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TORRENT DETAILS

[FreeCourseSite.com] Udemy - Introduction To Machine Learning For Data Science

TORRENT SUMMARY

[FreeCourseSite.com] Udemy - Introduction to Machine Learning for Data Science

Status:	This torrent has NOT been verified.
Category:	Other
Infohash:	2bbfdd6e5a88e24eed32e3053dba22ef7d972cf1
Size:	2.5 GB in 99 files
Release Date(s):	Torrent Release: 15-01-2019 by user
Swarm:	0 Seeds & 2 Peers
Vote:	No votes yet.

DESCRIPTION

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FILE LIST

Filename		Size
	1. Introduction/1. Course Promotion Video.mp4	31.9 MB
	1. Introduction/1. Course Promotion Video.vtt	3.6 KB
	1. Introduction/2. A special message for hard of hearing and ESL students.mp4	18 MB
	1. Introduction/2. A special message for hard of hearing and ESL students.vtt	1.3 KB
	1. Introduction/3. Thank you for investing in this Course!.mp4	14.7 MB
	1. Introduction/3. Thank you for investing in this Course!.vtt	1.5 KB
	1. Introduction/4. Course Overview.mp4	36.8 MB
	1. Introduction/4. Course Overview.vtt	5.4 KB
	1. Introduction/4.1 Course Syllabus.pdf.pdf	264.5 KB
	1. Introduction/5. Secret sauce inside! How to get the most out of this course..mp4	24.3 MB
	1. Introduction/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
	10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Foundations of Machine Learning and Data Science - Definitions and concepts..vtt	6.7 KB
	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/2. Foundations of Machine Learning and Data Science - Machine Learning Workflow.vtt	6.3 KB
	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	121.3 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.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
	11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Introducing the essential modules for Machine Learning, and NumPy Basics.vtt	8.3 KB
	11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Pandas and Matplotlib.mp4	99 MB
	11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Pandas and Matplotlib.vtt	11.2 KB
	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	83.7 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.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
	12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. A Titanic Example - Getting our start..vtt	10.8 KB
	12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. A Titanic Example - Understanding the data set..mp4	73.4 MB
	12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. A Titanic Example - Understanding the data set..vtt	12 KB
	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	54.8 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.vtt	8.5 KB
	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	114.6 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.vtt	12.7 KB
	12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/5. A Titanic Example - Applying regression algorithms..mp4	50.2 MB
	12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/5. A Titanic Example - Applying regression algorithms..vtt	6.3 KB
	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	56.1 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).vtt	5.7 KB
	12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/6.1 tree-overfit.pdf.pdf	53.9 KB
	12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/6.2 tree-pruned.pdf.pdf	26.4 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	101.3 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!.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
	14. Retired Lectures/1. #4 - Secret sauce inside! How to get the most out of this course.vtt	6.5 KB
	14. Retired Lectures/2. Computer Science - Definition Revisited & The Greatest lie ever SOLD.....mp4	32.3 MB
	14. Retired Lectures/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
	15. Bonus Content/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
	2. Core Concepts/1. Core Concepts Overview.vtt	2.6 KB
	2. Core Concepts/10. What is Machine Learning - Part 1 - The ideas.mp4	38.4 MB
	2. Core Concepts/10. What is Machine Learning - Part 1 - The ideas.vtt	17.9 KB
