Total Training - Machine Learning - Python Programming From Beginner to Intermediate
File List
| File | Size |
|---|---|
| 01 - Introduction.mp4 | 57.46 MB |
| 02 - Coding is Like Cooking.mp4 | 127.09 MB |
| 03 - Anaconda & Pip.mp4 | 37.62 MB |
| 04 - Variables are Like Containers.mp4 | 60.22 MB |
| 05 - A List is a List.mp4 | 45.98 MB |
| 06 - Fun with Lists!.mp4 | 28.89 MB |
| 07 - Dictionaries & If-Else.mp4 | 39.09 MB |
| 08 - Don't Jump through Hoops - Use Loops.mp4 | 19.92 MB |
| 09 - Doing Stuff with Loops.mp4 | 35.66 MB |
| 10 - Everything in Life is a List - Strings as Lists.mp4 | 22.68 MB |
| 11 - Modules are Cool for Code-Reuse.mp4 | 10.2 MB |
| 12 - Our First Serious Program - Downloading a Webpage.mp4 | 63.74 MB |
| 13 - A Few Details - Conditionals.mp4 | 42.42 MB |
| 14 - A Few Details - Exception Handling in Python.mp4 | 43.09 MB |
| 15 - A File is Like a Barrel.mp4 | 67.59 MB |
| 16 - Auto-Generating Spreadsheets with Python.mp4 | 46.8 MB |
| 17 - Auto-Generating Spreadsheets - Download & Unzip.mp4 | 72.2 MB |
| 18 - Auto-Generating Spreadsheets - Parcing CSV Files.mp4 | 59.03 MB |
| 19 - Auto-Generating Spreadsheets with XLSXwriter.mp4 | 15.36 MB |
| 20 - Functions are Like Food Processors.mp4 | 51.69 MB |
| 21 - Argument Passing in Functions.mp4 | 76.37 MB |
| 22 - Writing Your First Function.mp4 | 44.01 MB |
| 23 - Recursion.mp4 | 85.55 MB |
| 24 - Recursion in Action.mp4 | 21.56 MB |
| 25 - How Would You Implement a Bank ATM.mp4 | 94.49 MB |
| 26 - Things You Can Do with Databases - I.mp4 | 94.4 MB |
| 27 - Things You Can Do with Databases - II.mp4 | 41.07 MB |
| 28 - Interfacing with Databases from Python.mp4 | 42.86 MB |
| 29 - SQLite Works Right out of the Box.mp4 | 27.21 MB |
| 30 - Manually Downloading the ZIP Files Required.mp4 | 11.73 MB |
| 31 - Build a Database of Stock Movements - I.mp4 | 101.34 MB |
| 32 - Build a Database of Stock Movements - II.mp4 | 67.18 MB |
| 33 - Build a Database of Stock Movements - III.mp4 | 62.9 MB |
| 34 - Objects are Like Puppies!.mp4 | 46.14 MB |
| 35 - A Class is a Type of Variable.mp4 | 93.65 MB |
| 36 - An Interface Drives Behavior.mp4 | 69.64 MB |
| 37 - Natural Language Processing with NLTK.mp4 | 33.56 MB |
| 38 - Natural Language Processing with NLTK - See It in Action.mp4 | 51.91 MB |
| 39 - Web Scraping with BeautifulSoup.mp4 | 67.16 MB |
| 40 - A Serious NLP Application - Text Auto-Summarization Using Python.mp4 | 59.01 MB |
| 41 - Auto-Summarize News Articles - I.mp4 | 56.02 MB |
| 42 - Auto-Summarize News Articles - II.mp4 | 53.58 MB |
| 43 - Auto-Summarize News Articles - III.mp4 | 126.52 MB |
| 44 - Machine Learning - Jump on the Bandwagon.mp4 | 77.52 MB |
| 45 - Plunging In - Machine Learning Approaches to Spam Detection.mp4 | 75.07 MB |
| 46 - Spam Detection with Machine Learning - Continued.mp4 | 89.96 MB |
| 47 - News Article Classification Using K-Nearest Neighbors.mp4 | 98.25 MB |
| 48 - News Article Classification Using Naive Bayes.mp4 | 94.75 MB |
| 49 - Code Along - Scraping News Websites.mp4 | 54.28 MB |
| 50 - Code Along - Feature Extraction from News Articles.mp4 | 58.45 MB |
| 51 - Code Along - Classification with K-Nearest Neighbors.mp4 | 14.83 MB |
| 52 - Code Along - Classification with Naïve Bayes.mp4 | 29.25 MB |
| 53 - Document Distance Using TF-IDF.mp4 | 51.79 MB |
| 54 - News Article Clustering with K-Means & TF-IDF.mp4 | 67.03 MB |
| 55 - Code Along - Clustering with K-Means.mp4 | 37.75 MB |
| Python Programming.zip | 120.49 KB |
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