Instructional Video11:07
Curated Video

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

Higher Ed
In this video, you will learn about the Map() Spark RDD function.<br/<br/>>

This clip is from the chapter "Spark RDDs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section focuses on PySpark RDDs.
Instructional Video1:50
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Introduction to Course

Higher Ed
This video gives you a brief introduction to the course.
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This clip is from the chapter "Introduction" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".Welcome to the course. This section introduces you...
Instructional Video1:50
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Installing Postgres

Higher Ed
Learn how to install PostgreSQL in this session.
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This clip is from the chapter "ETL Pipeline" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section covers Extract Transform Load (ETL) pipeline...
Instructional Video15:27
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Glue Job (CDC)

Higher Ed
This video covers glue job (CDC).
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This clip is from the chapter "Project - Change Data Capture / Replication Ongoing" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section covers project work on...
Instructional Video6:38
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Full Load Pipeline

Higher Ed
This video covers full load pipeline in depth.
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This clip is from the chapter "Project - Change Data Capture / Replication Ongoing" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section covers...
Instructional Video9:27
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Creating RDS MySQL Instance

Higher Ed
The first step for the project is to create the source, which is the MySQL database inside the RDS. Let's get started!
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This clip is from the chapter "Project - Change Data Capture / Replication Ongoing" of the series...
Instructional Video1:57
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Querying RDS

Higher Ed
In this session, we will query RDS.
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This clip is from the chapter "Project - Change Data Capture / Replication Ongoing" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section covers project work...
Instructional Video1:32
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Python Setup

Higher Ed
In this lesson, we will install and set up Python in the local machine.
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This clip is from the chapter "Introduction to Hadoop, Spark Ecosystems and Architectures" of the series "PySpark and AWS: Master Big Data with PySpark...
Instructional Video1:15
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - MySQL WorkBench

Higher Ed
In the session, we will download and install MySQL workbench.
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This clip is from the chapter "Project - Change Data Capture / Replication Ongoing" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This...
Instructional Video4:17
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Java Setup

Higher Ed
In this session, we will install and set up Java in the local machine.
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This clip is from the chapter "Introduction to Hadoop, Spark Ecosystems and Architectures" of the series "PySpark and AWS: Master Big Data with PySpark...
Instructional Video3:21
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Extracting Data

Higher Ed
In this video, we will extract the first section from the ETL pipeline.
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This clip is from the chapter "ETL Pipeline" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section covers Extract...
Instructional Video1:16
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Downloading Postgres

Higher Ed
Learn how to download PostgreSQL in this session.
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This clip is from the chapter "ETL Pipeline" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section covers Extract Transform Load (ETL) pipeline...
Instructional Video8:30
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - DMS Full Load

Higher Ed
In this session, we will cover DMS full load.
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This clip is from the chapter "Project - Change Data Capture / Replication Ongoing" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section covers...
Instructional Video5:22
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Checking Trigger

Higher Ed
In this session, we will check triggers.
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This clip is from the chapter "Project - Change Data Capture / Replication Ongoing" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section covers project...
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 Video11:57
Curated Video

Data Tables

Pre-K - Higher Ed
You'll learn to place images, audio, and video content on a web page. Mark will demonstrate all of the HTML you need to work with media in today's video in this HTML5 Full Course for Beginners.
Instructional Video8:19
Curated Video

Practical Data Science using Python - Introduction to Python

Higher Ed
This video introduces you to Python.<br<br/>/>

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.
Instructional Video4:49
Curated Video

AWS Certified Data Analytics Specialty 2021 - Hands-On! - What is AWS Lambda?

Higher Ed
This video explains what AWS Lambda is.
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This clip is from the chapter "Domain 3: Processing" of the series "AWS Certified Data Analytics Specialty 2021 "Hands-On!".In this section, we will complete our “order history app”...
Instructional Video2:12
Curated Video

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

Higher Ed
In this video, we will cover activity-feature scaling.
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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...
Instructional Video8:31
The Guardian

How your period is making other people rich

Pre-K - Higher Ed
Menstrual cycles have historically been a personal topic. But with the rise of period-tracking apps, intimate knowledge of women's bodies has become big business, with marketers using the data women and girls put into their phones to...
Instructional Video3:51
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Solution 2 (Map)

Higher Ed
In the previous video, we successfully prompted the output of the quiz using a function. In this session, we will replicate the same thing inside the Lambda function.
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This clip is from the chapter "Spark RDDs" of the series...
Instructional Video9:38
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - RDD Map (Simple Function)

Higher Ed
In this lesson, you will learn how to use the Map() function excluding the Lambda 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 section...
Instructional Video8:09
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Introduction to Spark DFs

Higher Ed
This video session introduces you to Spark DataFrames.<br/<br/>>

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 DataFrames in depth.
Instructional Video15:04
Curated Video

PySpark and AWS: Master Big Data with PySpark and AWS - Finding Average-1

Higher Ed
In this session, we will try to calculate the average of a given dataset. We will start by writing a transformation flow that will take the CSV data file as input and provide us with the average of the movie ratings from the...