Big Data Training Library

Learn to architect for scale, get hands-on with the leading big data tools, and reveal meaningful insights from data using services on Amazon Web Services, Microsoft Azure, and Google Cloud Platform. Content added and updated weekly.

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COURSE
Chelsea Dohemann
Introduction to Power BI
Beginner
Duration: 40 minutes and 43 seconds
Author: Chelsea Dohemann; Difficulty: Beginner; Description: This Lesson gives you a solid foundation to begin your Power BI journey. Learn to use this powerful business intelligence solution from the ground up.; Duration: 40 minutes and 43 seconds; Content Topics: Big Data; This course has: 17 Lectures
HANDS-ON LAB
Andrew Burchill
Getting Started with Amazon Redshift
Beginner
Duration: Up to 1 hour and 45 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the Amazon Redshift service. Create a cluster with a database, copy data from S3, query data using SQL, and resize the cluster.; Duration: Up to 1 hour and 45 minutes; Content Topics: Big Data; This hands-on lab has: 8 Lab steps
COURSE
Stuart Scott
Database Fundamentals for AWS - Part 1 of 2
Beginner
Duration: 1 hour and 8 minutes
Author: Stuart Scott; Difficulty: Beginner; Description: This lesson (part of a two-part series on AWS database fundamentals) introduces you to Amazon RDS, Amazon DynamoDB, Amazon ElastiCache, and Amazon Neptune.; Duration: 1 hour and 8 minutes; Content Topics: NoSQL, SQL; This course has: 9 Lectures
COURSE
Guy Hummel
Designing an Azure Data Implementation
Intermediate
Duration: 48 minutes and 11 seconds
Author: Guy Hummel; Difficulty: Intermediate; Description: In this Lesson, you will learn how to design a data implementation using the appropriate Azure services.; Duration: 48 minutes and 11 seconds; Content Topics: NoSQL, Big Data; This course has: 7 Lectures
HANDS-ON LAB
Andrew Burchill
Sessionizing Clickstream Data with Amazon Kinesis and Managed Apache Flink
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: In this lab you will see how to use Kinesis Data Analytics to sessionize clickstream data, and, you will see how to send the output data from Kinesis Data Analytics to DynamoDB using a Lambda function.; Duration: Up to 1 hour and 30 minutes; Content Topics: App Streaming; This hands-on lab has: 7 Lab steps
COURSE
Calculated Systems
Introduction to Machine Learning - Part One
Beginner
Duration: 28 minutes and 33 seconds
Author: Calculated Systems; Difficulty: Beginner; Description: This class is designed to be a gentle introduction, which means we'll be starting at the ground up and focusing on giving students the tools and materials they need to navigate the space; Duration: 28 minutes and 33 seconds; Content Topics: Machine Learning; This course has: 5 Lectures

