Udemy - Kaggle Masterclass - build a Machine Learning Portfolio
- Type:
- Other > Other
- Files:
- 172
- Size:
- 1.35 GiB (1454406263 Bytes)
- Uploaded:
- 2021-05-02 07:09:27 GMT
- By:
- tuts756
- Seeders:
- 8
- Leechers:
- 2
- Comments
- 0
- Info Hash: E96AB4038CFBFDED4862F747CEC9D15AC143C791
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Description
This career-ready Masterclass is designed to help you gain hands-on and in-depth exposure to the domain of Data Science by adopting the learn by doing approach. And the best way to land your dream job is to build a portfolio of projects. And the best platform for a Data Scientist is Kaggle!
Over the years, Kaggle has become the most popular community for Data Scientists. Kaggle not only helps you learn new skills and apply new techniques, but it now plays a crucial role in your career as a Data Professional.
This course will give you in-depth hands-on experience with a variety of projects that include the necessary components to become a proficient data scientist. By completing the projects in this course, you will gain hands-on experience with these components and have a set of projects to reflect what you have learned. These components include the following:
Data Analysis and Wrangling using NumPy and Pandas.
Exploratory Data Analysis using Matplotlib and Seaborn.
Machine Learning using Scikit Learn.
Deep Learning using TensorFlow.
Time Series Forecasting using Prophet.
Time Series Forecasting using Scikit-Time.
This course primarily focuses on helping you stand out by building a portfolio comprising of a series of Jupyter Notebooks in Python that utilizes Competitions and Public Datasets hosted on the Kaggle platform. You will set up your Kaggle profile that will help you stand out for future employment opportunities.
Who this course is for:
Beginner Python Developers who want to get into Data Science.
Data Scientists looking forward to expand their skillset.
Data Scientists and Aspiring Data Scientists who wish to create a strong portfolio for potential career opportunities.
Requirements
Intermediate Python Programming Skills.
Last Updated 4/2021
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/8. Project House Price Prediction/3. House Price Prediction using Random Forest.mp4 | 121.35 MiB |
| TutsNode.com.txt | 63 B |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/8. Project House Price Prediction/3. House Price Prediction using Random Forest.srt | 23.6 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/6. Project Titanic - Machine Learning from Disaster/2. Implementing a Model to Predict Survival of Titanic Passengers.srt | 18.5 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/10. Project Telco Customer Churn/5. Survival Regression Analysis using Cox Proportional Hazard Regression Model.srt | 13.64 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/1. Kaggle Progression System/2. Kaggle Medals.srt | 2.26 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/6. Project Titanic - Machine Learning from Disaster/1. Introduction to the Titanic - Machine Learning from Disaster Competition.srt | 12.18 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/1. Kaggle Progression System/3. More on Kaggle Progression.srt | 2.23 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/2. Kaggle Competitions/1. Kaggle Competitions.srt | 11.95 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/7. Project Iris Species Classification/2. Coding an Iris Species Classifier in Sci-kit Learn.srt | 10.8 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/10. Project Telco Customer Churn/2. Telco Customer Churn Pipeline Data Analysis and Visualization.srt | 10.25 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/10. Project Telco Customer Churn/4. Survival Analysis to predict Churn using Kaplan-Meier Estimate.srt | 9.33 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/11. Project Avocado Prices Forecasting/2. Avocado Price Forecasting using Facebook Prophet.srt | 8.63 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/9. Theory Survival Regression Analysis/5. Survival Regression - Cox Proportional Hazard Regression Model.srt | 7.81 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/8. Project House Price Prediction/2. House Prices Dataset Description.srt | 7.26 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/3. Kaggle Datasets/3. Creating a Dataset.srt | 6.37 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/10. Project Telco Customer Churn/3. Telco Customer Churn Pipeline Data Preprocessing.srt | 5.71 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/10. Project Telco Customer Churn/1. Introduction to Telco Customer Churn Dataset.srt | 3.86 KiB |
