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1.1 Course Resources.html 2024-07-11 10:19 122
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1. How to Translate a Business Problem into a Machine Learning Problem.mp4 2024-07-11 10:19 42M
1. How to Translate a Business Problem into a Machine Learning Problem.srt 2024-07-11 10:19 9.7K
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2.1 SpamData.zip 2024-07-11 10:19 21M
2. Gathering Email Data and Working with Archives & Text Editors.mp4 2024-07-11 10:19 112M
2. Gathering Email Data and Working with Archives & Text Editors.srt 2024-07-11 10:19 14K
3. How to Add the Lesson Resources to the Project.mp4 2024-07-11 10:20 29M
3. How to Add the Lesson Resources to the Project.srt 2024-07-11 10:20 5.0K
4. The Naive Bayes Algorithm and the Decision Boundary for a Classifier.mp4 2024-07-11 10:20 33M
4. The Naive Bayes Algorithm and the Decision Boundary for a Classifier.srt 2024-07-11 10:20 6.1K
5. Basic Probability.mp4 2024-07-11 10:20 29M
5. Basic Probability.srt 2024-07-11 10:20 5.3K
6. Joint & Conditional Probability.mp4 2024-07-11 10:20 142M
6. Joint & Conditional Probability.srt 2024-07-11 10:20 20K
7. Bayes Theorem.mp4 2024-07-11 10:20 84M
7. Bayes Theorem.srt 2024-07-11 10:20 15K
8. Reading Files (Part 1) Absolute Paths and Relative Paths.mp4 2024-07-11 10:20 61M
8. Reading Files (Part 1) Absolute Paths and Relative Paths.srt 2024-07-11 10:20 12K
9. Reading Files (Part 2) Stream Objects and Email Structure.mp4 2024-07-11 10:20 104M
9. Reading Files (Part 2) Stream Objects and Email Structure.srt 2024-07-11 10:20 15K
10. Extracting the Text in the Email Body.mp4 2024-07-11 10:19 47M
10. Extracting the Text in the Email Body.srt 2024-07-11 10:19 6.0K
11. [Python] - Generator Functions & the yield Keyword.mp4 2024-07-11 10:19 133M
11. [Python] - Generator Functions & the yield Keyword.srt 2024-07-11 10:19 22K
12. Create a Pandas DataFrame of Email Bodies.mp4 2024-07-11 10:19 49M
12. Create a Pandas DataFrame of Email Bodies.srt 2024-07-11 10:19 7.2K
13. Cleaning Data (Part 1) Check for Empty Emails & Null Entries.mp4 2024-07-11 10:19 122M
13. Cleaning Data (Part 1) Check for Empty Emails & Null Entries.srt 2024-07-11 10:19 18K
14. Cleaning Data (Part 2) Working with a DataFrame Index.mp4 2024-07-11 10:19 62M
14. Cleaning Data (Part 2) Working with a DataFrame Index.srt 2024-07-11 10:19 9.2K
15. Saving a JSON File with Pandas.mp4 2024-07-11 10:19 56M
15. Saving a JSON File with Pandas.srt 2024-07-11 10:19 6.9K
16. Data Visualisation (Part 1) Pie Charts.mp4 2024-07-11 10:19 91M
16. Data Visualisation (Part 1) Pie Charts.srt 2024-07-11 10:19 16K
17. Data Visualisation (Part 2) Donut Charts.mp4 2024-07-11 10:19 62M
17. Data Visualisation (Part 2) Donut Charts.srt 2024-07-11 10:19 9.6K
18. Introduction to Natural Language Processing (NLP).mp4 2024-07-11 10:19 51M
18. Introduction to Natural Language Processing (NLP).srt 2024-07-11 10:19 8.2K
19. Tokenizing, Removing Stop Words and the Python Set Data Structure.mp4 2024-07-11 10:19 118M
