| Parent directory/ | - | - |
| 1.1 Course Resources.html | 122 B | 2024-Jul-11 09:19 |
| 39. Download the Complete Notebook Here.html | 242 B | 2024-Jul-11 09:20 |
| 23. A Note for the Next Lesson.html | 476 B | 2024-Jul-11 09:20 |
| 40. Any Feedback on this Section.html | 519 B | 2024-Jul-11 09:20 |
| 37. Coding Challenge Solution Preparing the Test Data.srt | 4.5 KiB | 2024-Jul-11 09:20 |
| 3. How to Add the Lesson Resources to the Project.srt | 5.0 KiB | 2024-Jul-11 09:20 |
| 5. Basic Probability.srt | 5.3 KiB | 2024-Jul-11 09:20 |
| 29. Solving the Hamlet Challenge.srt | 6.0 KiB | 2024-Jul-11 09:20 |
| 10. Extracting the Text in the Email Body.srt | 6.0 KiB | 2024-Jul-11 09:19 |
| 4. The Naive Bayes Algorithm and the Decision Boundary for a Classifier.srt | 6.1 KiB | 2024-Jul-11 09:20 |
| 32. Coding Challenge Check for Membership in a Collection.srt | 6.1 KiB | 2024-Jul-11 09:20 |
| 15. Saving a JSON File with Pandas.srt | 6.9 KiB | 2024-Jul-11 09:19 |
| 12. Create a Pandas DataFrame of Email Bodies.srt | 7.2 KiB | 2024-Jul-11 09:19 |
| 33. Coding Challenge Find the Longest Email.srt | 7.5 KiB | 2024-Jul-11 09:20 |
| 18. Introduction to Natural Language Processing (NLP).srt | 8.2 KiB | 2024-Jul-11 09:19 |
| 22. Creating a Function for Text Processing.srt | 8.4 KiB | 2024-Jul-11 09:20 |
| 14. Cleaning Data (Part 2) Working with a DataFrame Index.srt | 9.2 KiB | 2024-Jul-11 09:19 |
| 17. Data Visualisation (Part 2) Donut Charts.srt | 9.6 KiB | 2024-Jul-11 09:19 |
| 1. How to Translate a Business Problem into a Machine Learning Problem.srt | 9.7 KiB | 2024-Jul-11 09:19 |
| 20. Word Stemming & Removing Punctuation.srt | 10.6 KiB | 2024-Jul-11 09:19 |
| 21. Removing HTML tags with BeautifulSoup.srt | 11.0 KiB | 2024-Jul-11 09:20 |
| 8. Reading Files (Part 1) Absolute Paths and Relative Paths.srt | 11.7 KiB | 2024-Jul-11 09:20 |
| 26. Word Clouds & How to install Additional Python Packages.srt | 12.0 KiB | 2024-Jul-11 09:20 |
| 36. Sparse Matrix (Part 3) Using groupby() and Saving .txt Files.srt | 12.2 KiB | 2024-Jul-11 09:20 |
| 24. Advanced Subsetting on DataFrames the apply() Function.srt | 13.5 KiB | 2024-Jul-11 09:20 |
| 38. Checkpoint Understanding the Data.srt | 13.7 KiB | 2024-Jul-11 09:20 |
| 27. Creating your First Word Cloud.srt | 13.7 KiB | 2024-Jul-11 09:20 |
| 2. Gathering Email Data and Working with Archives & Text Editors.srt | 14.1 KiB | 2024-Jul-11 09:19 |
| 9. Reading Files (Part 2) Stream Objects and Email Structure.srt | 14.6 KiB | 2024-Jul-11 09:20 |
| 30. Styling Word Clouds with Custom Fonts.srt | 14.8 KiB | 2024-Jul-11 09:20 |
| 7. Bayes Theorem.srt | 15.2 KiB | 2024-Jul-11 09:20 |
| 34. Sparse Matrix (Part 1) Split the Training and Testing Data.srt | 15.3 KiB | 2024-Jul-11 09:20 |
| 25. [Python] - Logical Operators to Create Subsets and Indices.srt | 15.5 KiB | 2024-Jul-11 09:20 |
| 16. Data Visualisation (Part 1) Pie Charts.srt | 16.2 KiB | 2024-Jul-11 09:19 |
| 28. Styling the Word Cloud with a Mask.srt | 16.7 KiB | 2024-Jul-11 09:20 |
| 31. Create the Vocabulary for the Spam Classifier.srt | 17.8 KiB | 2024-Jul-11 09:20 |
| 13. Cleaning Data (Part 1) Check for Empty Emails & Null Entries.srt | 18.0 KiB | 2024-Jul-11 09:19 |
| 19. Tokenizing, Removing Stop Words and the Python Set Data Structure.srt | 19.1 KiB | 2024-Jul-11 09:19 |
| 6. Joint & Conditional Probability.srt | 19.9 KiB | 2024-Jul-11 09:20 |
| 11. [Python] - Generator Functions & the yield Keyword.srt | 22.3 KiB | 2024-Jul-11 09:19 |
