Instructional Video6:26
Curated Video

Data Analytics using Python Visualizations - Working with Layouts - Row / Column / Grid

Higher Ed
This video explains working with layouts – row / column / grid. This clip is from the chapter "Working with the Beautiful and Powerful Bokeh Library" of the series "Data Analytics Using Python Visualizations".This section explains...
Instructional Video7:21
Curated Video

Data Analytics using Python Visualizations - Creating 2D Contour plots for 3D Data

Higher Ed
This video explains creating 2D contour plots for 3D data. This clip is from the chapter "Matplotlib and Seaborn – Libraries and Techniques" of the series "Data Analytics Using Python Visualizations".This section introduces you to...
Instructional Video14:21
Curated Video

Data Analytics using Python Visualizations - Marginal Histograms and Marginal Boxplots

Higher Ed
This video explains marginal histograms and marginal boxplots. This clip is from the chapter "Matplotlib and Seaborn – Libraries and Techniques" of the series "Data Analytics Using Python Visualizations".This section introduces you to...
Instructional Video10:13
Curated Video

Probability Statistics - The Foundations of Machine Learning - Quantifying Events - Random Variables

Higher Ed
In this video, we will cover quantifying events - random variables. This clip is from the chapter "Random Variables - Rationale and Applications" of the series "Probability / Statistics - The Foundations of Machine Learning".In this...
Instructional Video17:19
Curated Video

Probability Statistics - The Foundations of Machine Learning - Simulating Coin Flips for Probability

Higher Ed
In this video, we will cover simulating coin flips for probability. This clip is from the chapter "Applications and Rules for Probability" of the series "Probability / Statistics - The Foundations of Machine Learning".In this section, we...
Instructional Video18:51
Curated Video

Probability Statistics - The Foundations of Machine Learning - Code Environment Setup and Python Crash Course

Higher Ed
In this video, we will first set up the code environment and then have a quick Python crash course. This clip is from the chapter "Diving in with Code" of the series "Probability / Statistics - The Foundations of Machine Learning".In...
Instructional Video2:18
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Distribution of the Data

Higher Ed
In this video, you will learn distribution of the data. This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover simple linear...
Instructional Video1:36
Curated Video

Python for Machine Learning - The Complete Beginners Course - How Does Linear Regression Work?

Higher Ed
In this video, we will understand how linear regression works. This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover simple...
Instructional Video0:50
Curated Video

Python for Machine Learning - The Complete Beginners Course - Histogram Showing Number of Ratings

Higher Ed
In this video, you will learn how a histogram shows the number of ratings. This clip is from the chapter "Recommender System" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover the...
Instructional Video18:55
Curated Video

Practical Data Science using Python - Linear Regression Data Preparation and Analysis 3

Higher Ed
This video explains the train-rest split and feature scaling. 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 Data Preparation and Analysis 2

Higher Ed
This video explains how to plot the distribution of various values of engine types. This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Instructional Video16:14
Curated Video

Python In Practice - 15 Projects to Master Python - Data Visualization - Advanced Level: Data Science

Higher Ed
This video explains data visualization. This clip is from the chapter "Advanced Level: Data Science" of the series "Python in Practice - 15 Projects to Master Python".This section focuses on the advanced level: data science.
Instructional Video12:07
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - Removing Errors Final Structure Implementation - 3

Higher Ed
This is the third of the three-part video on removing errors final structure implementation. This clip is from the chapter "Deep RL DQN" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses...
Instructional Video8:03
Curated Video

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

Higher Ed
In this video, we will cover Matplotlib colors and styles shortcuts. 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...
Instructional Video8:27
Curated Video

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

Higher Ed
In this video, we will cover Matplotlib colors and styles. 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 Video5:02
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Matplotlib for Data Visualization: Matplotlib 3D Scatter Plots

Higher Ed
In this video, we will cover Matplotlib 3D scatter plots. 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 Video5:17
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Plotly for 3D Interactive Plotting: Plotly 3D Interactive Surface Plot Solution

Higher Ed
In this video, we will cover Plotly 3D interactive surface plot solution. 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...
Instructional Video6:29
Curated Video

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

Higher Ed
In this video, we will cover Seaborn Pairplot using Iris data. 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 Video10:14
Curated Video

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

Higher Ed
In this video, we will cover Matplotlib subplots. 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 Projects) A to...
Instructional Video9:17
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Bokeh for Interactive Plotting: Bokeh Multiplots Grid Plot Solution

Higher Ed
In this video, we will cover Bokeh Multiplots grid plot solution. 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 Video10:04
Curated Video

Fundamentals of Machine Learning - Support Vector Machine (SVM) - Labs

Higher Ed
This video explains a lab session on Support Vector Machines or SVM. This clip is from the chapter "Labs" of the series "Fundamentals of Machine Learning".This section explains the various lab exercises on linear regression, ridge...
Instructional Video8:50
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Visualization and Results

Higher Ed
In this video, we will work on visualization and results. This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive deeper into deep learning.
Instructional Video4:13
Curated Video

Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Performing the Linear Regression

Higher Ed
In this video, you will be performing the linear regression. This clip is from the chapter "Statistical Analysis – Part 2 (Linear and Multiple Regression)" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data...
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. 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...