| .pad/0 | 47 B |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/10. Project Telco Customer Churn/5. Survival Regression Analysis using Cox Proportional Hazard Regression Model.mp4 | 78.05 MiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/1. Kaggle Progression System/1. Kaggle Categories and Performance Tiers.srt | 5.67 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/2. Kaggle Competitions/2. Competition Formats.srt | 5.3 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/3. Kaggle Datasets/1. Types of Datasets on Kaggle.srt | 5.49 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/4. Kaggle Kernels/6. More on Kaggle Kernels.srt | 5.24 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/9. Theory Survival Regression Analysis/2. Censorship.srt | 4.56 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/2. Kaggle Competitions/5. Making a Submission.srt | 4.38 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/4. Kaggle Kernels/2. Searching for Kernels.srt | 4.36 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/3. Kaggle Datasets/2. Searching for Datasets.srt | 4.14 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/8. Project House Price Prediction/1. Introduction to House Prices - Advanced Regression Techniques Competition.srt | 4.08 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/3. Kaggle Datasets/5. Kaggle Datasets - Technical Specifications.srt | 1.44 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/4. Kaggle Kernels/1. Types of Kaggle Kernels.srt | 3.77 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/2. Kaggle Competitions/3. Joining a Competition.srt | 3.5 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/3. Kaggle Datasets/4. Organizations and Dataset Collaborations.srt | 3.46 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/9. Theory Survival Regression Analysis/4. Kaplan-Meier Estimate and Nelson Aalen Fitter.srt | 3.45 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/2. Kaggle Competitions/4. Forming a Team.srt | 3.17 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/4. Kaggle Kernels/3. Kernel Editor.srt | 2.25 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/2. Kaggle Competitions/6. Data Leakage.srt | 2.92 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/4. Kaggle Kernels/4. Data Sources.srt | 1.16 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/9. Theory Survival Regression Analysis/1. Introduction to Survival Analysis.srt | 2.84 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/4. Kaggle Kernels/5. Collaborating on Kernels.srt | 1.28 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/9. Theory Survival Regression Analysis/3. The Survival Function and the Hazard Function.srt | 2.82 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/5. Kaggle Public API/15. Configurations.srt | 2.68 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/5. Kaggle Public API/7. Creating and Maintaining Datasets.srt | 2.62 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/4. Kaggle Kernels/7. Kaggle Kernels - Technical Specifications.srt | 1.77 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/5. Kaggle Public API/3. Listing Competitions and Competition Files.srt | 2.62 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/5. Kaggle Public API/1. Installing and Authenticating.srt | 1.84 KiB |
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| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/7. Project Iris Species Classification/1. Introduction to the Iris Species Dataset.srt | 1.57 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/5. Kaggle Public API/4. Downloading a Competition.srt | 1.46 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/5. Kaggle Public API/13. Creating and Running a New Kernel.srt | 1.4 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/5. Kaggle Public API/8. Kaggle API with Kernels.srt | 1.31 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/5. Kaggle Public API/5. Kaggle API with Datasets.srt | 1.04 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/5. Kaggle Public API/14. Creating and Running a New Kernel Version.srt | 1.19 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/11. Project Avocado Prices Forecasting/1. Introduction to Avocado Prices Dataset.srt | 1.17 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/5. Kaggle Public API/12. Checking the Status and Output of a Kernel.srt | 1.16 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/5. Kaggle Public API/10. Kernel Metadata File.srt | 1.11 KiB |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/5. Kaggle Public API/11. Push and Pull a Kernel.srt | 1.06 KiB |
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| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/11. Project Avocado Prices Forecasting/3. Avocado Price Forecasting using Facebook Prophet Project Notebook.html | 236 B |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/12. Project New York City Taxi Trip Duration Prediction/1. New York City Taxi Trip Duration Prediction and Anomaly Detection Notebook.html | 235 B |
| [TutsNode.com] - Kaggle Masterclass - build a Data Science Portfolio/10. Project Telco Customer Churn/6. Survival Regression Analysis to Predict Churn Project Notebook.html | 233 B |
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