Instructional Video12:45
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Transformation of Random Variables

Higher Ed
In this video, we will cover transformation of random variables.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory...
Instructional Video2:14
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Random Variables: Random Variables in Real Datasets Solution 01

Higher Ed
In this video, we will cover random variables in real datasets solution 01.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine...
Instructional Video1:04
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Random Variables: Random Variables in Real Datasets Exercise 01

Higher Ed
In this video, we will cover random variables in real datasets exercise 01.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine...
Instructional Video0:45
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Random Variables: Random Variables Examples Exercise 01

Higher Ed
In this video, we will cover random variables examples exercise 01.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning...
Instructional Video6:55
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Random Variables: Binomial Random Variables

Higher Ed
In this video, we will cover binomial random variables.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and...
Instructional Video15:28
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Random Variables: Bernulli Trail Python Practice

Higher Ed
In this video, we will cover Bernulli Trail Python practice.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and...
Instructional Video52:11
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Project Bayes Classifier: Project Bayes Classifier from Scratch

Higher Ed
In this video, we will cover project Bayes Classifier from scratch.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning...
Instructional Video7:56
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Probability Model: Conditional Probability Total Probability Theorem

Higher Ed
In this video, we will cover conditional probability total probability theorem.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine...
Instructional Video19:12
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Probability Model: Conditional Probability in Machine Learning

Higher Ed
In this video, we will cover conditional probability in machine learning.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine...
Instructional Video9:58
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Multiple Random Variables: Joint Distributions

Higher Ed
In this video, we will cover joint distributions.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects)...
Instructional Video10:55
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Expectations: Variance

Higher Ed
In this video, we will cover variance.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video12:56
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Expectations: Law of Large Numbers Famous Distributions

Higher Ed
In this video, we will cover law of large numbers famous distributions.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning...
Instructional Video20:12
Curated Video

Probability Statistics - The Foundations of Machine Learning - Continuous Distributions with the Help of an Example

Higher Ed
In this video, we will cover continuous distributions - probability densities.
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This clip is from the chapter "Random Variables - Rationale and Applications" of the series "Probability / Statistics - The Foundations of Machine...
Instructional Video18:55
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Selection: Statistical Based Methods

Higher Ed
In this video, we will cover statistical based methods.
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This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data Science and Machine Learning (Theory...
Instructional Video10:58
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Expectations: Sample Mean

Higher Ed
In this video, we will cover sample mean.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A to...
Instructional Video11:51
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Expectations: Law of Large Numbers

Higher Ed
In this video, we will cover law of large numbers.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects)...
Instructional Video1:08
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Expectations: Homework

Higher Ed
In this video, we will cover Homework.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video5:07
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Expectations: Definition

Higher Ed
In this video, we will cover definition.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A to...
Instructional Video2:29
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Zero Probability to Individual Values Solution 01

Higher Ed
In this video, we will cover zero probability to individual values solution 01.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine...
Instructional Video4:39
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Zero Probability to Individual Values Exercise 01

Higher Ed
In this video, we will cover zero probability to individual values exercise 01.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine...
Instructional Video8:17
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Zero Probability to Individual Values

Higher Ed
In this video, we will cover zero probability to individual values.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning...
Instructional Video1:44
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Uniform Distribution Solution 01

Higher Ed
In this video, we will cover uniform distribution solution 01.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory...
Instructional Video0:56
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Uniform Distribution Exercise 01

Higher Ed
In this video, we will cover uniform distribution exercise 01.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory...
Instructional Video1:45
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Probability Density Functions Solution 01

Higher Ed
In this video, we will cover probability density functions solution 01.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning...