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Deep Learning - Deep Neural Network for Beginners Using Python - Final Project Part 1
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. This clip is from the chapter "Final Project" of the series "Deep Learning - Deep Neural...
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Azure Data Factory for Beginners - Build Data Ingestion - Reading from Source to Target - Part 1
This is the first of the two-part video that helps in reading from source to target. This clip is from the chapter "Metadata-Driven Ingestion" of the series "Azure Data Factory for Beginners - Build Data Ingestion".Introduction to...
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Azure Data Factory for Beginners - Build Data Ingestion - Create Linked Service for Metadata Database and Email Dataset
This video demonstrates creating a linked service for metadata database and email dataset. This clip is from the chapter "Metadata-Driven Ingestion" of the series "Azure Data Factory for Beginners - Build Data Ingestion".Introduction to...
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Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Univariate Analysis
This video explains univariate analysis. 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 Ninja".This...
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Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Top Five SAS Certification Questions Answered
This video will help you answer the top five SAS Certification questions in detail. This clip is from the chapter "Extra Content" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data Ninja".This section focuses on...
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Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - More on DO Group Processing (Without Index/Counter Variable)
There are four forms of Do Group processing, and three of the forms do not involve a counter/index variable. This clip is from the chapter "Working with Data" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data...
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Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - More on Creating New Variables
More on creating new variables, including the type of expressions that you can utilize. This clip is from the chapter "Working with Data" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data Ninja".This section...
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Elasticsearch 7 and Elastic Stack - In Depth and Hands On! - Logstash and MySQL - Part 1
This is the first part of the two-part video that explains how to use Logstash and MySQL to import data into your index. This clip is from the chapter "Importing Data into Your Index (Big or Small)" of the series "Elasticsearch 7 and...
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REST API Automation Testing from Scratch - REST Assured Java - Parameterizing API Test with Multiple Data Sets using Cucumber Framework Features
This video demonstrates how to parameterize API Test with multiple data sets using the Cucumber framework features. This clip is from the chapter "Cucumber BDD API Framework Development from Scratch - 1" of the series "REST API...
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pandas for Python - A Quick Guide - Selection and Filtering Pandas
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...
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pandas for Python - A Quick Guide - Reading Data from Files
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 the...
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pandas for Python - A Quick Guide - DataFrame Manipulation
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. This clip is from the chapter "Data Preprocessing" of the...
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No-Code Machine Learning Using Amazon AWS SageMaker Canvas - Versioning
In this video, we will cover versioning. 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 some other...
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Data Analytics using Python Visualizations - Categorical Variables and Histograms (with EDA)
This video explains categorical variables and histograms. This clip is from the chapter "Advanced Visualizations Using Business Applications" of the series "Data Analytics Using Python Visualizations".This section explains advanced...
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Data Analytics using Python Visualizations - Creating Simple Plots Using Matplotlib
This video explains how to create simple plots using Matplotlib. This clip is from the chapter "Matplotlib and Seaborn – Libraries and Techniques" of the series "Data Analytics Using Python Visualizations".This section introduces you...
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Data Analytics using Python Visualizations - Plotting Images and Clustering
This video explains plotting images and clustering. 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 Matplotlib...
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Data Analytics using Python Visualizations - Plotting 2D Histograms
This video explains plotting 2D histograms. 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 Matplotlib and...
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Mean Absolute Deviation
Calculate absolute deviations and the mean absolute deviations of a data set.
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Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Training the Model
In this video, you will learn how to train the model. This clip is from the chapter "Classification Algorithms: Logistic Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will...
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Python for Machine Learning - The Complete Beginners Course - Decision Tree Structure
In this video, we will cover the decision tree structure. This clip is from the chapter "Classification Algorithms: Decision Tree" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will...
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Practical Data Science using Python - Principal Component Analysis - Concepts
This video introduces you to Principal Component Analysis – concepts. This clip is from the chapter "Dimensionality Reduction Using PCA" of the series "Practical Data Science Using Python".This section explains dimensionality reduction...
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Practical Data Science using Python - Pandas DataFrame 4
This video explains concatenation in DataFrame. 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.
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Practical Data Science using Python - Naive Bayes - Employee Attrition Case Study
This video explains Naive Bayes - employee attrition case study. This clip is from the chapter "Naive Bayes Probability Model" of the series "Practical Data Science Using Python".This section explains Naive Bayes probability model –...
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Practical Data Science using Python - Logistic Regression - Model Evaluation - AUC-ROC
This video explains logistic regression - model evaluation - AUC-ROC. This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.