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Category: Big Data

COURSE
Guy Hummel
Designing an Azure Data Implementation
Intermediate
Duration: 48 minutes and 11 seconds
Author: Guy Hummel; Difficulty: Intermediate; Duration: 48 minutes and 11 seconds; Content Topics: NoSQL, Big Data; This course has: 7 Lectures
COURSE
Stuart Scott
Database Fundamentals for AWS - Part 1 of 2
Beginner
Duration: 1 hour and 8 minutes
Author: Stuart Scott; Difficulty: Beginner; Duration: 1 hour and 8 minutes; Content Topics: NoSQL, SQL; This course has: 9 Lectures
COURSE
Stuart Scott
Database Fundamentals for AWS - Part 2 of 2
Beginner
Duration: 1 hour and 2 minutes
Author: Stuart Scott; Difficulty: Beginner; Duration: 1 hour and 2 minutes; Content Topics: Big Data; This course has: 10 Lectures
LEARNING PATH
Guy Hummel
Google Professional Data Engineer Exam Preparation
Intermediate
Duration: Up to 27 hours and 48 minutes
Author: Guy Hummel; Difficulty: Intermediate; Description: Designed to help you prepare for the Google Certified Professional Data Engineer Exam, this training will help you gain a solid understanding of GCP components.; Duration: Up to 27 hours and 48 minutes; Content Topics: NoSQL, Big Data, SQL, Machine Learning; This learning path has: 24 Courses, 1 Resource, 5 Exams, 8 Hands-on labs
LEARNING PATH
Guy Hummel
Google Professional Cloud Architect Exam Preparation
Intermediate
Duration: Up to 29 hours and 5 minutes
Author: Guy Hummel; Difficulty: Intermediate; Description: This course is designed to help you prepare for the Google Certified Professional Cloud Architect Exam. Start learning now!; Duration: Up to 29 hours and 5 minutes; Content Topics: Google Cloud Platform; This learning path has: 1 Resource, 25 Courses, 2 Lab challenges, 2 Exams, 11 Hands-on labs
LEARNING PATH
Guy Hummel
DP-203 Exam Preparation: Data Engineering on Microsoft Azure
Intermediate
Duration: Up to 21 hours and 41 minutes
Author: Guy Hummel; Difficulty: Intermediate; Description: This course is designed to help you prepare for Microsoft's DP-203 Data Engineering on Microsoft Azure exam.; Duration: Up to 21 hours and 41 minutes; Content Topics: Big Data, Machine Learning, SQL; This learning path has: 16 Courses, 1 Lab challenge, 1 Resource, 1 Exam, 8 Hands-on labs
HANDS-ON LAB
Andrew Burchill
Getting Started with Amazon Redshift
Beginner
Duration: Up to 1 hour and 45 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the Amazon Redshift service. Create a cluster with a database, copy data from S3, query data using SQL, and resize the cluster.; Duration: Up to 1 hour and 45 minutes; Content Topics: Big Data; This hands-on lab has: 8 Lab steps
COURSE
Guy Hummel
Using Azure Data Lake Storage Gen2
Advanced
Duration: 38 minutes and 32 seconds
Author: Guy Hummel; Difficulty: Advanced; Duration: 38 minutes and 32 seconds; Content Topics: Big Data, Machine Learning; This course has: 9 Lectures
COURSE
Francesco Mosconi
Introduction to Data and Machine Learning
Beginner
Duration: 36 minutes and 43 seconds
Author: Francesco Mosconi; Difficulty: Beginner; Duration: 36 minutes and 43 seconds; Content Topics: Machine Learning; This course has: 7 Lectures
COURSE
Guy Hummel
Introduction to Google BigQuery
Beginner
Duration: 29 minutes and 9 seconds
Author: Guy Hummel; Difficulty: Beginner; Duration: 29 minutes and 9 seconds; Content Topics: NoSQL, Big Data; This course has: 7 Lectures
COURSE
Chelsea Dohemann
Introduction to Power BI
Beginner
Duration: 40 minutes and 43 seconds
Author: Chelsea Dohemann; Difficulty: Beginner; Duration: 40 minutes and 43 seconds; Content Topics: Big Data; This course has: 17 Lectures
COURSE
Guy Hummel
Introduction to Azure Synapse Analytics
Intermediate
Duration: 28 minutes and 2 seconds
Author: Guy Hummel; Difficulty: Intermediate; Duration: 28 minutes and 2 seconds; Content Topics: SQL, Big Data; This course has: 7 Lectures
