Udemy - Complete Machine Learning and Data Science Bootcamp 2021
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- Info Hash: 8415BF74D3A3147854E92873333B3D986FC0CD8D
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Description
This is a brand new Machine Learning and Data Science course just launched and updated this month with the latest trends and skills for 2021! Become a complete Data Scientist and Machine Learning engineer! Join a live online community of 400,000+ engineers and a course taught by industry experts that have actually worked for large companies in places like Silicon Valley and Toronto. Graduates of Andrei’s courses are now working at Google, Tesla, Amazon, Apple, IBM, JP Morgan, , + other top tech companies. You will go from zero to mastery!
Learn Data Science and Machine Learning from scratch, get hired, and have fun along the way with the most modern, up-to-date Data Science course on Udemy (we use the latest version of Python, Tensorflow 2.0 and other libraries). This course is focused on efficiency: never spend time on confusing, out of date, incomplete Machine Learning tutorials anymore. We are pretty confident that this is the most comprehensive and modern course you will find on the subject anywhere (bold statement, we know).
This comprehensive andproject based course will introduce you to all of the modern skills of a Data Scientist and along the way, we will build many real world projects to add to your portfolio. You will get access to all the code, workbooks and templates (Jupyter Notebooks) on Github, so that you can put them on your portfolio right away! We believe this course solves the biggest challenge to entering the Data Science and Machine Learning field: having all the necessary resources in one place and learning the latest trends and on the job skills that employers want.
The curriculum is going to be very hands on as we walk you from start to finish of becoming a professional Machine Learning and Data Science engineer. The course covers 2 tracks. If you already know programming, you can dive right in and skip the section where we teach you Python from scratch. If you are completely new, we take you from the very beginning and actually teach you Python and how to use it in the real world for our projects. Don’t worry, once we go through the basics like Machine Learning 101 and Python, we then get going into advanced topics like Neural Networks, Deep Learning and Transfer Learning so you can get real life practice and be ready for the real world (We show you fully fledged Data Science and Machine Learning projects and give you programming Resources and Cheatsheets)!
The topics covered in this course are:
– Data Exploration and Visualizations
– Neural Networks and Deep Learning
– Model Evaluation and Analysis
– Python 3
– Tensorflow 2.0
– Numpy
– Scikit-Learn
– Data Science and Machine Learning Projects and Workflows
– Data Visualization in Python with MatPlotLib and Seaborn
– Transfer Learning
– Image recognition and classification
– Train/Test and cross validation
– Supervised Learning: Classification, Regression and Time Series
– Decision Trees and Random Forests
– Ensemble Learning
– Hyperparameter Tuning
– Using Pandas Data Frames to solve complex tasks
– Use Pandas to handle CSV Files
– Deep Learning / Neural Networks with TensorFlow 2.0 and Keras
– Using Kaggle and entering Machine Learning competitions
– How to present your findings and impress your boss
– How to clean and prepare your data for analysis
– K Nearest Neighbours
– Support Vector Machines
– Regression analysis (Linear Regression/Polynomial Regression)
– How Hadoop, Apache Spark, Kafka, and Apache Flink are used
– Setting up your environment with Conda, MiniConda, and Jupyter Notebooks
– Using GPUs with Google Colab
By the end of this course, you will be a complete Data Scientist that can get hired at large companies. We are going to use everything we learn in the course to build professional real world projects like Heart Disease Detection, Bulldozer Price Predictor, Dog Breed Image Classifier, and many more. By the end, you will have a stack of projects you have built that you can show off to others.
Here’s the truth: Most courses teach you Data Science and do just that. They show you how to get started. But the thing is, you don’t know where to go from there or how to build your own projects. Or they show you a lot of code and complex math on the screen, but they don’t really explain things well enough for you to go off on your own and solve real life machine learning problems.
Whether you are new to programming, or want to level up your Data Science skills, or are coming from a different industry, this course is for you. This course is not about making you just code along without understanding the principles so that when you are done with the course you don’t know what to do other than watch another tutorial. No! This course will push you and challenge you to go from an absolute beginner with no Data Science experience, to someone that can go off, forget about Daniel and Andrei, and build their own Data Science and Machine learning workflows.
Machine Learning has applications in Business Marketing and Finance, Healthcare, Cybersecurity, Retail, Transportation and Logistics, Agriculture, Internet of Things, Gaming and Entertainment, Patient Diagnosis, Fraud Detection, Anomaly Detection in Manufacturing, Government, Academia/Research, Recommendation Systems and so much more. The skills learned in this course are going to give you a lot of options for your career.
You hear statements like Artificial Neural Network, or Artificial Intelligence (AI), and by the end of this course, you will finally understand what these mean!
Click “Enroll Now” and join others in our community to get a leg up in the industry, and learn Data Scientist and Machine Learning. We guarantee this is better than any bootcamp or online course out there on the topic. See you inside the course!
Taught By:
Daniel Bourke:
A self-taught Machine Learning Engineer who lives on the internet with an uncurable desire to take long walks and fill up blank pages.
My experience in machine learning comes from working at one of Australia’s fastest-growing artificial intelligence agencies, Max Kelsen.
I’ve worked on machine learning and data problems across a wide range of industries including healthcare, eCommerce, finance, retail and more.
Two of my favourite projects include building a machine learning model to extract information from doctors notes for one of Australia’s leading medical research facilities, as well as building a natural language model to assess insurance claims for one of Australia’s largest insurance groups.
Due to the performance of the natural language model (a model which reads insurance claims and decides which party is at fault), the insurance company were able to reduce their daily assessment load by up to 2,500 claims.
My long-term goal is to combine my knowledge of machine learning and my background in nutrition to work towards answering the question “what should I eat?”.
Aside from building machine learning models on my own, I love writing about and making videos on the process. My articles and videos on machine learning on Medium, personal blog and YouTube have collectively received over 5-million views.
I love nothing more than a complicated topic explained in an entertaining and educative matter. I know what it’s like to try and learn a new topic, online and on your own. So I pour my soul into making sure my creations are accessible as possible.
My modus operandi (a fancy term for my way of doing things) is learning to create and creating to learn. If you know the Japanese word for this concept, please let me know.
Questions are always welcome.
——–
Andrei Neagoie:
Andrei is the instructor of the highest rated Development courses on Udemy as well as one of the fastest growing. His graduates have moved on to work for some of the biggest tech companies around the world like Apple, Google, Amazon, JP Morgan, IBM, UNIQLO etc… He has been working as a senior software developer in Silicon Valley and Toronto for many years, and is now taking all that he has learned, to teach programming skills and to help you discover the amazing career opportunities that being a developer allows in life.
Having been a self taught programmer, he understands that there is an overwhelming number of online courses, tutorials and books that are overly verbose and inadequate at teaching proper skills. Most people feel paralyzed and don’t know where to start when learning a complex subject matter, or even worse, most people don’t have $20,000 to spend on a coding bootcamp. Programming skills should be affordable and open to all. An education material should teach real life skills that are current and they should not waste a student’s valuable time. Having learned important lessons from working for Fortune 500 companies, tech startups, to even founding his own business, he is now dedicating 100% of his time to teaching others valuable software development skills in order to take control of their life and work in an exciting industry with infinite possibilities.
Andrei promises you that there are no other courses out there as comprehensive and as well explained. He believes that in order to learn anything of value, you need to start with the foundation and develop the roots of the tree. Only from there will you be able to learn concepts and specific skills(leaves) that connect to the foundation. Learning becomes exponential when structured in this way.
Taking his experience in educational psychology and coding, Andrei’s courses will take you on an understanding of complex subjects that you never thought would be possible.
See you inside the course!
Who this course is for:
Anyone with zero experience (or beginner/junior) who wants to learn Machine Learning, Data Science and Python
You are a programmer that wants to extend their skills into Data Science and Machine Learning to make yourself more valuable
Anyone who wants to learn these topics from industry experts that don’t only teach, but have actually worked in the field
You’re looking for one single course to teach you about Machine learning and Data Science and get you caught up to speed with the industry
You want to learn the fundamentals and be able to truly understand the topics instead of just watching somebody code on your screen for hours without really “getting it”
You want to learn to use Deep learning and Neural Networks with your projects
You want to add value to your own business or company you work for, by using powerful Machine Learning tools.
Requirements
No prior experience is needed (not even Math and Statistics). We start from the very basics.
A computer (Linux/Windows/Mac) with internet connection.
Two paths for those that know programming and those that don’t.
All tools used in this course are free for you to use.
