Instructional Video10:00
Curated Video

Snowflake - Build and Architect Data Pipelines Using AWS - Snowflake - Different Billing Components

Higher Ed
This video demonstrates about the different billing components in Snowflake.
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This clip is from the chapter "Introduction to Snowflake and AWS" of the series "Snowflake - Build and Architect Data Pipelines Using AWS".This...
Instructional Video2:41
Curated Video

AWS Serverless Microservices with Patterns and Best Practices - Main Features of API Gateway

Higher Ed
This video explores the main features of API Gateway.
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This clip is from the chapter "API Gateway RESTful API Development with Synchronous Lambda Event Sources" of the series "AWS Serverless Microservices with Patterns and...
Instructional Video1:55
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Theory of Perceptron

Higher Ed
In this video, we will discuss about the theory of perceptron.
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This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will...
Instructional Video3:28
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Testing (NN Implementation)

Higher Ed
In this video, you will learn how to test our neural network.
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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 this section, we will dive deeper...
Instructional Video5:04
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Splitting the Data (NN Implementation)

Higher Ed
In this video, you will learn how to implement splitting the data in our neural network.
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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 this...
Instructional Video3:09
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Sigmoid Function

Higher Ed
In this video, you will learn about the Sigmoid function.
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This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will cover...
Instructional Video12:17
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Neural Network Architecture

Higher Ed
In this video, you will learn about neural network architecture.
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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 this section, we will dive...
Instructional Video2:31
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - N-Dimensional Space

Higher Ed
In this video, we will discuss about N-dimensional space.
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This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will cover...
Instructional Video4:53
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Layers and DEEP Networks

Higher Ed
In this video, you will learn about layers and DEEP networks.
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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 this section, we will dive deeper...
Instructional Video3:19
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - L1 and L2 Regularization

Higher Ed
In this video, we will discuss L1 and L2 regularization.
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This clip is from the chapter "Optimizations" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will cover...
Instructional Video5:47
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Implementing Basic Perceptron

Higher Ed
In this video, you will learn how to implement the basic perceptron in our notebook.
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This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In...
Instructional Video12:26
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Final Project Part 4

Higher Ed
In this part, we will work on predict, accuracy, and neural network functions.
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This clip is from the chapter "Final Project" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this last section,...
Instructional Video13:23
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Final Project Part 2

Higher Ed
In this part, we will work on the initialization functions and the feedforward.
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This clip is from the chapter "Final Project" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this last...
Instructional Video7:31
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Coding Perceptron Algo (Perceptron Step)

Higher Ed
In this video, we will work on the perceptron algorithm and learn how to code for perceptron step.
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This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using...
Instructional Video2:55
Curated Video

Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Feature Engineering

Higher Ed
This video explains feature engineering.
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This clip is from the chapter "SAS Predictive Modeling, Evaluation Metrics" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data Ninja".This section focuses on...
Instructional Video15:38
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Features in Data Science: Why Dimensionality Reduction

Higher Ed
In this video, we will understand why dimensionality reduction is needed.
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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...
Instructional Video6:38
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Features in Data Science: Features Dimensions

Higher Ed
In this video, we will cover features dimensions.
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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 Video8:27
Curated Video

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

Higher Ed
In this video, we will cover feature space.
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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 Projects)...
Instructional Video9:44
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Features in Data Science: Feature Dimensionality Reduction Methods

Higher Ed
In this video, we will cover feature dimensionality reduction methods.
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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...
Instructional Video9:24
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Selection: Wrapper Methods

Higher Ed
In this video, we will cover wrapper methods.
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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 Video8:12
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Selection: Why Feature Selection

Higher Ed
In this video, we will understand why feature selection is needed.
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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...
Instructional Video8:40
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Selection: Similarity Based Methods Introduction

Higher Ed
In this video, we will cover similarity based methods introduction.
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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...
Instructional Video11:42
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Selection: Similarity Based Methods Criteria

Higher Ed
In this video, we will cover similarity based methods criteria.
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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...
Instructional Video14:12
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Selection: Search Strategy

Higher Ed
In this video, we will cover search strategy.
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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...