[FreeCourseSite com] Udemy - Complete 2022 Data Science & Machine Learning Bootcamp
File List
| File | Size |
|---|---|
| 0. Websites you may like/[CourseClub.Me].url | 122 B |
| 0. Websites you may like/[FreeCourseSite.com].url | 127 B |
| 0. Websites you may like/[GigaCourse.Com].url | 49 B |
| 01 - Introduction to the Course/001 What is Machine Learning.mp4 | 40.37 MB |
| 01 - Introduction to the Course/001 What is Machine Learning_en.vtt | 6.02 KB |
| 01 - Introduction to the Course/002 What is Data Science.mp4 | 39.83 MB |
| 01 - Introduction to the Course/002 What is Data Science_en.vtt | 5.04 KB |
| 01 - Introduction to the Course/003 Download the Syllabus.html | 994 B |
| 01 - Introduction to the Course/004 Top Tips for Succeeding on this Course.html | 2.06 KB |
| 01 - Introduction to the Course/005 Course Resources List.html | 1.12 KB |
| 01 - Introduction to the Course/18162714-ML-Data-Science-Syllabus.pdf | 103.97 KB |
| 01 - Introduction to the Course/external-assets-links.txt | 120 B |
| 02 - Predict Movie Box Office Revenue with Linear Regression/001 Introduction to Linear Regression & Specifying the Problem.mp4 | 26.51 MB |
| 02 - Predict Movie Box Office Revenue with Linear Regression/001 Introduction to Linear Regression & Specifying the Problem_en.vtt | 7.58 KB |
| 02 - Predict Movie Box Office Revenue with Linear Regression/002 Gather & Clean the Data.mp4 | 40.86 MB |
| 02 - Predict Movie Box Office Revenue with Linear Regression/002 Gather & Clean the Data_en.vtt | 12.2 KB |
| 02 - Predict Movie Box Office Revenue with Linear Regression/003 Explore & Visualise the Data with Python.mp4 | 105.12 MB |
| 02 - Predict Movie Box Office Revenue with Linear Regression/003 Explore & Visualise the Data with Python_en.vtt | 26.99 KB |
| 02 - Predict Movie Box Office Revenue with Linear Regression/004 The Intuition behind the Linear Regression Model.mp4 | 12.86 MB |
| 02 - Predict Movie Box Office Revenue with Linear Regression/004 The Intuition behind the Linear Regression Model_en.vtt | 9.45 KB |
| 02 - Predict Movie Box Office Revenue with Linear Regression/005 Analyse and Evaluate the Results.mp4 | 75.46 MB |
| 02 - Predict Movie Box Office Revenue with Linear Regression/005 Analyse and Evaluate the Results_en.vtt | 19.58 KB |
| 02 - Predict Movie Box Office Revenue with Linear Regression/006 Download the Complete Notebook Here.html | 242 B |
| 02 - Predict Movie Box Office Revenue with Linear Regression/007 Join the Student Community.html | 715 B |
| 02 - Predict Movie Box Office Revenue with Linear Regression/008 Any Feedback on this Section.html | 512 B |
| 02 - Predict Movie Box Office Revenue with Linear Regression/18175084-01-Linear-Regression-checkpoint.ipynb.zip | 37.64 KB |
| 02 - Predict Movie Box Office Revenue with Linear Regression/18175146-01-Linear-Regression-complete.ipynb.zip | 75.28 KB |
| 02 - Predict Movie Box Office Revenue with Linear Regression/9246634-cost-revenue-dirty.csv | 374.68 KB |
| 02 - Predict Movie Box Office Revenue with Linear Regression/9249290-cost-revenue-clean.csv | 90.82 KB |
| 02 - Predict Movie Box Office Revenue with Linear Regression/external-assets-links.txt | 212 B |
| 03 - Python Programming for Data Science and Machine Learning/001 Windows Users - Install Anaconda.mp4 | 32.19 MB |
| 03 - Python Programming for Data Science and Machine Learning/001 Windows Users - Install Anaconda_en.vtt | 7.72 KB |
| 03 - Python Programming for Data Science and Machine Learning/002 Mac Users - Install Anaconda.mp4 | 39.12 MB |
| 03 - Python Programming for Data Science and Machine Learning/002 Mac Users - Install Anaconda_en.vtt | 7.07 KB |
| 03 - Python Programming for Data Science and Machine Learning/003 Does LSD Make You Better at Maths.mp4 | 15.63 MB |
| 03 - Python Programming for Data Science and Machine Learning/003 Does LSD Make You Better at Maths_en.vtt | 6.42 KB |
| 03 - Python Programming for Data Science and Machine Learning/004 Download the 12 Rules to Learn to Code.html | 1.12 KB |
| 03 - Python Programming for Data Science and Machine Learning/005 [Python] - Variables and Types.mp4 | 47.55 MB |
| 03 - Python Programming for Data Science and Machine Learning/005 [Python] - Variables and Types_en.vtt | 14.49 KB |
| 03 - Python Programming for Data Science and Machine Learning/006 [Python] - Lists and Arrays.mp4 | 35.09 MB |
| 03 - Python Programming for Data Science and Machine Learning/006 [Python] - Lists and Arrays_en.vtt | 10.55 KB |
| 03 - Python Programming for Data Science and Machine Learning/007 [Python & Pandas] - Dataframes and Series.mp4 | 101.4 MB |
| 03 - Python Programming for Data Science and Machine Learning/007 [Python & Pandas] - Dataframes and Series_en.vtt | 24.43 KB |
| 03 - Python Programming for Data Science and Machine Learning/008 [Python] - Module Imports.mp4 | 186.86 MB |
| 03 - Python Programming for Data Science and Machine Learning/008 [Python] - Module Imports_en.vtt | 31.45 KB |
| 03 - Python Programming for Data Science and Machine Learning/009 [Python] - Functions - Part 1 Defining and Calling Functions.mp4 | 27.38 MB |
| 03 - Python Programming for Data Science and Machine Learning/009 [Python] - Functions - Part 1 Defining and Calling Functions_en.vtt | 9.15 KB |
| 03 - Python Programming for Data Science and Machine Learning/010 [Python] - Functions - Part 2 Arguments & Parameters.mp4 | 99.44 MB |
| 03 - Python Programming for Data Science and Machine Learning/010 [Python] - Functions - Part 2 Arguments & Parameters_en.vtt | 18.18 KB |
| 03 - Python Programming for Data Science and Machine Learning/011 [Python] - Functions - Part 3 Results & Return Values.mp4 | 54.13 MB |
| 03 - Python Programming for Data Science and Machine Learning/011 [Python] - Functions - Part 3 Results & Return Values_en.vtt | 14.46 KB |
