[FreeCourseSite com] Udemy - Introduction to Machine Learning for Data Science
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| Torrent Hash : | 2BBFDD6E5A88E24EED32E3053DBA22EF7D972CF1 |
| Torrent Added : | 1 Year+ in Other - Other |
| Torrent Size : | 2.45 GB |
[FreeCourseSite com] Udemy - Introduction to Machine Learning for Data Science
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Torrent File Content (134 files)
[FreeCourseSite.com] Udemy - Introduction to Machine Learning for Data Science
1. Introduction
1. Course Promotion Video.mp4 -
1. Introduction
1. Course Promotion Video.mp4 -
31.88 MB
1. Course Promotion Video.vtt -
3.59 KB
2. A special message for hard of hearing and ESL students.mp4 -
18.05 MB
2. A special message for hard of hearing and ESL students.vtt -
1.29 KB
3. Thank you for investing in this Course!.mp4 -
14.74 MB
3. Thank you for investing in this Course!.vtt -
1.47 KB
4. Course Overview.mp4 -
36.82 MB
4. Course Overview.vtt -
5.44 KB
4.1 Course Syllabus.pdf.pdf -
264.51 KB
5. Secret sauce inside! How to get the most out of this course..mp4 -
24.33 MB
5. Secret sauce inside! How to get the most out of this course..vtt -
7.06 KB
10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners
1. Foundations of Machine Learning and Data Science - Definitions and concepts..mp4 -
1. Foundations of Machine Learning and Data Science - Definitions and concepts..mp4 -
94.45 MB
1. Foundations of Machine Learning and Data Science - Definitions and concepts..vtt -
6.66 KB
2. Foundations of Machine Learning and Data Science - Machine Learning Workflow.mp4 -
75.59 MB
2. Foundations of Machine Learning and Data Science - Machine Learning Workflow.vtt -
6.34 KB
3. Foundations of Machine Learning and Data Science - Algorithms, concepts and more.mp4 -
121.32 MB
3. Foundations of Machine Learning and Data Science - Algorithms, concepts and more.vtt -
8.6 KB
11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners
1. Introducing the essential modules for Machine Learning, and NumPy Basics.mp4 -
1. Introducing the essential modules for Machine Learning, and NumPy Basics.mp4 -
94.93 MB
1. Introducing the essential modules for Machine Learning, and NumPy Basics.vtt -
8.29 KB
2. Pandas and Matplotlib.mp4 -
98.99 MB
2. Pandas and Matplotlib.vtt -
11.23 KB
3. Analysis using Pandas, plotting in Matplotlib, intro to SciPy and Scikit-learn.mp4 -
83.74 MB
3. Analysis using Pandas, plotting in Matplotlib, intro to SciPy and Scikit-learn.vtt -
6.42 KB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners
1. A Titanic Example - Getting our start..mp4 -
1. A Titanic Example - Getting our start..mp4 -
88.82 MB
1. A Titanic Example - Getting our start..vtt -
10.75 KB
2. A Titanic Example - Understanding the data set..mp4 -
73.44 MB
2. A Titanic Example - Understanding the data set..vtt -
11.95 KB
3. A Titanic Example - Understanding the data set in regards to survival.mp4 -
54.75 MB
3. A Titanic Example - Understanding the data set in regards to survival.vtt -
8.53 KB
4. A Titanic Example - Preparing the right data and applying a basic algorithm.mp4 -
114.57 MB
4. A Titanic Example - Preparing the right data and applying a basic algorithm.vtt -
12.74 KB
5. A Titanic Example - Applying regression algorithms..mp4 -
50.24 MB
5. A Titanic Example - Applying regression algorithms..vtt -
6.27 KB
6. A Titanic Example - Applying Decision Trees (example of overfit and underfit).mp4 -
56.12 MB
6. A Titanic Example - Applying Decision Trees (example of overfit and underfit).vtt -
5.71 KB
6.1 tree-overfit.pdf.pdf -
53.91 KB
6.2 tree-pruned.pdf.pdf -
26.36 KB
13. Section 7 -Bonus course - Machine Learning in Python and Jupyter for Beginners
1. Conclusions - for our Titanic Example, important concepts and where to go next!.mp4 -
1. Conclusions - for our Titanic Example, important concepts and where to go next!.mp4 -
101.35 MB
1. Conclusions - for our Titanic Example, important concepts and where to go next!.vtt -
6.92 KB
14. Retired Lectures
1. #4 - Secret sauce inside! How to get the most out of this course.mp4 -
1. #4 - Secret sauce inside! How to get the most out of this course.mp4 -
30.83 MB
1. #4 - Secret sauce inside! How to get the most out of this course.vtt -
6.47 KB
2. Computer Science - Definition Revisited & The Greatest lie ever SOLD.....mp4 -
32.3 MB
2. Computer Science - Definition Revisited & The Greatest lie ever SOLD.....vtt -
10.86 KB
15. Bonus Content
1. Bonus Article - The startling breakthrough in Machine Learning from 2016..html -
1. Bonus Article - The startling breakthrough in Machine Learning from 2016..html -
7.78 KB
1.1 The startling breakthrough in Machine Learning from 2016.pdf.pdf.pdf -
446.57 KB
2. Core Concepts
1. Core Concepts Overview.mp4 -
1. Core Concepts Overview.mp4 -
30.16 MB
1. Core Concepts Overview.vtt -
2.62 KB
10. What is Machine Learning - Part 1 - The ideas.mp4 -
38.38 MB
10. What is Machine Learning - Part 1 - The ideas.vtt -
17.93 KB
11. What is Machine Learning - Part 2 - An Example.mp4 -
24.3 MB
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