Filename | Size |
| 01. Introduction to the Course/1. What is Machine Learning.mp4 | 45.3 MB |
| 01. Introduction to the Course/1. What is Machine Learning.vtt | 5.8 KB |
| 01. Introduction to the Course/2. What is Data Science.mp4 | 42.9 MB |
| 01. Introduction to the Course/2. What is Data Science.vtt | 4.9 KB |
| 01. Introduction to the Course/3. Download the Syllabus.html | 1 KB |
| 01. Introduction to the Course/3.1 ML Data Science Syllabus.pdf.pdf | 104 KB |
| 01. Introduction to the Course/4. Top Tips for Succeeding on this Course.html | 2.1 KB |
| 01. Introduction to the Course/4.1 App Brewery Cornell Notes Template.html | 141 B |
| 01. Introduction to the Course/5. Course Resources List.html | 1.1 KB |
| 02. Predict Movie Box Office Revenue with Linear Regression/1. Introduction to Linear Regression & Specifying the Problem.mp4 | 30.3 MB |
| 02. Predict Movie Box Office Revenue with Linear Regression/1. Introduction to Linear Regression & Specifying the Problem.vtt | 7.3 KB |
| 02. Predict Movie Box Office Revenue with Linear Regression/1.1 Course Resources.html | 122 B |
| 02. Predict Movie Box Office Revenue with Linear Regression/2. Gather & Clean the Data.mp4 | 97 MB |
| 02. Predict Movie Box Office Revenue with Linear Regression/2. Gather & Clean the Data.vtt | 11.7 KB |
| 02. Predict Movie Box Office Revenue with Linear Regression/2.1 cost_revenue_dirty.csv.csv | 374.7 KB |
| 02. Predict Movie Box Office Revenue with Linear Regression/2.2 The-Numbers Movie Budgets.html | 102 B |
| 02. Predict Movie Box Office Revenue with Linear Regression/3. Explore & Visualise the Data with Python.mp4 | 148.2 MB |
| 02. Predict Movie Box Office Revenue with Linear Regression/3. Explore & Visualise the Data with Python.vtt | 26.4 KB |
| 02. Predict Movie Box Office Revenue with Linear Regression/3.1 cost_revenue_clean.csv.csv | 90.8 KB |
| 02. Predict Movie Box Office Revenue with Linear Regression/3.2 Try Jupyter in your Browser.html | 85 B |
| 02. Predict Movie Box Office Revenue with Linear Regression/4. The Intuition behind the Linear Regression Model.mp4 | 29.6 MB |
| 02. Predict Movie Box Office Revenue with Linear Regression/4. The Intuition behind the Linear Regression Model.vtt | 9.1 KB |
| 02. Predict Movie Box Office Revenue with Linear Regression/4.1 01 Linear Regression (checkpoint).ipynb.zip.zip | 37.6 KB |
| 02. Predict Movie Box Office Revenue with Linear Regression/5. Analyse and Evaluate the Results.mp4 | 105.2 MB |
| 02. Predict Movie Box Office Revenue with Linear Regression/5. Analyse and Evaluate the Results.vtt | 18.9 KB |
| 02. Predict Movie Box Office Revenue with Linear Regression/6. Download the Complete Notebook Here.html | 242 B |
| 02. Predict Movie Box Office Revenue with Linear Regression/6.1 01 Linear Regression (complete).ipynb.zip.zip | 75.3 KB |
| 02. Predict Movie Box Office Revenue with Linear Regression/7. Join the Student Community.html | 730 B |
| 03. Python Programming for Data Science and Machine Learning/1. Windows Users - Install Anaconda.mp4 | 49.6 MB |
| 03. Python Programming for Data Science and Machine Learning/1. Windows Users - Install Anaconda.vtt | 7.5 KB |
| 03. Python Programming for Data Science and Machine Learning/1.1 Course Resources.html | 122 B |
| 03. Python Programming for Data Science and Machine Learning/10. [Python] - Module Imports.mp4 | 232.1 MB |
| 03. Python Programming for Data Science and Machine Learning/10. [Python] - Module Imports.vtt | 30.4 KB |
| 03. Python Programming for Data Science and Machine Learning/11. [Python] - Functions - Part 1 Defining and Calling Functions.mp4 | 41.6 MB |
| 03. Python Programming for Data Science and Machine Learning/11. [Python] - Functions - Part 1 Defining and Calling Functions.vtt | 8.9 KB |
| 03. Python Programming for Data Science and Machine Learning/12. Python Functions Coding Exercise - Part 1.html | 149 B |
| 03. Python Programming for Data Science and Machine Learning/13. [Python] - Functions - Part 2 Arguments & Parameters.mp4 | 128.2 MB |
| 03. Python Programming for Data Science and Machine Learning/13. [Python] - Functions - Part 2 Arguments & Parameters.vtt | 17.6 KB |
| 03. Python Programming for Data Science and Machine Learning/14. Python Functions Coding Exercise - Part 2.html | 149 B |
| 03. Python Programming for Data Science and Machine Learning/15. [Python] - Functions - Part 3 Results & Return Values.mp4 | 82.6 MB |
| 03. Python Programming for Data Science and Machine Learning/15. [Python] - Functions - Part 3 Results & Return Values.vtt | 14.1 KB |
| 03. Python Programming for Data Science and Machine Learning/16. Python Functions Coding Exercise - Part 3.html | 149 B |
| 03. Python Programming for Data Science and Machine Learning/17. [Python] - Objects - Understanding Attributes and Methods.mp4 | 156.8 MB |
| 03. Python Programming for Data Science and Machine Learning/17. [Python] - Objects - Understanding Attributes and Methods.vtt | 25.2 KB |
| 03. Python Programming for Data Science and Machine Learning/18. How to Make Sense of Python Documentation for Data Visualisation.mp4 | 171.5 MB |
| 03. Python Programming for Data Science and Machine Learning/18. How to Make Sense of Python Documentation for Data Visualisation.vtt | 22.5 KB |
| 03. Python Programming for Data Science and Machine Learning/19. Working with Python Objects to Analyse Data.vtt | 23 KB |
| 03. Python Programming for Data Science and Machine Learning/2. Mac Users - Install Anaconda.mp4 | 52.4 MB |