| 03 - Python Programming for Data Science and Machine Learning/012 [Python] - Objects - Understanding Attributes and Methods.mp4 | 125.35 MB |
| 03 - Python Programming for Data Science and Machine Learning/012 [Python] - Objects - Understanding Attributes and Methods_en.vtt | 25.93 KB |
| 03 - Python Programming for Data Science and Machine Learning/013 How to Make Sense of Python Documentation for Data Visualisation.mp4 | 138.12 MB |
| 03 - Python Programming for Data Science and Machine Learning/013 How to Make Sense of Python Documentation for Data Visualisation_en.vtt | 23.06 KB |
| 03 - Python Programming for Data Science and Machine Learning/014 Working with Python Objects to Analyse Data.mp4 | 135.45 MB |
| 03 - Python Programming for Data Science and Machine Learning/014 Working with Python Objects to Analyse Data_en.vtt | 23.55 KB |
| 03 - Python Programming for Data Science and Machine Learning/015 [Python] - Tips, Code Style and Naming Conventions.mp4 | 67.18 MB |
| 03 - Python Programming for Data Science and Machine Learning/015 [Python] - Tips, Code Style and Naming Conventions_en.vtt | 14.66 KB |
| 03 - Python Programming for Data Science and Machine Learning/016 Download the Complete Notebook Here.html | 242 B |
| 03 - Python Programming for Data Science and Machine Learning/017 Any Feedback on this Section.html | 513 B |
| 03 - Python Programming for Data Science and Machine Learning/18179882-02-Python-Intro.ipynb.zip | 36.44 KB |
| 03 - Python Programming for Data Science and Machine Learning/18204473-12-Rules-to-Learn-to-Code.pdf | 2.25 MB |
| 03 - Python Programming for Data Science and Machine Learning/18877814-lsd-math-score-data.csv | 155 B |
| 03 - Python Programming for Data Science and Machine Learning/external-assets-links.txt | 83 B |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/001 What's Coming Up.mp4 | 12.92 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/001 What's Coming Up_en.vtt | 3.36 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/002 How a Machine Learns.mp4 | 10.47 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/002 How a Machine Learns_en.vtt | 6.32 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/003 Introduction to Cost Functions.mp4 | 39.02 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/003 Introduction to Cost Functions_en.vtt | 8.19 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/004 LaTeX Markdown and Generating Data with Numpy.mp4 | 47.01 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/004 LaTeX Markdown and Generating Data with Numpy_en.vtt | 14.82 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/005 Understanding the Power Rule & Creating Charts with Subplots.mp4 | 59.49 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/005 Understanding the Power Rule & Creating Charts with Subplots_en.vtt | 15.59 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/006 [Python] - Loops and the Gradient Descent Algorithm.mp4 | 92.92 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/006 [Python] - Loops and the Gradient Descent Algorithm_en.vtt | 37.63 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/007 [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).mp4 | 229.5 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/007 [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1)_en.vtt | 37.23 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/008 [Python] - Tuples and the Pitfalls of Optimisation (Part 2).mp4 | 145.22 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/008 [Python] - Tuples and the Pitfalls of Optimisation (Part 2)_en.vtt | 29.03 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/009 Understanding the Learning Rate.mp4 | 190.14 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/009 Understanding the Learning Rate_en.vtt | 32.56 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/010 How to Create 3-Dimensional Charts.mp4 | 152.02 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/010 How to Create 3-Dimensional Charts_en.vtt | 22.61 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/011 Understanding Partial Derivatives and How to use SymPy.mp4 | 102.67 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/011 Understanding Partial Derivatives and How to use SymPy_en.vtt | 17.62 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/012 Implementing Batch Gradient Descent with SymPy.mp4 | 65.49 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/012 Implementing Batch Gradient Descent with SymPy_en.vtt | 11.26 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/013 [Python] - Loops and Performance Considerations.mp4 | 106.59 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/013 [Python] - Loops and Performance Considerations_en.vtt | 15.67 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/014 Reshaping and Slicing N-Dimensional Arrays.mp4 | 95.11 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/014 Reshaping and Slicing N-Dimensional Arrays_en.vtt | 19.97 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/015 Concatenating Numpy Arrays.mp4 | 32.48 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/015 Concatenating Numpy Arrays_en.vtt | 7.8 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/016 Introduction to the Mean Squared Error (MSE).mp4 | 43.24 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/016 Introduction to the Mean Squared Error (MSE)_en.vtt | 11.02 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/017 Transposing and Reshaping Arrays.mp4 | 58.02 MB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/017 Transposing and Reshaping Arrays_en.vtt | 11.69 KB |
| 04 - Introduction to Optimisation and the Gradient Descent Algorithm/018 Implementing a MSE Cost Function.mp4 | 54.55 MB |
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