Instructional Video6:38
Curated Video

Probability Statistics - The Foundations of Machine Learning - Expected Values - Decision Making Through Probabilities

Higher Ed
In this video, we will cover expected values for decision-making through probabilities.
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This clip is from the chapter "Applications to the Real World" of the series "Probability / Statistics - The Foundations of Machine...
Instructional Video5:12
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Discriminative Versus Generative Learning

Higher Ed
This video demonstrates discriminative versus generative learning.
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This clip is from the chapter "Deep Neural Network Overview" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses...
Instructional Video15:07
Curated Video

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

Higher Ed
In this video, we will cover geometric random variable 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...
Instructional Video23:08
Curated Video

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

Higher Ed
In this video, we will cover Gaussian Python.
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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 Video18:49
Curated Video

Probability Statistics - The Foundations of Machine Learning - Entropy - The Most Important Application of Expected Values

Higher Ed
In this video, we will cover Entropy - the most important application of expected values.
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This clip is from the chapter "Applications to the Real World" of the series "Probability / Statistics - The Foundations of Machine...
Instructional Video18:19
Curated Video

Probability Statistics - The Foundations of Machine Learning - Case Study: Sleep Analysis, Structure, and Code

Higher Ed
In this video, we will cover a case study for sleep analysis, structure, and code.
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This clip is from the chapter "Random Variables - Rationale and Applications" of the series "Probability / Statistics - The Foundations of...
Instructional Video13:49
Curated Video

Probability Statistics - The Foundations of Machine Learning - Two Random Variables - Joint Probabilities

Higher Ed
In this video, we will cover two random variables with the help of an example.
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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 Video16:37
Curated Video

Probability Statistics - The Foundations of Machine Learning - Rules for Counting (Mostly Optional)

Higher Ed
In this video, we will cover the rules for counting.<br<br/>/>

This clip is from the chapter "Counting" of the series "Probability / Statistics - The Foundations of Machine Learning".In this section, you will learn the rules for counting.
Instructional Video22:02
Curated Video

Probability Statistics - The Foundations of Machine Learning - Conditional Probability, the Most Important Concept in Stats

Higher Ed
In this video, we will cover conditional probability, the most important concept in stats.
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This clip is from the chapter "Applications and Rules for Probability" of the series "Probability / Statistics - The Foundations of...
Instructional Video12:18
Curated Video

Probability Statistics - The Foundations of Machine Learning - Introduction to Uncertainty, Probability Intuition

Higher Ed
In this video, we will cover a quick introduction to uncertainty, probability intuition.
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This clip is from the chapter "Applications and Rules for Probability" of the series "Probability / Statistics - The Foundations of...
Instructional Video19:38
Curated Video

Probability Statistics - The Foundations of Machine Learning - Central Tendency, Mean, Median, and Mode

Higher Ed
In this video, we will cover central tendency, mean, median, and mode.
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This clip is from the chapter "Diving in with Code" of the series "Probability / Statistics - The Foundations of Machine Learning".In this section, we...
Instructional Video10:58
Curated Video

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

Higher Ed
In this video, we will cover binomial 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 Video4:21
Instructional Video3:27
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Matplotlib, Seaborn, and Bokeh for Data Visualization: Seaborn Pairplot and Jointplot

Higher Ed
In this video, we will cover Seaborn Pairplot and Jointplot.
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This clip is from the chapter "Basics for Data Science: Python for Data Science and Data Analysis" of the series "Data Science and Machine Learning (Theory and...
Instructional Video12:47
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Matplotlib, Seaborn, and Bokeh for Data Visualization: Histograms Kdeplot

Higher Ed
In this video, we will cover histograms Kdeplot.
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This clip is from the chapter "Basics for Data Science: Python for Data Science and Data Analysis" of the series "Data Science and Machine Learning (Theory and Projects) A to...
Instructional Video8:16
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Matplotlib for Data Visualization: Matplotlib Histograms

Higher Ed
In this video, we will cover Matplotlib histograms.
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This clip is from the chapter "Basics for Data Science: Data Understanding and Data Visualization with Python" of the series "Data Science and Machine Learning (Theory and...
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 Video10:12
Curated Video

Probability Statistics - The Foundations of Machine Learning - Spam Detection - Implementation Issues

Higher Ed
In this video, we will cover spam detection - implementation issues.
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This clip is from the chapter "Applications and Rules for Probability" of the series "Probability / Statistics - The Foundations of Machine Learning".In...
Instructional Video5:01
Curated Video

PMI-RMP Certification Training - Latin Hypercube Stratified Sampling

Higher Ed
This video explains Latin Hypercube stratified sampling.
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This clip is from the chapter "Perform Quantitative Risk Analysis" of the series "PMI-RMP® Certification Training".This section explains performing quantitative risk...
Instructional Video21:28
Curated Video

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

Higher Ed
In this video, we will cover law of large numbers famous distributions Python.
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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 Video2:38
Curated Video

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

Higher Ed
In this video, we will cover Gaussian random variables 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...
Instructional Video5:24