COURSE
Stephen Cole
Overview of Differences Between AWS Database Types
Beginner
Duration: 1 hour and 1 minute
Author: Stephen Cole; Difficulty: Beginner; Duration: 1 hour and 1 minute; Content Topics: NoSQL; This course has: 7 Lectures
COURSE
Calculated Systems
Introduction to Machine Learning - Part One
Beginner
Duration: 28 minutes and 33 seconds
Author: Calculated Systems; Difficulty: Beginner; Duration: 28 minutes and 33 seconds; Content Topics: Machine Learning; This course has: 5 Lectures
LEARNING PATH
Andrew Larkin
Learn SQL - From Newbie to Ninja
Beginner
Duration: Up to 14 hours and 47 minutes
Author: Andrew Larkin; Difficulty: Beginner; Description: Go from Newbie to Ninja in the structured query language (SQL)!; Duration: Up to 14 hours and 47 minutes; Content Topics: SQL; This learning path has: 4 Courses, 1 Lab challenge, 3 Exams, 3 Hands-on labs
COURSE
Stephen Cole
Overview of Amazon Kinesis
Beginner
Duration: 15 minutes and 18 seconds
Author: Stephen Cole; Difficulty: Beginner; Duration: 15 minutes and 18 seconds; Content Topics: App Streaming; This course has: 2 Lectures
LEARNING PATH
Andrew Larkin
Getting Started With Amazon Kinesis
Beginner
Duration: Up to 6 hours and 17 minutes
Author: Andrew Larkin; Difficulty: Beginner; Description: Get started using Amazon Kinesis to create solutions and solve business problems.; Duration: Up to 6 hours and 17 minutes; Content Topics: App Streaming; This learning path has: 4 Courses, 1 Exam, 2 Hands-on labs
LEARNING PATH
Guy Hummel
Google BigQuery
Intermediate
Duration: Up to 3 hours and 51 minutes
Author: Guy Hummel; Difficulty: Intermediate; Description: Learn how to load, query, and secure your data in Google BigQuery, Google's lightning-fast data warehouse in the cloud.; Duration: Up to 3 hours and 51 minutes; Content Topics: NoSQL, Big Data; This learning path has: 5 Courses, 1 Exam, 1 Hands-on lab
LEARNING PATH
Guy Hummel
Big Data Analytics on Azure
Intermediate
Duration: Up to 9 hours and 56 minutes
Author: Guy Hummel; Difficulty: Intermediate; Description: Follow hands-on examples to import data, run queries, and output the results using Azure Databricks, Azure Data Lake Storage Gen2, and Azure Stream Analytics.; Duration: Up to 9 hours and 56 minutes; Content Topics: Big Data; This learning path has: 7 Courses, 1 Exam, 5 Hands-on labs
LEARNING PATH
Calculated Systems
Wrestling with Data
Intermediate
Duration: Up to 7 hours and 17 minutes
Author: Calculated Systems; Difficulty: Intermediate; Description: Dive into the various tools and techniques available for manipulating information and data sources.; Duration: Up to 7 hours and 17 minutes; Content Topics: SQL; This learning path has: 2 Courses, 1 Exam, 6 Hands-on labs
COURSE
Stephen Cole
Amazon Redshift Distribution Styles
Intermediate
Duration: 16 minutes and 28 seconds
Author: Stephen Cole; Difficulty: Intermediate; Duration: 16 minutes and 28 seconds; Content Topics: Big Data; This course has: 6 Lectures
COURSE
Guy Hummel
Introduction to Delta Lake on Azure Databricks
Intermediate
Duration: 13 minutes and 6 seconds
Author: Guy Hummel; Difficulty: Intermediate; Duration: 13 minutes and 6 seconds; Content Topics: Big Data, Machine Learning; This course has: 5 Lectures
COURSE
Stephen Cole
Amazon Redshift Concurrency Scaling
Intermediate
Duration: 10 minutes and 33 seconds
Author: Stephen Cole; Difficulty: Intermediate; Duration: 10 minutes and 33 seconds; Content Topics: Big Data; This course has: 1 Lecture
COURSE
Chelsea Dohemann
Designing a Data Model in Power BI
Intermediate
Duration: 42 minutes and 58 seconds
Author: Chelsea Dohemann; Difficulty: Intermediate; Duration: 42 minutes and 58 seconds; Content Topics: Data Engineering, Big Data; This course has: 11 Lectures

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