Instructional Video9:21
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Geographic Maps with Folium: Geographic Maps with Folium using COVID-19 Data Solution

Higher Ed
In this video, we will cover geographic maps with Folium using COVID-19 data solution.
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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...
Instructional Video6:00
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Engineering: Categorical Features

Higher Ed
In this video, we will cover categorical features.
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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 and...
Instructional Video11:01
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Networks and Deep Learning Basics: DNN Training Parameters

Higher Ed
In this video, we will cover DNN training parameters.
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This clip is from the chapter "Deep learning: Artificial Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video20:45
Curated Video

Fundamentals of Machine Learning - Linear Regression - Labs

Higher Ed
This video explains linear regression using an example of predicting fuel efficiency.
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This clip is from the chapter "Labs" of the series "Fundamentals of Machine Learning".This section explains the various lab exercises on...
Instructional Video11:20
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Final Project Part 1

Higher Ed
In this first video, we will understand our project goals. Next, we will explore the Iris dataset, then learn how to update and split the data.
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This clip is from the chapter "Final Project" of the series "Deep Learning - Deep...
Instructional Video8:10
Curated Video

Azure Data Factory for Beginners - Build Data Ingestion - Reading from Source to Target - Part 1

Higher Ed
This is the first of the two-part video that helps in reading from source to target.
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This clip is from the chapter "Metadata-Driven Ingestion" of the series "Azure Data Factory for Beginners - Build Data...
Instructional Video4:07
Curated Video

Azure Data Factory for Beginners - Build Data Ingestion - Create Linked Service for Metadata Database and Email Dataset

Higher Ed
This video demonstrates creating a linked service for metadata database and email dataset.
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This clip is from the chapter "Metadata-Driven Ingestion" of the series "Azure Data Factory for Beginners - Build Data...
Instructional Video11:24
Curated Video

Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Univariate Analysis

Higher Ed
This video explains univariate analysis.
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This clip is from the chapter "SAS Model – Predictive Modeling, Understanding the Problem and the Data" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data...
Instructional Video19:16
Curated Video

Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Top Five SAS Certification Questions Answered

Higher Ed
This video will help you answer the top five SAS Certification questions in detail.
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This clip is from the chapter "Extra Content" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data Ninja".This section...
Instructional Video3:58
Curated Video

Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - More on DO Group Processing (Without Index/Counter Variable)

Higher Ed
There are four forms of Do Group processing, and three of the forms do not involve a counter/index variable.
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This clip is from the chapter "Working with Data" of the series "Complete SAS Programming Guide - Learn SAS and...
Instructional Video4:19
Curated Video

Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - More on Creating New Variables

Higher Ed
More on creating new variables, including the type of expressions that you can utilize.
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This clip is from the chapter "Working with Data" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data Ninja".This...
Instructional Video37:51
Curated Video

Fundamentals of Machine Learning - Tree-Based Methods - Part 2

Higher Ed
The second part of the tree-based methods explains random forests.
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This clip is from the chapter "Lectures" of the series "Fundamentals of Machine Learning".This section explains the basics of statistical learning, sampling,...
Instructional Video8:01
Curated Video

Elasticsearch 7 and Elastic Stack - In Depth and Hands On! - Logstash and MySQL - Part 1

Higher Ed
This is the first part of the two-part video that explains how to use Logstash and MySQL to import data into your index.
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This clip is from the chapter "Importing Data into Your Index (Big or Small)" of the series...
Instructional Video9:34
Curated Video

REST API Automation Testing from Scratch - REST Assured Java - Parameterizing API Test with Multiple Data Sets using Cucumber Framework Features

Higher Ed
This video demonstrates how to parameterize API Test with multiple data sets using the Cucumber framework features.
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This clip is from the chapter "Cucumber BDD API Framework Development from Scratch - 1" of the series "REST...
Instructional Video10:48
Curated Video

pandas for Python - A Quick Guide - Selection and Filtering Pandas

Higher Ed
In this video, you will learn about extracting part of the data frame using the selection operation. We will also look at accessing one or more columns using “[] and iloc and loc.” We will look at how to select a part of the data...
Instructional Video10:22
Curated Video

pandas for Python - A Quick Guide - Reading Data from Files

Higher Ed
After learning about the Data Frame, we will look into how to read .csv files, a common datasheet. You will also learn about the pd.read_csv() call function. The author provides learning datasets and how to solve issues by correcting...
Instructional Video9:38
Curated Video

pandas for Python - A Quick Guide - DataFrame Manipulation

Higher Ed
Here, you will learn how to rename columns in a data frame. We will look at adding columns to a data frame, concatenating a data frame, and removing columns with the drop method.
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This clip is from the chapter "Data...
Instructional Video3:56
Curated Video

No-Code Machine Learning Using Amazon AWS SageMaker Canvas - Versioning

Higher Ed
In this video, we will cover versioning.
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This clip is from the chapter "Other Important Features in SageMaker Canvas" of the series "No-Code Machine Learning Using Amazon AWS SageMaker Canvas".In this section, you will learn...
Instructional Video11:53
Curated Video

Data Analytics using Python Visualizations - Categorical Variables and Histograms (with EDA)

Higher Ed
This video explains categorical variables and histograms.
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This clip is from the chapter "Advanced Visualizations Using Business Applications" of the series "Data Analytics Using Python Visualizations".This section explains...
Instructional Video20:23
Curated Video

Data Analytics using Python Visualizations - Creating Simple Plots Using Matplotlib

Higher Ed
This video explains how to create simple plots using Matplotlib.
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This clip is from the chapter "Matplotlib and Seaborn – Libraries and Techniques" of the series "Data Analytics Using Python Visualizations".This section...
Instructional Video18:51
Curated Video

Data Analytics using Python Visualizations - Plotting Images and Clustering

Higher Ed
This video explains plotting images and clustering.
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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 Video10:43
Curated Video

Data Analytics using Python Visualizations - Plotting 2D Histograms

Higher Ed
This video explains plotting 2D histograms.
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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 Video3:57
Curated Video

Mean Absolute Deviation

K - 12th
Calculate absolute deviations and the mean absolute deviations of a data set.
Instructional Video1:04
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Training the Model

Higher Ed
In this video, you will learn how to train the model.
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This clip is from the chapter "Classification Algorithms: Logistic Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this...