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[FreeCourseLab.com] Udemy - Introduction to Machine Learning for Data Science
magnet:?xt=urn:btih:81b528ea70ec88bc19d7a4cdbbdbd807aa8f16e1&dn=[FreeCourseLab.com] Udemy - Introduction to Machine Learning for Data Science
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文件列表详情
81b528ea70ec88bc19d7a4cdbbdbd807aa8f16e1
infohash:
61
文件数量
2.45 GB
文件大小
2019-3-14 19:52
创建日期
2024-8-25 03:16
最后访问
相关分词
FreeCourseLab
com
Udemy
-
Introduction
to
Machine
Learning
for
Data
Science
1. Introduction/1. Course Promotion Video.mp4 31.88 MB
1. Introduction/2. A special message for hard of hearing and ESL students.mp4 18.05 MB
1. Introduction/3. Thank you for investing in this Course!.mp4 14.74 MB
1. Introduction/4. Course Overview.mp4 36.81 MB
1. Introduction/5. Secret sauce inside! How to get the most out of this course..mp4 24.33 MB
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 94.45 MB
10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Foundations of Machine Learning and Data Science - Machine Learning Workflow.mp4 75.6 MB
10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Foundations of Machine Learning and Data Science - Algorithms, concepts and more.mp4 121.31 MB
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 94.93 MB
11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Pandas and Matplotlib.mp4 98.99 MB
11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Analysis using Pandas, plotting in Matplotlib, intro to SciPy and Scikit-learn.mp4 83.74 MB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. A Titanic Example - Getting our start..mp4 88.82 MB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. A Titanic Example - Understanding the data set..mp4 73.44 MB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/3. A Titanic Example - Understanding the data set in regards to survival.mp4 54.74 MB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/4. A Titanic Example - Preparing the right data and applying a basic algorithm.mp4 114.56 MB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/5. A Titanic Example - Applying regression algorithms..mp4 50.24 MB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/6. A Titanic Example - Applying Decision Trees (example of overfit and underfit).mp4 56.13 MB
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 101.36 MB
14. Retired Lectures/1. #4 - Secret sauce inside! How to get the most out of this course.mp4 30.83 MB
14. Retired Lectures/2. Computer Science - Definition Revisited & The Greatest lie ever SOLD.....mp4 32.3 MB
2. Core Concepts/1. Core Concepts Overview.mp4 30.16 MB
2. Core Concepts/10. What is Machine Learning - Part 1 - The ideas.mp4 38.38 MB
2. Core Concepts/11. What is Machine Learning - Part 2 - An Example.mp4 24.29 MB
2. Core Concepts/12. What is data science.mp4 18.48 MB
2. Core Concepts/13. Recap & How do these relate to each other.mp4 10.88 MB
2. Core Concepts/2. Computer Science - the `Train Wreck' Definition.mp4 3.55 MB
2. Core Concepts/3. What's Data I can see data everywhere!.mp4 22.75 MB
2. Core Concepts/4. Structured vs Unstructured Data.mp4 9.11 MB
2. Core Concepts/6. Computer Science - Definition Revisited & The Greatest lie ever SOLD.....mp4 32.51 MB
2. Core Concepts/7. What's big data.mp4 24.17 MB
2. Core Concepts/9. What is Artificial Intelligence (AI).mp4 43.21 MB
3. Impacts, Importance and examples/1. Impacts, Importance and examples - Overview.mp4 12.88 MB
3. Impacts, Importance and examples/2. Why is this important now.mp4 25.87 MB
3. Impacts, Importance and examples/3. Computers exploding! - The explosive growth of computer power explained..mp4 72.52 MB
3. Impacts, Importance and examples/4. What problems does Machine Learning Solve.mp4 17.1 MB
3. Impacts, Importance and examples/5. Where it's transforming our lives.mp4 33.12 MB
4. The Machine Learning Process/1. The Machine Learning Process - Overview.mp4 20.01 MB
4. The Machine Learning Process/2. 5 Step Machine Learning Process Overview.mp4 6.24 MB
4. The Machine Learning Process/3. 1 - Asking the right question.mp4 8.12 MB
4. The Machine Learning Process/4. 2 - Identifying, obtaining, and preparing the right data.mp4 32.14 MB
4. The Machine Learning Process/5. 3 - Identifying and applying a ML Algorithm.mp4 31.6 MB
4. The Machine Learning Process/6. 4 - Evaluating the performance of the model and adjusting.mp4 11.39 MB
4. The Machine Learning Process/7. 5 - Using and presenting the model.mp4 5.3 MB
5. How to apply Machine Learning for Data Science/1. How to apply Machine Learning for Data Science - Overview.mp4 5.5 MB
5. How to apply Machine Learning for Data Science/2. Where to begin your journey.mp4 3.43 MB
5. How to apply Machine Learning for Data Science/3. Common platforms and tools for Data Science.mp4 6.31 MB
5. How to apply Machine Learning for Data Science/4. Data Science using - R.mp4 5.49 MB
5. How to apply Machine Learning for Data Science/5. Data Science using - Python.mp4 7.33 MB
5. How to apply Machine Learning for Data Science/6. Data Science using SQL.mp4 5.63 MB
5. How to apply Machine Learning for Data Science/7. Data Science using Excel.mp4 5.03 MB
5. How to apply Machine Learning for Data Science/8. Data Science using RapidMiner.mp4 3.31 MB
5. How to apply Machine Learning for Data Science/9. Cautionary Tales.mp4 4.61 MB
6. Conclusion/1. All done! What's next.mp4 6.22 MB
7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Introduction and Anaconda Installation.mp4 77.79 MB
7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. What will we cover!.mp4 96.28 MB
7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Introduction and Setup.mp4 119.75 MB
8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Crash course in Python - Beginning concepts.mp4 61.63 MB
8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Crash course in Python - Strings, Slices and Lists!.mp4 67.44 MB
8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Crash course in Python - Expressions, Operators, Conditions and Loops.mp4 52.14 MB
8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/4. Crash course in Python - Functions, Scope, Dictionaries and more!.mp4 57.04 MB
9. Section 3 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Hands on Running Python.mp4 95.34 MB
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