| 03. Python Programming for Data Science and Machine Learning/2. Mac Users - Install Anaconda.vtt | 6.8 KB |
| 03. Python Programming for Data Science and Machine Learning/2.1 Course Resources.html | 122 B |
| 03. Python Programming for Data Science and Machine Learning/20. [Python] - Tips, Code Style and Naming Conventions.mp4 | 81.5 MB |
| 03. Python Programming for Data Science and Machine Learning/20. [Python] - Tips, Code Style and Naming Conventions.vtt | 14.1 KB |
| 03. Python Programming for Data Science and Machine Learning/21. Download the Complete Notebook Here.html | 242 B |
| 03. Python Programming for Data Science and Machine Learning/21.1 02 Python Intro.ipynb.zip.zip | 36.4 KB |
| 03. Python Programming for Data Science and Machine Learning/3. Does LSD Make You Better at Maths.mp4 | 42.3 MB |
| 03. Python Programming for Data Science and Machine Learning/3. Does LSD Make You Better at Maths.vtt | 6.2 KB |
| 03. Python Programming for Data Science and Machine Learning/4. Download the 12 Rules to Learn to Code.html | 1.1 KB |
| 03. Python Programming for Data Science and Machine Learning/4.1 12 Rules to Learn to Code.pdf.pdf | 2.2 MB |
| 03. Python Programming for Data Science and Machine Learning/5. [Python] - Variables and Types.mp4 | 71.4 MB |
| 03. Python Programming for Data Science and Machine Learning/5. [Python] - Variables and Types.vtt | 14.2 KB |
| 03. Python Programming for Data Science and Machine Learning/6. Python Variable Coding Exercise.html | 149 B |
| 03. Python Programming for Data Science and Machine Learning/7. [Python] - Lists and Arrays.mp4 | 53.5 MB |
| 03. Python Programming for Data Science and Machine Learning/7. [Python] - Lists and Arrays.mp4.jpg | 59 KB |
| 03. Python Programming for Data Science and Machine Learning/7. [Python] - Lists and Arrays.txt | 235 B |
| 03. Python Programming for Data Science and Machine Learning/7. [Python] - Lists and Arrays.vtt | 10.5 KB |
| 03. Python Programming for Data Science and Machine Learning/8. Python Lists Coding Exercise.html | 149 B |
| 03. Python Programming for Data Science and Machine Learning/9. [Python & Pandas] - Dataframes and Series.mp4 | 153.2 MB |
| 03. Python Programming for Data Science and Machine Learning/9. [Python & Pandas] - Dataframes and Series.vtt | 24 KB |
| 03. Python Programming for Data Science and Machine Learning/9.1 lsd_math_score_data.csv.csv | 155 B |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/1. What's Coming Up.mp4 | 20.9 MB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/1. What's Coming Up.vtt | 3.2 KB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/1.1 Course Resources.html | 122 B |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/10. Understanding the Learning Rate.mp4 | 236.6 MB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/10. Understanding the Learning Rate.vtt | 31.3 KB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/11. How to Create 3-Dimensional Charts.mp4 | 193.5 MB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/11. How to Create 3-Dimensional Charts.vtt | 22.8 KB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/12. Understanding Partial Derivatives and How to use SymPy.mp4 | 132.8 MB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/12. Understanding Partial Derivatives and How to use SymPy.vtt | 17.4 KB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/13. Implementing Batch Gradient Descent with SymPy.mp4 | 86.8 MB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/13. Implementing Batch Gradient Descent with SymPy.vtt | 11.2 KB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/14. [Python] - Loops and Performance Considerations.mp4 | 131.1 MB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/14. [Python] - Loops and Performance Considerations.vtt | 15.5 KB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/2. How a Machine Learns.mp4 | 22.8 MB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/2. How a Machine Learns.vtt | 6.1 KB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/3. Introduction to Cost Functions.mp4 | 66.2 MB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/3. Introduction to Cost Functions.vtt | 7.9 KB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/4. LaTeX Markdown and Generating Data with Numpy.mp4 | 90.5 MB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/4. LaTeX Markdown and Generating Data with Numpy.vtt | 14.7 KB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/5. Understanding the Power Rule & Creating Charts with Subplots.mp4 | 90.2 MB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/5. Understanding the Power Rule & Creating Charts with Subplots.vtt | 15.2 KB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/6. [Python] - Loops and the Gradient Descent Algorithm.mp4 | 287.5 MB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/6. [Python] - Loops and the Gradient Descent Algorithm.vtt | 35.9 KB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/7. Python Loops Coding Exercise.html | 149 B |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/8. [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).mp4 | 291.3 MB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/8. [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).vtt | 36.4 KB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/9. [Python] - Tuples and the Pitfalls of Optimisation (Part 2).mp4 | 219 MB |
| 04. Introduction to Optimisation and the Gradient Descent Algorithm/9. [Python] - Tuples and the Pitfalls of Optimisation (Part 2).vtt | 28.5 KB |
| Udemy Course downloader.txt | 94 B |