Last Updated 3/2021
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/16. Career Advice + Extra Bits/9. CWD Git + Github.srt | 21.17 KiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/16. Career Advice + Extra Bits/10. CWD Git + Github 2.srt | 18.25 KiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/6. Pandas Data Analysis/8. Selecting and Viewing Data with Pandas Part 2.srt | 17.92 KiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/12. Milestone Project 2 Supervised Learning (Time Series Data)/19. Preproccessing Our Data.srt | 17.8 KiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/4. The 2 Paths/2. Python + Machine Learning Monthly.html | 917 B |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/7. NumPy/13. Exercise Nut Butter Store Sales.srt | 16.96 KiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/11. Milestone Project 1 Supervised Learning (Classification)/23.1 End-to-end Heart Disease Classification Notebook (with annotations).html | 201 B |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/44. Finishing Dog Vision Where to next.html | 3.86 KiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/12. Milestone Project 2 Supervised Learning (Time Series Data)/21.1 End-to-end Bluebook Bulldozer Regression Notebook (with annotations).html | 208 B |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/13. Data Engineering/2.1 Kaggle.html | 92 B |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/20. Where To Go From Here/1. Become An Alumni.html | 944 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/19. Bonus Learn Advanced Statistics and Mathematics for FREE!/1. Statistics and Mathematics.html | 71 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/13. Data Engineering/7.1 OLTP vs OLAP.html | 126 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/13. Data Engineering/7.2 A Primer on ACID Transactions.html | 117 B |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/3. Setting Up With Google.html | 568 B |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/10. How To Succeed.html | 28 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/8. Matplotlib Plotting and Data Visualization/2.1 Introduction to Matplotlib Jupyter Notebook (from the upcoming videos).html | 195 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/43.2 End-to-end Dog Vision Notebook (from the videos).html | 191 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/43.1 End-to-end Dog Vision Notebook (with annotations).html | 185 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/4.5 End-to-end Dog Vision Notebook (the project we'll be working through).html | 182 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/42.1 Dog Vision Predictions with MobileNetV2 Ready for Kaggle Submission.html | 18 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/4.1 Kaggle Dog Breed Identification Competition (the basis of our upcoming project).html | 119 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/4.2 Google Colab (our workspace for the upcoming project).html | 95 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/4.3 Google Colab IO example (how to get data in and out of your Colab notebook).html | 113 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/4.4 Introduction to Google Colab example notebook.html | 116 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/27.2 Step by step breakdown of a convolutional neural network (what MobileNetV2 is made of).html | 172 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/41.1 Dog Vision Prediction Probabilities Array.html | 17 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/18. Learn Python Part 2/4.1 Truthy vs Falsey Stackoverflow.html | 17 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/5.1 Google Colab FAQ (things you should know about Google Colab).html | 11 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/5.2 Google Colab (our workspace for the upcoming project).html | 95 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/28.1 [Article] How to choose loss & activation functions when building a deep learning model.html | 169 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/20. Where To Go From Here/3. Course Review.html | 169 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/6.1 Kaggle Dog Breed Identification Competition Data.html | 115 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/6.2 Google Colab IO example (how to get data in and out of your Colab notebook).html | 113 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/20. Where To Go From Here/4. The Final Challenge.html | 169 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/27.3 MobileNetV2 (the model we're using) architecture explanation by Sik-Ho Tsang.html | 163 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/6.3 Python 2 vs Python 3 - another one.html | 161 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/15. Storytelling + Communication How To Present Your Work/2.1 How to Think About Communicating and Sharing Your Work (blog post).html | 142 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/31.1 Early Stopping Callback (a way to stop your model from training when it stops improving) Documentation.html | 136 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/30.1 TensorBoard Callback Documentation.html | 134 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/25.3 MobileNetV2 (the model we're using) on TensorFlow Hub.html | 132 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/10.1 Loading TensorFlow 2.0 into a Colab Notebook (if it isn't the default).html | 129 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/14.1 Documentation on how many images Google recommends for image problems.html | 129 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/6.1 Python 2 vs Python 3.html | 128 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/35.1 TensorFlow documentation for the unbatch() function.html | 127 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/11.1 Google Colab example GPU usage.html | 114 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/44.1 Dictionary Methods.html | 119 