Udemy - Introduction to Machine Learning for Data Science

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[FreeCourseLab.com] Udemy - Introduction to Machine Learning for Data Science 1. Introduction
  • 1. Course Promotion Video.mp4 (31.9 MB)
  • 1. Course Promotion Video.vtt (3.6 KB)
  • 2. A special message for hard of hearing and ESL students.mp4 (18.0 MB)
  • 2. A special message for hard of hearing and ESL students.vtt (1.3 KB)
  • 3. Thank you for investing in this Course!.mp4 (14.7 MB)
  • 3. Thank you for investing in this Course!.vtt (1.5 KB)
  • 4. Course Overview.mp4 (36.8 MB)
  • 4. Course Overview.vtt (5.4 KB)
  • 4.1 Course Syllabus.pdf.pdf (264.5 KB)
  • 5. Secret sauce inside! How to get the most out of this course..mp4 (24.3 MB)
  • 5. Secret sauce inside! How to get the most out of this course..vtt (7.1 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 (94.5 MB)
  • 1. Foundations of Machine Learning and Data Science - Definitions and concepts..vtt (6.7 KB)
  • 2. Foundations of Machine Learning and Data Science - Machine Learning Workflow.mp4 (75.6 MB)
  • 2. Foundations of Machine Learning and Data Science - Machine Learning Workflow.vtt (6.3 KB)
  • 3. Foundations of Machine Learning and Data Science - Algorithms, concepts and more.mp4 (121.3 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 (94.9 MB)
  • 1. Introducing the essential modules for Machine Learning, and NumPy Basics.vtt (8.3 KB)
  • 2. Pandas and Matplotlib.mp4 (99.0 MB)
  • 2. Pandas and Matplotlib.vtt (11.2 KB)
  • 3. Analysis using Pandas, plotting in Matplotlib, intro to SciPy and Scikit-learn.mp4 (83.7 MB)
  • 3. Analysis using Pandas, plotting in Matplotlib, intro to SciPy and Scikit-learn.vtt (6.4 KB)
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners
  • 1. A Titanic Example - Getting our start..mp4 (88.8 MB)
  • 1. A Titanic Example - Getting our start..vtt (10.8 KB)
  • 2. A Titanic Example - Understanding the data set..mp4 (73.4 MB)
  • 2. A Titanic Example - Understanding the data set..vtt (12.0 KB)
  • 3. A Titanic Example - Understanding the data set in regards to survival.mp4 (54.7 MB)
  • 3. A Titanic Example - Understanding the data set in regards to survival.vtt (8.5 KB)
  • 4. A Titanic Example - Preparing the right data and applying a basic algorithm.mp4 (114.6 MB)
  • 4. A Titanic Example - Preparing the right data and applying a basic algorithm.vtt (12.7 KB)
  • 5. A Titanic Example - Applying regression algorithms..mp4 (50.2 MB)
  • 5. A Titanic Example - Applying regression algorithms..vtt (6.3 KB)
  • 6. A Titanic Example - Applying Decision Trees (example of overfit and underfit).mp4 (56.1 MB)
  • 6. A Titanic Example - Applying Decision Trees (example of overfit and underfit).vtt (5.7 KB)
  • 6.1 tree-pruned.pdf.pdf (26.4 KB)
  • 6.2 tree-overfit.pdf.pdf (53.9 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 (101.4 MB)
  • 1. Conclusions - for our Titanic Example, important concepts and where to go next!.vtt (6.9 KB)
14. Retired Lectures
  • 1. #4 - Secret sauce inside! How to get the most out of this course.mp4 (30.8 MB)
  • 1. #4 - Secret sauce inside! How to get the most out of this course.vtt (6.5 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 (10.9 KB)
15. Bonus Content
  • 1. Bonus Article - The startling breakthrough in Machine Learning from 2016..html (7.8 KB)
  • 1.1 The startling breakthrough in Machine Learning from 2016.pdf.pdf.pdf (446.6 KB)
2. Core Concepts
  • 1. Core Concepts Overview.mp4 (30.2 MB)
  • 1. Core Concepts Overview.vtt (2.6 KB)
  • 10. What is Machine Learning - Part 1 - The ideas.mp4 (38.4 MB)
  • 10. What is Machine Learning - Part 1 - The ideas.vtt (17.9 KB)
  • 11. What is Machine Learning - Part 2 - An Example.mp4 (24.3 MB)
  • 11. What is Machine Learning - Part 2 - An Example.vtt (10.4 KB)
  • 12. What is data science.mp4 (18.5 MB)
  • 12. What is data science.vtt (8.0 KB)
  • 13. Recap & How do these relate to each other.mp4 (10.9 MB)
  • 13. Recap & How do these relate to each other.vtt (5.2 KB)
  • 13.1 byds-diagram.pdf.pdf (271.1 KB)
  • 2. Computer Science - the `Train Wreck' Definition.mp4 (3.6 MB)
  • 2. Computer Science - the `Train Wreck' Definition.vtt (1.4 KB)
  • 3. What's Data I can see data everywhere!.mp4 (22.8 MB)
  • 3. What's Data I can see data everywhere!.vtt (8.7 KB)
  • 4. Structured vs Unstructured Data.mp4 (9.1 MB)
  • 4. Structured vs Unstructured Data.vtt (3.6 KB)
  • 5. Structured and Unstructured Data.html (0.1 KB)
  • 6. Computer Science - Definition Revisited & The Greatest lie ever SOLD.....mp4 (32.5 MB)
  • 6. Computer Science - Definition Revisited & The Greatest lie ever SOLD.....vtt (14.6 KB)
  • 7. What's big data.mp4 (24.2 MB)
  • 7. What's big data.vtt (9.8 KB)
  • 8. Big Data - Quiz.html (0.1 KB)
  • 9. What is Artificial Intelligence (AI).mp4 (43.2 MB)
  • 9. What is Artificial Intelligence (AI).vtt (19.1 KB)
3. Impacts, Importance and examples
  • 1. Impacts, Importance and examples - Overview.mp4 (12.9 MB)
  • 1. Impacts, Importance and examples - Overview.vtt (1.1 KB)
  • 2. Why is this important now.mp4 (25.9 MB)
  • 2. Why is this important now.vtt (10.8 KB)
  • 3. Computers exploding! - The explosive growth of computer power explained..mp4 (72.5 MB)
  • 3. Computers exploding! - The explosive growth of computer power explained..vtt (17.3 KB)
  • 4. What problems does Machine Learning Solve.mp4 (17.1 MB)
  • 4. What problems does Machine Learning Solve.vtt (7.5 KB)
  • 5. Where it's transforming our lives.mp4 (33.1 MB)
  • 5. Where it's transforming our lives.vtt (15.0 KB)
4. The Machine Learning Process

Description

Udemy - Introduction to Machine Learning for Data Science

A primer on Machine Learning for Data Science. Revealed for everyday people, by the Backyard Data Scientist.

For more Udemy Courses: https://freecourselab.com



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Udemy - Introduction to Machine Learning for Data Science

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2.5 GB
seeders:11
leechers:16
Udemy - Introduction to Machine Learning for Data Science

Torrent hash: 81B528EA70EC88BC19D7A4CDBBDBD807AA8F16E1