	2. Core Concepts/11. What is Machine Learning - Part 2 - An Example.mp4	24.3 MB
	2. Core Concepts/11. What is Machine Learning - Part 2 - An Example.vtt	10.4 KB
	2. Core Concepts/12. What is data science.mp4	18.5 MB
	2. Core Concepts/12. What is data science.vtt	8 KB
	2. Core Concepts/13. Recap & How do these relate to each other.mp4	10.9 MB
	2. Core Concepts/13. Recap & How do these relate to each other.vtt	5.2 KB
	2. Core Concepts/2. Computer Science - the `Train Wreck' Definition.mp4	3.6 MB
	2. Core Concepts/2. Computer Science - the `Train Wreck' Definition.vtt	1.4 KB
	2. Core Concepts/3. What's Data I can see data everywhere!.mp4	22.8 MB
	2. Core Concepts/3. What's Data I can see data everywhere!.vtt	8.7 KB
	2. Core Concepts/4. Structured vs Unstructured Data.mp4	9.1 MB
	2. Core Concepts/4. Structured vs Unstructured Data.vtt	3.6 KB
	2. Core Concepts/5. Structured and Unstructured Data.html	139 B
	2. Core Concepts/6. Computer Science - Definition Revisited & The Greatest lie ever SOLD.....mp4	32.5 MB
	2. Core Concepts/6. Computer Science - Definition Revisited & The Greatest lie ever SOLD.....vtt	14.6 KB
	2. Core Concepts/7. What's big data.mp4	24.2 MB
	2. Core Concepts/7. What's big data.vtt	9.8 KB
	2. Core Concepts/8. Big Data - Quiz.html	139 B
	2. Core Concepts/9. What is Artificial Intelligence (AI).mp4	43.2 MB
	2. Core Concepts/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
	3. Impacts, Importance and examples/1. Impacts, Importance and examples - Overview.vtt	1.1 KB
	3. Impacts, Importance and examples/2. Why is this important now.mp4	25.9 MB
	3. Impacts, Importance and examples/2. Why is this important now.vtt	10.8 KB
	3. Impacts, Importance and examples/3. Computers exploding! - The explosive growth of computer power explained..mp4	72.5 MB
	3. Impacts, Importance and examples/3. Computers exploding! - The explosive growth of computer power explained..vtt	17.3 KB
	3. Impacts, Importance and examples/4. What problems does Machine Learning Solve.mp4	17.1 MB
	3. Impacts, Importance and examples/4. What problems does Machine Learning Solve.vtt	7.5 KB
	3. Impacts, Importance and examples/5. Where it's transforming our lives.mp4	33.1 MB
	3. Impacts, Importance and examples/5. Where it's transforming our lives.vtt	15 KB
	4. The Machine Learning Process/1. The Machine Learning Process - Overview.mp4	20 MB
	4. The Machine Learning Process/1. The Machine Learning Process - Overview.vtt	2.3 KB
	4. The Machine Learning Process/2. 5 Step Machine Learning Process Overview.mp4	6.2 MB
	4. The Machine Learning Process/2. 5 Step Machine Learning Process Overview.vtt	2.8 KB
	4. The Machine Learning Process/3. 1 - Asking the right question.mp4	8.1 MB
	4. The Machine Learning Process/3. 1 - Asking the right question.vtt	4.6 KB
	4. The Machine Learning Process/4. 2 - Identifying, obtaining, and preparing the right data.mp4	32.1 MB
	4. The Machine Learning Process/4. 2 - Identifying, obtaining, and preparing the right data.vtt	17.7 KB
	4. The Machine Learning Process/5. 3 - Identifying and applying a ML Algorithm.mp4	31.6 MB
	4. The Machine Learning Process/5. 3 - Identifying and applying a ML Algorithm.vtt	18.2 KB
	4. The Machine Learning Process/6. 4 - Evaluating the performance of the model and adjusting.mp4	11.4 MB
	4. The Machine Learning Process/6. 4 - Evaluating the performance of the model and adjusting.vtt	7 KB
	4. The Machine Learning Process/7. 5 - Using and presenting the model.mp4	5.3 MB
	4. The Machine Learning Process/7. 5 - Using and presenting the model.vtt	3.2 KB
	4. The Machine Learning Process/8. Machine Learning - Process.html	139 B
	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/1. How to apply Machine Learning for Data Science - Overview.vtt	897 B
	5. How to apply Machine Learning for Data Science/2. Where to begin your journey.mp4	3.4 MB
	5. How to apply Machine Learning for Data Science/2. Where to begin your journey.vtt	1.5 KB
	5. How to apply Machine Learning for Data Science/3. Common platforms and tools for Data Science.mp4	6.3 MB

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