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 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.
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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...
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 Video26:17
Curated Video

Kubernetes for the Absolute Beginners - Hands-On - Solution - ReplicaSets

Higher Ed
In this video, we will learn about ReplicaSets.
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This clip is from the chapter "Kubernetes Concepts - Pods, ReplicaSets, Deployments" of the series "Kubernetes for the Absolute Beginners - Hands-On".In this section, we will...
Instructional Video4:29
Curated Video

Kubernetes for the Absolute Beginners - Hands-On - Demo - Deployments

Higher Ed
In this video, we will see a demonstration on Deployments.
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This clip is from the chapter "Kubernetes Concepts - Pods, ReplicaSets, Deployments" of the series "Kubernetes for the Absolute Beginners - Hands-On".In this...
Instructional Video6:51
Curated Video

Master Microservices with Spring Boot and Spring Cloud - Step 18 – Clean Up Kubernetes YAML for Microservices

Higher Ed
This video explains how to clean up Kubernetes YAML for microservices.
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This clip is from the chapter "Kubernetes with Microservices using Docker, Spring Boot, and Spring Cloud – V2" of the series "Master Microservices with...
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 Video8:14
Curated Video

pandas for Python - A Quick Guide - Data Transformation

Higher Ed
In this video, you will learn how to convert String data to a category and discretize a continuous variable and convert it into a categorical feature.
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This clip is from the chapter "Data Preprocessing" of the series "Pandas...
Instructional Video2:49
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Encoding Categorical Data - Classification Algorithms: Decision Tree

Higher Ed
In this video, you will learn how to encode categorical data.
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This clip is from the chapter "Classification Algorithms: Decision Tree" of the series "Python for Machine Learning - The Complete Beginner's Course".In this...
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 -...
Instructional Video5:06
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Image Classification Revisited

Higher Ed
This video focuses on image classification revisited.<br<br/>/>

This clip is from the chapter "YOLO" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on YOLO (You Only Live Once).
Instructional Video14:17
Curated Video

Python In Practice - 15 Projects to Master Python - Predicting Whether It Will Rain or Not and Testing the Predictions

Higher Ed
This video explains predicting whether it will rain or not and testing the predictions.
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This clip is from the chapter "Machine Learning with Python" of the series "Python in Practice - 15 Projects to Master Python".This...
Instructional Video16:55
Packt

Fundamentals of Neural Networks - Lab 3 - Deep CNN

Higher Ed
This video demonstrates a deeper CNN, where you will build a much bigger number of trainable parameters. This clip is from the chapter "Convolutional Neural Networks" of the series "Fundamentals in Neural Networks".This section explains...
Instructional Video4:34
Curated Video

Business Intelligence with Microsoft Power BI - with Material - Number Card in Power BI

Higher Ed
This video explains the number card in Power BI.
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This clip is from the chapter "Cards and Filters in Power BI" of the series "Business Intelligence with Microsoft Power BI - with Material".This section focuses on cards and...
Instructional Video2:48
Curated Video

Business Intelligence with Microsoft Power BI - with Material - Creating a Play Axis in Power BI

Higher Ed
This video demonstrates how to create a play axis in Power BI.
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This clip is from the chapter "Advanced Charts in Power BI" of the series "Business Intelligence with Microsoft Power BI - with Material".This section focuses on...
Instructional Video5:06
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Yolo: Image Classification Revisited

Higher Ed
In this video, we will cover image classification revisited.
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This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to...
Instructional Video9:36
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Data Preparation and Preprocessing: Handling Video and Audio Data

Higher Ed
In this video, we will cover handling video and audio data.
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This clip is from the chapter "Machine Learning: Machine Learning Crash Course" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video6:05
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Machine Learning Methods: Classification Practice with Python

Higher Ed
In this video, we will cover classification practice with Python.
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This clip is from the chapter "Machine Learning: Machine Learning Crash Course" of the series "Data Science and Machine Learning (Theory and Projects) A to...
Instructional Video4:21
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Introduction to Machine Learning: Regression Exercise Solution

Higher Ed
In this video, we will cover regression exercise solution.
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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...
Instructional Video3:39
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Introduction to Machine Learning: Machine Learning Model Training Exercise Solution

Higher Ed
In this video, we will cover machine learning model training exercise solution.
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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...
Instructional Video11:21
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Introduction to Machine Learning: Classification Solution

Higher Ed
In this video, we will cover classification solution.
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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 Video20:25
Curated Video

Practical Data Science using Python - Decision Tree - Learning Steps

Higher Ed
This video explains decision tree - learning steps.
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This clip is from the chapter "Classification using decision trees" of the series "Practical Data Science Using Python".This section explains classification using decision...
Instructional Video2:02
Curated Video

Python for Machine Learning - The Complete Beginners Course - Number of Predicted Clusters

Higher Ed
In this video, you will learn about the number of predicted clusters.
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This clip is from the chapter "Clustering" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, you will learn...