Instructional Video2:03
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Gradient Step

Higher Ed
In this video, we will break down the gradient step and learn how to update weight and biases.
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This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In...
Instructional Video11:54
Curated Video

CompTIA A+ Certification 220-1001: The Total Course - Troubleshooting Firmware

Higher Ed
A system’s BIOS is robust and rarely causes trouble, but when it does a good tech must be ready to troubleshoot. Understanding a few simple tricks can make troubleshooting easier. This clip is from the chapter "Firmware" of the series...
Instructional Video6:03
Curated Video

CompTIA A+ Certification 220-1001: The Total Course - What is the BIOS?

Higher Ed
Basic Input/Output Services (BIOS) is code (firmware) built into every motherboard to give the CPU basic communication with the hardware attached to the motherboard. BIOS is a critical part of the PC and a good tech needs to understand...
Instructional Video11:57
Curated Video

Practical Data Science using Python - Regression Models and Performance Metrics

Higher Ed
This video explains regression models and performance metrics.<br<br/>/>

This clip is from the chapter "Machine Learning" of the series "Practical Data Science Using Python".This section explains machine learning.
Instructional Video1:56
Curated Video

Practical Data Science using Python - Python Sets 2

Higher Ed
This video introduces you to creating a copy of the set.<br<br/>/>

This clip is from the chapter "Python for Data Science" of the series "Practical Data Science Using Python".This section explains Python for data science.
Instructional Video16:44
Curated Video

Practical Data Science using Python - Python Lambda Functions and Date-Time Operations

Higher Ed
This video explains Python Lambda functions and date-time operations.<br<br/>/>

This clip is from the chapter "Python for Data Science" of the series "Practical Data Science Using Python".This section explains Python for data science.
Instructional Video9:47
Curated Video

Practical Data Science using Python - Python Iterations 2

Higher Ed
This video explains loop structures with numeric ranges.<br<br/>/>

This clip is from the chapter "Python for Data Science" of the series "Practical Data Science Using Python".This section explains Python for data science.
Instructional Video4:53
Curated Video

Practical Data Science using Python - Python Dictionaries 2

Higher Ed
This video explains item functions in Python dictionaries.<br<br/>/>

This clip is from the chapter "Python for Data Science" of the series "Practical Data Science Using Python".This section explains Python for data science.
Instructional Video13:47
Curated Video

Practical Data Science using Python - Python Dictionaries 1

Higher Ed
This video explains Python dictionaries, which are a collection of key-value pairs.
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This clip is from the chapter "Python for Data Science" of the series "Practical Data Science Using Python".This section explains Python for...
Instructional Video18:17
Curated Video

Practical Data Science using Python - Principal Component Analysis - Concepts

Higher Ed
This video introduces you to Principal Component Analysis – concepts.
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This clip is from the chapter "Dimensionality Reduction Using PCA" of the series "Practical Data Science Using Python".This section explains dimensionality...
Instructional Video13:23
Curated Video

Practical Data Science using Python - Pandas DataFrame 4

Higher Ed
This video explains concatenation in DataFrame.<br<br/>/>

This clip is from the chapter "Python for Data Science" of the series "Practical Data Science Using Python".This section explains Python for data science.
Instructional Video13:39
Curated Video

Practical Data Science using Python - NumPy Arrays 1

Higher Ed
This video explains the NumPy library.<br<br/>/>

This clip is from the chapter "Python for Data Science" of the series "Practical Data Science Using Python".This section explains Python for data science.
Instructional Video16:17
Curated Video

Practical Data Science using Python - Naive Bayes - Model Building and Optimization

Higher Ed
This video explains Naive Bayes - model building and optimization.
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This clip is from the chapter "Naive Bayes Probability Model" of the series "Practical Data Science Using Python".This section explains Naive Bayes...
Instructional Video16:56
Curated Video

Practical Data Science using Python - Naive Bayes - Employee Attrition Case Study

Higher Ed
This video explains Naive Bayes - employee attrition case study.
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This clip is from the chapter "Naive Bayes Probability Model" of the series "Practical Data Science Using Python".This section explains Naive Bayes probability...
Instructional Video24:45
Curated Video

Practical Data Science using Python - Logistic Regression - Model Evaluation - AUC-ROC

Higher Ed
This video explains logistic regression - model evaluation - AUC-ROC.<br<br/>/>

This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.
Instructional Video26:07
Curated Video

Practical Data Science using Python - Logistic Regression - Logit Model

Higher Ed
This video explains logistic regression - Logit model.<br<br/>/>

This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.
Instructional Video23:31
Curated Video

Practical Data Science using Python - Logistic Regression - Data Analysis and Feature Engineering

Higher Ed
This video explains logistic regression - data analysis and feature engineering.<br<br/>/>

This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.
Instructional Video12:32
Curated Video

Practical Data Science using Python - Logistic Regression - Build the Logistic Model

Higher Ed
This video explains logistic regression - build the logistic model.<br<br/>/>

This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.
Instructional Video18:43
Curated Video

Practical Data Science using Python - Linear Regression OLS Assumptions and Testing

Higher Ed
This video explains linear regression OLS assumptions and testing.<br<br/>/>

This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Instructional Video3:31
Curated Video

Practical Data Science using Python - Linear Regression Model Optimization

Higher Ed
This video explains linear regression model optimization.<br<br/>/>

This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Instructional Video15:32
Curated Video

Practical Data Science using Python - Linear Regression Model Evaluation and Optimization

Higher Ed
This video explains linear regression model evaluation and optimization.<br<br/>/>

This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Instructional Video16:19
Curated Video

Practical Data Science using Python - Linear Regression Model Building

Higher Ed
This video explains linear regression model building.<br<br/>/>

This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Instructional Video19:18
Curated Video

Practical Data Science using Python - EDA Project - 4

Higher Ed
This video explains the isnull() function.<br<br/>/>

This clip is from the chapter "Exploratory Data Analysis (EDA)" of the series "Practical Data Science Using Python".This section explains Exploratory Data Analysis.
Instructional Video14:16
Curated Video

Practical Data Science using Python - K-Means - Model Optimization

Higher Ed
This video explains K-Means - model optimization.
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This clip is from the chapter "Unsupervised Learning - K-Means Clustering" of the series "Practical Data Science Using Python".This section explains unsupervised learning -...