19. Tokenizing, Removing Stop Words and the Python Set Data Structure.srt 2024-07-11 10:19 19K
20. Word Stemming & Removing Punctuation.mp4 2024-07-11 10:19 71M
20. Word Stemming & Removing Punctuation.srt 2024-07-11 10:19 11K
21. Removing HTML tags with BeautifulSoup.mp4 2024-07-11 10:20 96M
21. Removing HTML tags with BeautifulSoup.srt 2024-07-11 10:20 11K
22. Creating a Function for Text Processing.mp4 2024-07-11 10:20 54M
22. Creating a Function for Text Processing.srt 2024-07-11 10:20 8.4K
23. A Note for the Next Lesson.html 2024-07-11 10:20 476
24. Advanced Subsetting on DataFrames the apply() Function.mp4 2024-07-11 10:20 83M
24. Advanced Subsetting on DataFrames the apply() Function.srt 2024-07-11 10:20 14K
25. [Python] - Logical Operators to Create Subsets and Indices.mp4 2024-07-11 10:20 86M
25. [Python] - Logical Operators to Create Subsets and Indices.srt 2024-07-11 10:20 15K
26. Word Clouds & How to install Additional Python Packages.mp4 2024-07-11 10:20 79M
26. Word Clouds & How to install Additional Python Packages.srt 2024-07-11 10:20 12K
27. Creating your First Word Cloud.mp4 2024-07-11 10:20 98M
27. Creating your First Word Cloud.srt 2024-07-11 10:20 14K
28. Styling the Word Cloud with a Mask.mp4 2024-07-11 10:20 131M
28. Styling the Word Cloud with a Mask.srt 2024-07-11 10:20 17K
29. Solving the Hamlet Challenge.mp4 2024-07-11 10:20 57M
29. Solving the Hamlet Challenge.srt 2024-07-11 10:20 6.0K
30. Styling Word Clouds with Custom Fonts.mp4 2024-07-11 10:20 127M
30. Styling Word Clouds with Custom Fonts.srt 2024-07-11 10:20 15K
31. Create the Vocabulary for the Spam Classifier.mp4 2024-07-11 10:20 107M
31. Create the Vocabulary for the Spam Classifier.srt 2024-07-11 10:20 18K
32. Coding Challenge Check for Membership in a Collection.mp4 2024-07-11 10:20 32M
32. Coding Challenge Check for Membership in a Collection.srt 2024-07-11 10:20 6.1K
33. Coding Challenge Find the Longest Email.mp4 2024-07-11 10:20 54M
33. Coding Challenge Find the Longest Email.srt 2024-07-11 10:20 7.5K
34. Sparse Matrix (Part 1) Split the Training and Testing Data.mp4 2024-07-11 10:20 88M
34. Sparse Matrix (Part 1) Split the Training and Testing Data.srt 2024-07-11 10:20 15K
35. Sparse Matrix (Part 2) Data Munging with Nested Loops.mp4 2024-07-11 10:20 137M
35. Sparse Matrix (Part 2) Data Munging with Nested Loops.srt 2024-07-11 10:20 22K
36. Sparse Matrix (Part 3) Using groupby() and Saving .txt Files.mp4 2024-07-11 10:20 80M
36. Sparse Matrix (Part 3) Using groupby() and Saving .txt Files.srt 2024-07-11 10:20 12K
37. Coding Challenge Solution Preparing the Test Data.mp4 2024-07-11 10:20 29M
37. Coding Challenge Solution Preparing the Test Data.srt 2024-07-11 10:20 4.5K
38. Checkpoint Understanding the Data.mp4 2024-07-11 10:20 96M
38. Checkpoint Understanding the Data.srt 2024-07-11 10:20 14K
39.1 06 Bayes Classifier - Pre-Processing.ipynb.zip 2024-07-11 10:20 1.0M
39. Download the Complete Notebook Here.html 2024-07-11 10:20 242
40. Any Feedback on this Section.html 2024-07-11 10:20 519