Instructional Video7:43
Curated Video

Machine Learning Random Forest with Python from Scratch - How to Build a Tree

Higher Ed
After creating the decision node and leaf node classes, we will build our tree to add the nodes.
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This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python from...
Instructional Video0:31
The March of Time

1944: AIRPORT: VOX POPS: Reporter w/ photographer interviewing Eastern European male, saying partician is not main problem, Allies should control key industries, take away economic power for war, dividing won't do any good without that.

12th - Higher Ed
MOT 1944: AIRPORT: VOX POPS: Reporter w/ photographer interviewing Eastern European male, saying partician is not main problem, Allies should control key industries, take away economic power for war, dividing won't do any good without that.
Instructional Video4:12
Curated Video

AWS Serverless Microservices with Patterns and Best Practices - AWS DynamoDB Primary Key, Partition Key, and Sort Key

Higher Ed
This video explains the AWS DynamoDB primary key, partition key, and sort key.
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This clip is from the chapter "AWS DynamoDB Serverless NoSQL Data Persistence" of the series "AWS Serverless Microservices with Patterns and Best...
Instructional Video3:44
Curated Video

AWS Certified Solutions Architect Associate (SAA-C02) Exam Prep Course - DynamoDB

Higher Ed
This video introduces you to DynamoDB.
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This clip is from the chapter "High Performance Architectures" of the series "AWS Certified Solutions Architect Associate (SAA-C02) Exam Prep Course".This video introduces you to the...
Instructional Video15:14
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - RDD (saveAsTextFile)

Higher Ed
In this session, you will learn about how to save RDD to a text file using the saveAsTextFile() function.
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This clip is from the chapter "Spark RDDs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This...
Instructional Video4:26
Curated Video

Practical Linux Command Line 2.0 - Linux File System Overview

Higher Ed
This video provides an overview of Linux File System.
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This clip is from the chapter "Navigate in the Linux File System" of the series "Practical Linux Command Line 2.0".This section focuses on navigating in the Linux File...
Instructional Video8:25
Curated Video

Machine Learning Random Forest with Python from Scratch - Question and Partition

Higher Ed
In this video, you will learn to create two more helper functions, question, and partition, which define statements for querying and retrieving data.
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This clip is from the chapter "Random Forest Step-by-Step" of the series...
Instructional Video6:55
Curated Video

AWS Serverless Microservices with Patterns and Best Practices - Analyzing Ordering Microservices Use Cases for Our E-Commerce Serverless App

Higher Ed
This video shows analyzing ordering microservices use cases for our e-commerce serverless app.
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This clip is from the chapter "Creating Ordering Microservices Infrastructure with AWS CDK" of the series "AWS Serverless...
Instructional Video8:06
Curated Video

Machine Learning Random Forest with Python from Scratch - Information Gain

Higher Ed
In this video, we will define columns for questioning and determine how much information can be gained by splitting a column.
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This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random...
Instructional Video6:12
Curated Video

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

Higher Ed
In this video, we will cover machine learning data snooping.
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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 Video3:01
Curated Video

AWS Certified Data Analytics Specialty 2021 - Hands-On! - Amazon DynamoDB Partitions

Higher Ed
This video explains how to store Amazon DynamoDB data in partitions.
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This clip is from the chapter "Domain 2: Storage" of the series "AWS Certified Data Analytics Specialty 2021 "Hands-On!".In this section, you will learn...
Instructional Video10:45
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Spark DF (Write DF)

Higher Ed
In this lesson, we will learn about writing the dataframe back to the memory.
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This clip is from the chapter "Spark DFs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section focuses on Spark...
Instructional Video22:51
Curated Video

AWS Serverless Microservices with Patterns and Best Practices - AWS DynamoDB Walkthrough with AWS Management Console

Higher Ed
This video talks about AWS DynamoDB walkthrough with AWS management console.
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This clip is from the chapter "AWS DynamoDB Serverless NoSQL Data Persistence" of the series "AWS Serverless Microservices with Patterns and Best...
Instructional Video6:38
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Sets: Venn Diagrams Operations

Higher Ed
In this video, we will cover Venn diagrams operations.
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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...
Instructional Video7:56
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Probability Model: Conditional Probability Total Probability Theorem

Higher Ed
In this video, we will cover conditional probability total probability theorem.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine...
Instructional Video2:51
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Introduction to Machine Learning: Machine Learning Cross Validation

Higher Ed
In this video, we will cover machine learning cross validation.
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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 Video6:18
Curated Video

Job-Ready SQL in an Afternoon - Row Numbers and Ranks

Higher Ed
In this video, we will cover row numbers and ranks.<br<br/>/>

This clip is from the chapter "Window Functions" of the series "Job-Ready SQL in an Afternoon".In this section, we will cover Window functions.
Instructional Video4:29
Curated Video

AWS Serverless Microservices with Patterns and Best Practices - Developing getOrder Methods for Ordering Lambda Microservice with DynamoDB Client

Higher Ed
This video talks about developing getOrder methods for ordering Lambda microservice with DynamoDB Client.
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This clip is from the chapter "Developing Ordering Microservice Sync Invocation from API Gateway with AWS SDK" of the...
Instructional Video5:24
Curated Video

AWS Serverless Microservices with Patterns and Best Practices - Creating DynamoDB Database for Ordering Microservices with AWS CDK

Higher Ed
This video explains creating DynamoDB database for ordering microservices with AWS CDK.
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This clip is from the chapter "Creating Ordering Microservices Infrastructure with AWS CDK" of the series "AWS Serverless Microservices...
Instructional Video1:22
Curated Video

AWS Serverless Microservices with Patterns and Best Practices - Create a DynamoDB Table

Higher Ed
This video explains how to create a DynamoDB table.
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This clip is from the chapter "Building RESTful Microservices with AWS Lambda, API Gateway, and DynamoDB" of the series "AWS Serverless Microservices with Patterns and Best...
Instructional Video11:46
Curated Video

Machine Learning Random Forest with Python from Scratch - Best Slip

Higher Ed
Here, we will determine the best split at any decision node where information is maximum and split into two branches, true and false.
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This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning:...
Instructional Video5:33
Curated Video

Snowflake - Build and Architect Data Pipelines Using AWS - Lab - Extracting/Unload Data from Snowflake to S3

Higher Ed
This is a lab video that demonstrates extracting/unloading data from Snowflake to S3.
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This clip is from the chapter "Snowflake – Data Loading/Ingestion and Extraction" of the series "Snowflake - Build and Architect Data...
Instructional Video16:17
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Pandas for Data Manipulation and Understanding: Pandas Pivot Table

Higher Ed
In this video, we will cover Pandas Pivot Table.
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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 (Theory and...
Instructional Video6:31
Curated Video

AWS Certified Data Analytics Specialty 2021 - Hands-On! - Amazon DynamoDB Overview

Higher Ed
This video provides an overview of Amazon DynamoDB.
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This clip is from the chapter "Domain 2: Storage" of the series "AWS Certified Data Analytics Specialty 2021 "Hands-On!".In this section, you will learn about the various...