Epython Lab
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Welcome to Epython Lab, where you can get resources to learn, one-on-one trainings on machine learning, business analytics, and Python, and solutions for business problems.

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MATHEMATICS FOR MACHINE LEARNING

๐Ÿ“– Book

@epythonlab
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What is the probability of the heads between 1 and 3 heads if we flip a fair coin 10 times?
Anonymous Quiz
36%
62.23%
23%
17.09%
19%
23.12%
23%
None of the above
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Tuition Free an online Applied Data Science Lab
Application is open
@epythonlab
https://www.wqu.edu/programs/applied-ds-lab/
What is your assumption?
Is probability used in Machine Learning?
Anonymous Poll
88%
Yes
2%
No
10%
May be
Exercises about Introduction to Probability Distribution using Scipy
https://www.youtube.com/watch?v=ZXji1j1XfU4
INTRODUCTION TO PROBABILITY DISTRIBUTION FOR MACHINE LEARNING
1. What is a random variable?
๐Ÿ‘‰๐Ÿฟ https://youtu.be/TkFipAuH-rY
2. Types of a random variable
๐Ÿ‘‰๐Ÿฟ https://youtu.be/jBYsKZOxR6k
3. Calculating probability using probability mass function
๐Ÿ‘‰๐Ÿฟ https://youtu.be/ceSvPxY_uAk
4. Calculating probability over a range
๐Ÿ‘‰๐Ÿฟ https://youtu.be/_WF9X4RyARA
5. Calculating Probability using the cumulative distribution function
๐Ÿ‘‰๐Ÿฟ https://youtu.be/tfoGiPlwiys
6. Calculating probability of continuous variable using density function and cumulative distribution function
๐Ÿ‘‰๐Ÿฟ https://www.youtube.com/watch?v=ikete4WQaj0
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Head First Python A Brain-Friendly Guide ( PDFDrive ).pdf
87 MB
The best Python book for beginners in 2022, Head First Python, A Brain-Friendly Guide, 2nd Edition.
@epythonlab #pythonbooks
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Python code for Artificial Intelligence: Foundations of Computational Agents

๐Ÿ“– book

@epythonlab #aibooks