| 35. Sparse Matrix (Part 2) Data Munging with Nested Loops.srt | 22.3 KiB | 2024-Jul-11 09:20 |
| 39.1 06 Bayes Classifier - Pre-Processing.ipynb.zip | 978.0 KiB | 2024-Jul-11 09:20 |
| 2.1 SpamData.zip | 21.3 MiB | 2024-Jul-11 09:19 |
| 5. Basic Probability.mp4 | 28.5 MiB | 2024-Jul-11 09:20 |
| 3. How to Add the Lesson Resources to the Project.mp4 | 28.9 MiB | 2024-Jul-11 09:20 |
| 37. Coding Challenge Solution Preparing the Test Data.mp4 | 28.9 MiB | 2024-Jul-11 09:20 |
| 32. Coding Challenge Check for Membership in a Collection.mp4 | 32.3 MiB | 2024-Jul-11 09:20 |
| 4. The Naive Bayes Algorithm and the Decision Boundary for a Classifier.mp4 | 33.4 MiB | 2024-Jul-11 09:20 |
| 1. How to Translate a Business Problem into a Machine Learning Problem.mp4 | 42.3 MiB | 2024-Jul-11 09:19 |
| 10. Extracting the Text in the Email Body.mp4 | 47.4 MiB | 2024-Jul-11 09:19 |
| 12. Create a Pandas DataFrame of Email Bodies.mp4 | 48.7 MiB | 2024-Jul-11 09:19 |
| 18. Introduction to Natural Language Processing (NLP).mp4 | 50.8 MiB | 2024-Jul-11 09:19 |
| 22. Creating a Function for Text Processing.mp4 | 53.9 MiB | 2024-Jul-11 09:20 |
| 33. Coding Challenge Find the Longest Email.mp4 | 54.5 MiB | 2024-Jul-11 09:20 |
| 15. Saving a JSON File with Pandas.mp4 | 56.4 MiB | 2024-Jul-11 09:19 |
| 29. Solving the Hamlet Challenge.mp4 | 57.1 MiB | 2024-Jul-11 09:20 |
| 8. Reading Files (Part 1) Absolute Paths and Relative Paths.mp4 | 60.9 MiB | 2024-Jul-11 09:20 |
| 17. Data Visualisation (Part 2) Donut Charts.mp4 | 61.8 MiB | 2024-Jul-11 09:19 |
| 14. Cleaning Data (Part 2) Working with a DataFrame Index.mp4 | 61.8 MiB | 2024-Jul-11 09:19 |
| 20. Word Stemming & Removing Punctuation.mp4 | 71.4 MiB | 2024-Jul-11 09:19 |
| 26. Word Clouds & How to install Additional Python Packages.mp4 | 79.5 MiB | 2024-Jul-11 09:20 |
| 36. Sparse Matrix (Part 3) Using groupby() and Saving .txt Files.mp4 | 80.5 MiB | 2024-Jul-11 09:20 |
| 24. Advanced Subsetting on DataFrames the apply() Function.mp4 | 83.4 MiB | 2024-Jul-11 09:20 |
| 7. Bayes Theorem.mp4 | 83.6 MiB | 2024-Jul-11 09:20 |
| 25. [Python] - Logical Operators to Create Subsets and Indices.mp4 | 86.4 MiB | 2024-Jul-11 09:20 |
| 34. Sparse Matrix (Part 1) Split the Training and Testing Data.mp4 | 87.6 MiB | 2024-Jul-11 09:20 |
| 16. Data Visualisation (Part 1) Pie Charts.mp4 | 90.7 MiB | 2024-Jul-11 09:19 |
| 21. Removing HTML tags with BeautifulSoup.mp4 | 95.8 MiB | 2024-Jul-11 09:20 |
| 38. Checkpoint Understanding the Data.mp4 | 96.4 MiB | 2024-Jul-11 09:20 |
| 27. Creating your First Word Cloud.mp4 | 98.4 MiB | 2024-Jul-11 09:20 |
| 9. Reading Files (Part 2) Stream Objects and Email Structure.mp4 | 104.3 MiB | 2024-Jul-11 09:20 |
| 31. Create the Vocabulary for the Spam Classifier.mp4 | 107.0 MiB | 2024-Jul-11 09:20 |
| 2. Gathering Email Data and Working with Archives & Text Editors.mp4 | 112.1 MiB | 2024-Jul-11 09:19 |
| 19. Tokenizing, Removing Stop Words and the Python Set Data Structure.mp4 | 117.8 MiB | 2024-Jul-11 09:19 |
| 13. Cleaning Data (Part 1) Check for Empty Emails & Null Entries.mp4 | 121.9 MiB | 2024-Jul-11 09:19 |
| 30. Styling Word Clouds with Custom Fonts.mp4 | 127.3 MiB | 2024-Jul-11 09:20 |
| 28. Styling the Word Cloud with a Mask.mp4 | 131.4 MiB | 2024-Jul-11 09:20 |
| 11. [Python] - Generator Functions & the yield Keyword.mp4 | 133.2 MiB | 2024-Jul-11 09:19 |
| 35. Sparse Matrix (Part 2) Data Munging with Nested Loops.mp4 | 137.2 MiB | 2024-Jul-11 09:20 |
| 6. Joint & Conditional Probability.mp4 | 141.8 MiB | 2024-Jul-11 09:20 |