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/21.1 Yann LeCun's (OG of deep learning) Tweet on Batch Sizes.html | 118 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/12.1 Introduction to Google Colab example notebook.html | 116 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/12.2 Google Colab Example of GPU speed up versus CPU.html | 114 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/17.1 Python Keywords.html | 117 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/36.1 Python Keywords.html | 117 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/19.1 Exercise Repl.html | 116 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/27.1 String Methods.html | 115 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/18.1 Documentation for loading images in TensorFlow.html | 114 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/47.1 Tuple Methods.html | 114 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/35.1 List Methods.html | 113 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/49.2 Sets Methods.html | 112 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/16.1 Base Numbers.html | 111 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/27.2 Built in Functions.html | 109 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/17.1 Blog post by Rachel Thomas (of fast.ai) on how and why you should create a validation set.html | 108 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/26.1 Keras in TensorFlow Overview Documentation.html | 108 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/18. Learn Python Part 2/30.1 Solution Repl.html | 108 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/27.1 The Softmax Function (activation function we use in our model).html | 107 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/15. Storytelling + Communication How To Present Your Work/6.1 fast_template by fast.ai (a template you can use for your blog on GitHub Pages).html | 106 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/18.2 TensorFlow guidelines for loading all kinds of data (turning your data into Tensors).html | 98 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/14.1 Exercise Repl.html | 106 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/15.1 Exercise Repl.html | 106 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/30.1 Python Comments Best Practices.html | 106 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/6.2 The Story of Python.html | 104 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/11.1 Floating point numbers.html | 104 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/24.1 Exercise Repl.html | 104 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/18. Learn Python Part 2/20.1 Solution Repl.html | 102 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/18. Learn Python Part 2/43.2 Solution Repl.html | 102 B |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/23.1 TensorFlow Hub (resource for pre-trained deep learning models and more).html | 79 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/18. Learn Python Part 2/18.2 Solution Repl.html | 99 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/45.1 Exercise Repl.html | 97 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/25.1 Andrei Karpathy's talk on AI at Tesla.html | 95 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/18. Learn Python Part 2/34.1 Solution Repl.html | 95 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/25.2 Papers with Code (a great resource for some of the best machine learning papers with code examples).html | 88 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/36.2 Exercise Repl.html | 94 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/25.4 PyTorch Hub (PyTorch version of TensorFlow Hub).html | 85 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/25.5 TensorFlow Hub (resource for pre-trained deep learning models and more).html | 79 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/38.1 Exercise Repl.html | 94 B |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/18. Learn Python Part 2/12.1 Solution Repl.html | 92 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/49.1 Exercise Repl.html | 91 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/15. Storytelling + Communication How To Present Your Work/6.2 Devblog by Hashnode (an easy and free way to create a blog you own).html | 89 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/2.1 python.org.html | 84 B |
| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/3.1 Glot.io.html | 77 B |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/16. Career Advice + Extra Bits/3. What If I Don't Have Enough Experience.mp4 | 160.95 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/12. Milestone Project 2 Supervised Learning (Time Series Data)/8. Feature Engineering.mp4 | 159.14 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/5. Data Science Environment Setup/5. Mac Environment Setup.mp4 | 144.39 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/40. Training Model On Full Dataset.mp4 | 139.82 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/12. Milestone Project 2 Supervised Learning (Time Series Data)/19. Preproccessing Our Data.mp4 | 139.3 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/11. Milestone Project 1 Supervised Learning (Classification)/10. Finding Patterns 3.mp4 | 137.86 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/9. Scikit-learn Creating Machine Learning Models/15. Getting Your Data Ready Handling Missing Values With Scikit-learn.mp4 | 136.89 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/9. Scikit-learn Creating Machine Learning Models/11. Getting Your Data Ready Convert Data To Numbers.mp4 | 135.02 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/15. Preparing The Images.mp4 | 133.89 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/16. Career Advice + Extra Bits/11. Contributing To Open Source.mp4 | 130.26 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/35. Transform Predictions To Text.mp4 | 129.87 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/11. Milestone