepare a Study Plan and Find Best Resources (CoursesBooks) with ChatGPT_en.srt15.78 KiB
31 - Day 24 ChatGPT for Programmers/003 Perform Code Generation and Design Using ChatGPT.mp430.56 MiB
31 - Day 24 ChatGPT for Programmers/003 Perform Code Generation and Design Using ChatGPT_en.srt14.84 KiB
31 - Day 24 ChatGPT for Programmers/004 Perform Code Debugging Using ChatGPT.mp454.27 MiB
31 - Day 24 ChatGPT for Programmers/004 Perform Code Debugging Using ChatGPT_en.srt15.41 KiB
31 - Day 24 ChatGPT for Programmers/005 Optimize Your Code With ChatGPT.mp448.26 MiB
31 - Day 24 ChatGPT for Programmers/005 Optimize Your Code With ChatGPT_en.srt19.79 KiB
31 - Day 24 ChatGPT for Programmers/006 Conduct Code Review With ChatGPT.mp461.33 MiB
31 - Day 24 ChatGPT for Programmers/006 Conduct Code Review With ChatGPT_en.srt16.84 KiB
31 - Day 24 ChatGPT for Programmers/007 Leverage ChatGPT to Add New Features to Your Code.mp463.11 MiB
31 - Day 24 ChatGPT for Programmers/007 Leverage ChatGPT to Add New Features to Your Code_en.srt16.82 KiB
31 - Day 24 ChatGPT for Programmers/008 Use ChatGPT to Test and Validate Your Code.mp438.22 MiB
31 - Day 24 ChatGPT for Programmers/008 Use ChatGPT to Test and Validate Your Code_en.srt15.5 KiB
31 - Day 24 ChatGPT for Programmers/009 Perform Code Documentation With ChatGPT.mp448.64 MiB
31 - Day 24 ChatGPT for Programmers/009 Perform Code Documentation With ChatGPT_en.srt13.92 KiB
31 - Day 24 ChatGPT for Programmers/010 Convert from One Programming Language to Another Using ChatGPT.mp433.51 MiB
31 - Day 24 ChatGPT for Programmers/010 Convert from One Programming Language to Another Using ChatGPT_en.srt13.33 KiB
32 - PART 7 AUTOML & NO-CODE ML/001 Welcome to Part 7 on AutoML and No-Code ML Development.html377 B
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/001 Day Welcome Message.mp47.79 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/001 Day Welcome Message_en.srt1.8 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/002 AutoGluon-for-Tabular-ML-Regression.zip5.78 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/002 Please Download Today's Materials.html292 B
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/003 Project Overview & AutoGluon for Tabular Data.mp49.85 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/003 Project Overview & AutoGluon for Tabular Data_en.srt5.2 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/004 AI Applications in Business.mp457.05 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/004 AI Applications in Business_en.srt9.41 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/005 Practice Opportunity.mp468.16 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/005 Practice Opportunity_en.srt11.03 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/006 Regression Recap.mp466.36 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/006 Regression Recap_en.srt6.27 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/007 AutoGluon 101.mp473.77 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/007 AutoGluon 101_en.srt12.57 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/008 AutoGluon Presets and Fit Parameters.mp456.19 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/008 AutoGluon Presets and Fit Parameters_en.srt17.38 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/009 Coding Task 1 - Import AutoGluon and data Import.mp431.4 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/009 Coding Task 1 - Import AutoGluon and data Import_en.srt6.5 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/010 Practice Opportunity 1.mp412.74 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/010 Practice Opportunity 1_en.srt2.95 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/011 Coding Task 2 - Perform Exploratory Data Analysis (EDA).mp414.14 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/011 Coding Task 2 - Perform Exploratory Data Analysis (EDA)_en.srt6.87 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/012 Practice Opportunity 2.mp410.59 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/012 Practice Opportunity 2_en.srt4.17 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/013 Coding Task 3 - Visualize Dataset.mp438.95 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/013 Coding Task 3 - Visualize Dataset_en.srt7.95 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/014 Practice Opportunity 3.mp421.79 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/014 Practice Opportunity 3_en.srt4.35 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/015 Coding Task 4 - Train Models with AutoGluon.mp493.05 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/015 Coding Task 4 - Train Models with AutoGluon_en.srt14.18 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/016 Coding Task 5 - Evaluate Trained Models.mp462.06 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/016 Coding Task 5 - Evaluate Trained Models_en.srt12.37 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/017 Practice Opportunity 4.mp433.83 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/017 Practice Opportunity 4_en.srt6.8 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/018 Final Capstone Project Question.mp418.66 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/018 Final Capstone Project Question_en.srt8.38 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/019 Final Capstone Project Solution Part 1.mp447.7 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/019 Final Capstone Project Solution Part 1_en.srt8.37 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/020 Final Capstone Project Solution Part 2.mp498.92 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/020 Final Capstone Project Solution Part 2_en.srt12.82 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/021 Final Capstone Project Solution Part 3.mp437.78 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/021 Final Capstone Project Solution Part 3_en.srt4.98 KiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/022 Day End Message.mp42.67 MiB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/022 Day End Message_en.srt377 B
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/001 Day Welcome Message.mp47.4 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/001 Day Welcome Message_en.srt1.74 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/002 AutoGluon-for-Tabular-ML-Classification.zip5.54 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/002 Please Download Today's Materials.html299 B
