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Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)

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Title: Udemy - Math 0Group: NOGRPSource: Udemy
Info Hash
2D10403D5567A0ABD7D6C4624C5BBDB12E55168C
Source
Unverified
Total Size
9.98 GB
Total Files
100
Seeders
2
Leechers
1
Health
1.00
Score
5
Type
Bookware

File List

FileSize
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/1 - Welcome/1 -Introduction.mp443.77 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/1 - Welcome/4 -How to Succeed in this Course.mp441.5 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/1 - Welcome/2 -Outline.mp431.25 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/1 - Welcome/3 -Where to Get the Code.mp422.5 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/1 - Welcome/4 -How to Succeed in this Course.en_US.vtt11.54 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/1 - Welcome/2 -Outline.en_US.vtt10.02 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/1 - Welcome/1 -Introduction.en_US.vtt6.5 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/1 - Welcome/3 -Where to Get the Code.en_US.vtt5.95 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/1 - Welcome/3 -Github Link.url106 B
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/1 - Welcome/3 -Code Link.url90 B
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/10 - Advanced and Other Topics/4 -Why Does the Normal Distribution Integrate to 1.mp4178.69 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/10 - Advanced and Other Topics/3 -Chain Rule of Probability.mp4117.51 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/10 - Advanced and Other Topics/1 -The Gamma Distribution.mp475.95 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/10 - Advanced and Other Topics/2 -The Beta Distribution.mp474.45 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/10 - Advanced and Other Topics/4 -Why Does the Normal Distribution Integrate to 1.en_US.vtt21.63 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/10 - Advanced and Other Topics/3 -Chain Rule of Probability.en_US.vtt13.52 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/10 - Advanced and Other Topics/1 -The Gamma Distribution.en_US.vtt10.22 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/10 - Advanced and Other Topics/2 -The Beta Distribution.en_US.vtt9.45 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/11 - Setting Up Your Environment (AppendixFAQ by Student Request)/2 -Anaconda Environment Setup.mp4175.42 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/11 - Setting Up Your Environment (AppendixFAQ by Student Request)/3 -How to Install Numpy, Scipy, Matplotlib, Pandas, PyTorch, and TensorFlow.mp4147.28 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/11 - Setting Up Your Environment (AppendixFAQ by Student Request)/5 -How to use Github & Extra Coding Tips (Optional).mp468.32 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/11 - Setting Up Your Environment (AppendixFAQ by Student Request)/4 -Where To Get the Code Troubleshooting.mp424.29 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/11 - Setting Up Your Environment (AppendixFAQ by Student Request)/1 -Pre-Installation Check.mp422.71 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/11 - Setting Up Your Environment (AppendixFAQ by Student Request)/2 -Anaconda Environment Setup.en_US.vtt17.52 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/11 - Setting Up Your Environment (AppendixFAQ by Student Request)/5 -How to use Github & Extra Coding Tips (Optional).en_US.vtt13.92 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/11 - Setting Up Your Environment (AppendixFAQ by Student Request)/3 -How to Install Numpy, Scipy, Matplotlib, Pandas, PyTorch, and TensorFlow.en_US.vtt13.46 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/11 - Setting Up Your Environment (AppendixFAQ by Student Request)/1 -Pre-Installation Check.en_US.vtt5.74 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/11 - Setting Up Your Environment (AppendixFAQ by Student Request)/4 -Where To Get the Code Troubleshooting.en_US.vtt5.09 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/12 - Effective Learning Strategies for Machine Learning FAQ/5 -What order should I take your courses in (part 2).mp4105.85 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/12 - Effective Learning Strategies for Machine Learning FAQ/3 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4103.49 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/12 - Effective Learning Strategies for Machine Learning FAQ/2 -Can YouTube Teach Me Calculus (Optional).mp486.8 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/12 - Effective Learning Strategies for Machine Learning FAQ/4 -What order should I take your courses in (part 1).mp477.9 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/12 - Effective Learning Strategies for Machine Learning FAQ/1 -Math Order for Machine Learning & Data Science.mp475.55 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/12 - Effective Learning Strategies for Machine Learning FAQ/3 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.en_US.vtt28.24 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/12 - Effective Learning Strategies for Machine Learning FAQ/2 -Can YouTube Teach Me Calculus (Optional).en_US.vtt21.2 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/12 - Effective Learning Strategies for Machine Learning FAQ/5 -What order should I take your courses in (part 2).en_US.vtt20.67 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/12 - Effective Learning Strategies for Machine Learning FAQ/1 -Math Order for Machine Learning & Data Science.en_US.vtt20.21 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/12 - Effective Learning Strategies for Machine Learning FAQ/4 -What order should I take your courses in (part 1).en_US.vtt14.66 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/13 - Appendix FAQ Finale/2 -BONUS.mp440.47 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/13 - Appendix FAQ Finale/1 -What is the Appendix.mp416.21 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/13 - Appendix FAQ Finale/2 -BONUS.en_US.vtt7.02 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/13 - Appendix FAQ Finale/1 -What is the Appendix.en_US.vtt3.32 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/12 -Bayes' Rule Example.mp4145.55 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/15 -Probability Tree Diagrams.mp4123.97 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/13 -Independence.mp4116.32 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/5 -Probability Models.mp495.12 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/10 -Conditional Probability.mp490.73 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/16 -Probability Basics Section Summary.mp484.93 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/6 -Venn Diagrams.mp484.12 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/2 -What Is Probability.mp472.88 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/3 -Wrong Definition of Probability (Common Mistake).mp468.92 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/11 -Bayes' Rule.mp457.02 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/9 -Law of Total Probability.mp456.25 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/7 -Properties of Probability Models.mp445.34 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/4 -Wrong Definition of Probability (Example).mp432.88 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/14 -Mutual Independence Example.mp431.4 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/8 -Union Example.mp429.61 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/17 -Suggestion Box.mp428.53 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/1 -Probability Basics Section Introduction.mp418.53 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/12 -Bayes' Rule Example.en_US.vtt15.09 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/16 -Probability Basics Section Summary.en_US.vtt14 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/15 -Probability Tree Diagrams.en_US.vtt13.44 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/13 -Independence.en_US.vtt11.23 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/10 -Conditional Probability.en_US.vtt10.48 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/6 -Venn Diagrams.en_US.vtt10.43 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/5 -Probability Models.en_US.vtt9.73 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/2 -What Is Probability.en_US.vtt8.58 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/3 -Wrong Definition of Probability (Common Mistake).en_US.vtt7.96 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/11 -Bayes' Rule.en_US.vtt6.78 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/9 -Law of Total Probability.en_US.vtt6.47 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/1 -Probability Basics Section Introduction.en_US.vtt5.39 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/7 -Properties of Probability Models.en_US.vtt4.95 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/17 -Suggestion Box.en_US.vtt4.15 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/8 -Union Example.en_US.vtt4.14 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/14 -Mutual Independence Example.en_US.vtt3.5 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/4 -Wrong Definition of Probability (Example).en_US.vtt3.45 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/2 - Probability Basics/16 -PDF Document.url108 B
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/3 -The Bernoulli Distribution.mp4142.36 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/5 -The Binomial Distribution.mp4126.79 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/7 -The Poisson Distribution.mp4100.48 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/6 -The Geometric Distribution.mp470.25 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/4 -The Categorical Distribution.mp465.59 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/9 -Discrete Random Variables Section Summary.mp463.2 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/8 -Visualizing Probability Distributions in Python.mp459.09 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/2 -What is a Random Variable.mp457.63 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/1 -Discrete Random Variables and Distributions Section Introduction.mp410.79 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/3 -The Bernoulli Distribution.en_US.vtt17.35 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/5 -The Binomial Distribution.en_US.vtt13.62 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/8 -Visualizing Probability Distributions in Python.en_US.vtt11.64 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/9 -Discrete Random Variables Section Summary.en_US.vtt10.85 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/7 -The Poisson Distribution.en_US.vtt10.59 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/6 -The Geometric Distribution.en_US.vtt8.84 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/4 -The Categorical Distribution.en_US.vtt7.98 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/2 -What is a Random Variable.en_US.vtt6.41 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/3 - Random Variables and Probability Distributions/1 -Discrete Random Variables and Distributions Section Introduction.en_US.vtt2.45 KB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/4 - Continuous Random Variables and Probability Density Functions/2 -Continuous Random Variables and Continuous Distributions.mp4130.98 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/4 - Continuous Random Variables and Probability Density Functions/7 -The Normal Distribution (Gaussian Distribution).mp4103.3 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/4 - Continuous Random Variables and Probability Density Functions/9 -Visualizing Continuous Probability Distributions in Python.mp482.88 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/4 - Continuous Random Variables and Probability Density Functions/8 -The Laplace (Double Exponential) Distribution.mp473.44 MB
Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)/4 - Continuous Random Variables and Probability Density Functions/5 -The Uniform Distribution.mp472.2 MB

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