Project 1 Supervised Learning (Classification)/22. Finding The Most Important Features.mp4 | 127.49 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/39. Saving And Loading A Trained Model.mp4 | 126.98 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/5. Data Science Environment Setup/6. Mac Environment Setup 2.mp4 | 125.46 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/8. Matplotlib Plotting and Data Visualization/18. Customizing Your Plots 2.mp4 | 123.6 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/22. Visualizing Our Data.mp4 | 121.99 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/25. Building A Deep Learning Model.mp4 | 121.85 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/42. Submitting Model to Kaggle.mp4 | 121.34 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/8. Matplotlib Plotting and Data Visualization/16. Plotting from Pandas DataFrames 7.mp4 | 119.75 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/36. Visualizing Model Predictions.mp4 | 119.31 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/43. Making Predictions On Our Images.mp4 | 119.24 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/9. Scikit-learn Creating Machine Learning Models/20. Choosing The Right Model For Your Data 3 (Classification).mp4 | 118.84 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/16. Career Advice + Extra Bits/10. CWD Git + Github 2.mp4 | 118.35 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/9. Scikit-learn Creating Machine Learning Models/49. Putting It All Together 2.mp4 | 116.85 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/9. Importing TensorFlow 2.mp4 | 116.76 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/14. Loading Our Data Labels.mp4 | 114.82 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/38. Visualizing And Evaluate Model Predictions 3.mp4 | 113.21 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/16. Career Advice + Extra Bits/12. Contributing To Open Source 2.mp4 | 113.05 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/11. Milestone Project 1 Supervised Learning (Classification)/15. Tuning Hyperparameters.mp4 | 108 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/16. Turning Data Labels Into Numbers.mp4 | 107.46 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/6. Pandas Data Analysis/8. Selecting and Viewing Data with Pandas Part 2.mp4 | 106.5 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/12. Milestone Project 2 Supervised Learning (Time Series Data)/10. Filling Missing Numerical Values.mp4 | 106.34 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/27. Building A Deep Learning Model 3.mp4 | 105.92 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/26. Building A Deep Learning Model 2.mp4 | 105.9 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/11. Milestone Project 1 Supervised Learning (Classification)/5. Step 1~4 Framework Setup.mp4 | 105.5 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/19. Preprocess Images 2.mp4 | 105.07 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/6. Pandas Data Analysis/9. Manipulating Data.mp4 | 104.99 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/9. Scikit-learn Creating Machine Learning Models/12. Getting Your Data Ready Handling Missing Values With Pandas.mp4 | 104.84 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/1. What Is A Programming Language.mp4 | 104.77 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/11. Milestone Project 1 Supervised Learning (Classification)/16. Tuning Hyperparameters 2.mp4 | 104.12 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/5. Data Science Environment Setup/12. Jupyter Notebook Walkthrough 2.mp4 | 103.9 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/11. Milestone Project 1 Supervised Learning (Classification)/14. TuningImproving Our Model.mp4 | 102.78 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/2. Deep Learning and Unstructured Data.mp4 | 102.04 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/12. Milestone Project 2 Supervised Learning (Time Series Data)/3. Project Environment Setup.mp4 | 101.27 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/11. Milestone Project 1 Supervised Learning (Classification)/3. Project Environment Setup.mp4 | 100.76 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/11. Milestone Project 1 Supervised Learning (Classification)/9. Finding Patterns 2.mp4 | 99.92 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/8. Matplotlib Plotting and Data Visualization/11. Plotting From Pandas DataFrames 2.mp4 | 98.8 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/11. Milestone Project 1 Supervised Learning (Classification)/12. Choosing The Right Models.mp4 | 96.43 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/9. Scikit-learn Creating Machine Learning Models/26. Evaluating A Machine Learning Model 2 (Cross Validation).mp4 | 95.97 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/6. Pandas Data Analysis/4. Series, Data Frames and CSVs.mp4 | 95.37 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/9. Scikit-learn Creating Machine Learning Models/39. Evaluating A Model With Scikit-learn Functions.mp4 | 94.82 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/17. Learn Python/17. Variables.mp4 | 93.56 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/8. Matplotlib Plotting and Data Visualization/17. Customizing Your Plots.mp4 | 92.21 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/9. Scikit-learn Creating Machine Learning Models/38. Evaluating A Model With Cross Validation and Scoring Parameter.mp4 | 91.49 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/7. NumPy/13. Exercise Nut Butter Store Sales.mp4 | 91.32 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/18. Preprocess Images.mp4 | 90.1 MiB |
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| [TutsNode.com] - Complete Machine Learning & Data Science Bootcamp 2021/14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/13. Optional Reloading Colab Notebook.mp4 | 88.66 MiB |
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