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/003 Project Overview.mp416.37 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/003 Project Overview_en.srt6.42 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/004 Classification Models KPIs [ReviewSkip if Familiar].mp430.54 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/004 Classification Models KPIs [ReviewSkip if Familiar]_en.srt9.19 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/005 AutoGluon for Classification Tasks.mp473.64 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/005 AutoGluon for Classification Tasks_en.srt9.51 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/006 Coding Task 1 - Import Datasets and AutoGloun.mp426.37 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/006 Coding Task 1 - Import Datasets and AutoGloun_en.srt4.4 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/007 Practice Opportunity 1.mp431.71 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/007 Practice Opportunity 1_en.srt6.78 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/008 Coding Task 2 - Perform Exploratory Data Analysis.mp486.44 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/008 Coding Task 2 - Perform Exploratory Data Analysis_en.srt13.07 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/009 Practice Opportunity 2.mp418.79 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/009 Practice Opportunity 2_en.srt3.55 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/010 Coding Task 3 - Train Classification Model using AutoGluon.mp439.96 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/010 Coding Task 3 - Train Classification Model using AutoGluon_en.srt7.69 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/011 Coding Task 4 - Evaluate Classification Model using AutoGluon.mp437.89 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/011 Coding Task 4 - Evaluate Classification Model using AutoGluon_en.srt7.71 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/012 Practice Opportunity 3.mp433.25 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/012 Practice Opportunity 3_en.srt6.25 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/013 Final Capstone Project Question.mp416.54 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/013 Final Capstone Project Question_en.srt4.27 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/014 Final Capstone Project Solution Part 1.mp477.29 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/014 Final Capstone Project Solution Part 1_en.srt8.42 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/015 Final Capstone Project Solution Part 2.mp446.55 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/015 Final Capstone Project Solution Part 2_en.srt6.56 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/016 Final Capstone Project Solution Part 3.mp418.93 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/016 Final Capstone Project Solution Part 3_en.srt3.46 KiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/017 Day End Message.mp42.55 MiB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/017 Day End Message_en.srt375 B
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/001 Day Welcome Message.mp47.1 MiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/001 Day Welcome Message_en.srt1.69 KiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/002 Please Download Today's Materials.html288 B
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/002 SageMaker-Autopilot.zip4.08 MiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/003 Project Overview.mp416.6 MiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/003 Project Overview_en.srt6.25 KiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/004 Amazon SageMaker Autopilot.mp4125.46 MiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/004 Amazon SageMaker Autopilot_en.srt20.64 KiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/005 SageMaker Autopilot Demo 1 - Upload Data and Train Model.mp431.68 MiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/005 SageMaker Autopilot Demo 1 - Upload Data and Train Model_en.srt17.89 KiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/006 SageMaker Autopilot Demo 2 - Analyze Trained Models.mp426.67 MiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/006 SageMaker Autopilot Demo 2 - Analyze Trained Models_en.srt10.73 KiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/007 SageMaker Autopilot Demo 3 - Candidate Notebooks & Model Deployment.mp480.36 MiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/007 SageMaker Autopilot Demo 3 - Candidate Notebooks & Model Deployment_en.srt13.35 KiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/008 Resources Cleanup [Important].mp46.04 MiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/008 Resources Cleanup [Important]_en.srt2.75 KiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/009 Final Capstone Project Question.mp44.72 MiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/009 Final Capstone Project Question_en.srt2.78 KiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/010 Final Capstone Project Solution 1.mp462.45 MiB
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35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/011 Final Capstone Project Solution 2.mp478.74 MiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/011 Final Capstone Project Solution 2_en.srt11.69 KiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/012 Day End Message.mp41.44 MiB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/012 Day End Message_en.srt394 B
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/001 Day Welcome Message.mp45.19 MiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/001 Day Welcome Message_en.srt1.32 KiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/002 No-Code-with-AWS-SageMaker-Canvas.zip3.84 MiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/002 Please Download Today's Materials.html182 B
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/003 Project Overview.mp433.61 MiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/003 Project Overview_en.srt9.47 KiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/004 AWS SageMaker Canvas 101.mp442.65 MiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/004 AWS SageMaker Canvas 101_en.srt12.56 KiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/005 Success Stories in Human Resources.mp430.96 MiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/005 Success Stories in Human Resources_en.srt10.71 KiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/006 Project Demo Part 1 - Upload data to S3 and Launch Canvas.mp435.53 MiB
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36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/007 Project Demo Part 2 - Train the Model.mp426.57 MiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/007 Project Demo Part 2 - Train the Model_en.srt18.88 KiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/008 Project Demo Part 3 - Model Evaluation and Analysis.mp461.77 MiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/008 Project Demo Part 3 - Model Evaluation and Analysis_en.srt19.84 KiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/009 Project Demo Part 4 - Generate Predictions.mp414.45 MiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/009 Project Demo Part 4 - Generate Predictions_en.srt9.32 KiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/010 Final End-of-Day Capstone Project Question.mp413.07 MiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/010 Final End-of-Day Capstone Project Question_en.srt4.11 KiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/011 Final End-of-Day Capstone Project Solution.mp442.11 MiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/011 Final End-of-Day Capstone Project Solution_en.srt21.32 KiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/012 Shutting Down SageMaker Canvas [Important].mp41.99 MiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/012 Shutting Down SageMaker Canvas [Important]_en.srt1.47 KiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/013 Appendix Review Classification Models KPIs.mp463.53 MiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/013 Appendix Review Classification Models KPIs_en.srt19.46 KiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/014 Day End Message.mp42.71 MiB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/014 Day End Message_en.srt377 B
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/GetFreeCourses.Co.url116 B
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/How you can help GetFreeCourses.Co.txt182 B
37 - PART 8 MACHINE LEARNING WORKFLOWS/001 Welcome to Part 8 on Machine Learning Workflows.html684 B
38 - Day 29 Lambda Functions Using AWS Console/001 Day Welcome Message.mp45.07 MiB
38 - Day 29 Lambda Functions Using AWS Console/001 Day Welcome Message_en.srt1.15 KiB
38 - Day 29 Lambda Functions Using AWS Console/002 AWS-Lambda-Functions-1.pptx5.06 MiB
38 - Day 29 Lambda Functions Using AWS Console/002 Please Download Today's Materials.html67 B
38 - Day 29 Lambda Functions Using AWS Console/003 Introduction to AWS Lambda and Key Learning Outcomes.mp415.54 MiB
38 - Day 29 Lambda Functions Using AWS Console/003 Introduction to AWS Lambda and Key Learning Outcomes_en.srt5.76 KiB
38 - Day 29 Lambda Functions Using AWS Console/004 Machine Learning Workflows 101.mp480.85 MiB
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38 - Day 29 Lambda Functions Using AWS Console/005 AWS Lambda Functions 101.mp496.44 MiB
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38 - Day 29 Lambda Functions Using AWS Console/006 AWS Lambda Functions Anatomy.mp416.94 MiB
38 - Day 29 Lambda Functions Using AWS Console/006 AWS Lambda Functions Anatomy_en.srt5.28 KiB
38 - Day 29 Lambda Functions Using AWS Console/007 Demo #1 Define and Test AWS Lambda Function.mp427.03 MiB
38 - Day 29 Lambda Functions Using AWS Console/007 Demo #1 Define and Test AWS Lambda Function_en.srt13.37 KiB
38 - Day 29 Lambda Functions Using AWS Console/008 Demo #2 Part #1 Define a Lambda Function.mp442.14 MiB
38 - Day 29 Lambda Functions Using AWS Console/008 Demo #2 Part #1 Define a Lambda Function_en.srt13.43 KiB
38 - Day 29 Lambda Functions Using AWS Console/009 Demo #2 Part #2 Test a Lambda Function.mp420.37 MiB
38 - Day 29 Lambda Functions Using AWS Console/009 Demo #2 Part #2 Test a Lambda Function_en.srt5.58 KiB
38 - Day 29 Lambda Functions Using AWS Console/010 Demo #2 Part #3 Monitor a Lambda Function.mp441.46 MiB
38 - Day 29 Lambda Functions Using AWS Console/010 Demo #2 Part #3 Monitor a Lambda Function_en.srt9 KiB
38 - Day 29 Lambda Functions Using AWS Console/011 Final Capstone Project Question.mp413.18 MiB
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38 - Day 29 Lambda Functions Using AWS Console/012 Final Capstone Project Solution.mp464.74 MiB
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38 - Day 29 Lambda Functions Using AWS Console/013 Day End Message.mp41.67 MiB
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39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/001 Day Welcome Message.mp419.13 MiB
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39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/002 AWS-Lambda-Functions-2.zip3.82 MiB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/002 Please Download Today's Materials.html296 B
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/003 Introduction and Key Learning Outcomes.mp414.76 MiB
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39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/004 Synchronous Vs. Asynchronous Invocations.mp497.21 MiB
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39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/005 Define a Lambda Function Using Boto3 SDK.mp4121.86 MiB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/005 Define a Lambda Function Using Boto3 SDK_en.srt30.81 KiB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/006 Invoke a Lambda Function Using Boto3 SDK.mp4145.71 MiB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/006 Invoke a Lambda Function Using Boto3 SDK_en.srt25.92 KiB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/007 Lambda Invocation with EventBridge.mp447.87 MiB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/007 Lambda Invocation with EventBridge_en.srt10.2 KiB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/008 Final Capstone Project Question.mp410.77 MiB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/008 Final Capstone Project Question_en.srt2.88 KiB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/009 Final Capstone Project Solution Part 1.mp471.59 MiB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/009 Final Capstone Project Solution Part 1_en.srt18.04 KiB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/010 Final Capstone Project Solution Part 2.mp479.63 MiB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/010 Final Capstone Project Solution Part 2_en.srt16.22 KiB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/011 Day End Message.mp42.8 MiB
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