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.

Big Data for Beginners

Big Data Python

Big Data Labs

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LEARNING PATH
Andrew Larkin
Learn SQL - From Newbie to Ninja
Beginner
Duration: Up to 14 hours and 46 minutes
Author: Andrew Larkin; Difficulty: Beginner; Description: Go from Newbie to Ninja in the structured query language (SQL)!; Duration: Up to 14 hours and 46 minutes; Content Topics: SQL; This learning path has: 4 Courses, 1 Lab challenge, 3 Exams, 3 Hands-on labs
LEARNING PATH
Calculated Systems
The Beginners Guide to Machine Learning and Artificial Intelligence
Beginner
Duration: Up to 3 hours and 15 minutes
Author: Calculated Systems; Difficulty: Beginner; Description: This course is a gentle introduction and for those who want to gain entry-level experience in machine learning and artificial intelligence.; Duration: Up to 3 hours and 15 minutes; Content Topics: Amazon Web Services; This learning path has: 2 Courses, 2 Exams, 1 Hands-on lab
LEARNING PATH
Guy Hummel
DP-203 Exam Preparation: Data Engineering on Microsoft Azure
Intermediate
Duration: Up to 19 hours and 11 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 19 hours and 11 minutes; Content Topics: Microsoft Azure; This learning path has: 16 Courses, 1 Lab challenge, 1 Resource, 8 Hands-on labs
LEARNING PATH
Danny Jessee
AWS Certified Data Engineer - Associate (DEA-C01) Certification Preparation for AWS
Intermediate
Duration: Up to 55 hours and 30 minutes
Author: Danny Jessee; Difficulty: Intermediate; Description: Train to prepare for the new AWS Certified Data Engineer - Associate Certification (DEA-C01).; Duration: Up to 55 hours and 30 minutes; Content Topics: Amazon Web Services; This learning path has: 11 Courses, 1 Lab challenge, 1 Exam, 20 Hands-on labs
LEARNING PATH
Calculated Systems
The Basics of Data Management, Data Manipulation and Data Modelling
Beginner
Duration: Up to 12 hours and 2 minutes
Author: Calculated Systems; Difficulty: Beginner; Description: Learning the basics of how to work with data with data sources, formats, databases, and SQL.; Duration: Up to 12 hours and 2 minutes; Content Topics: SQL; This learning path has: 2 Courses, 1 Exam, 3 Hands-on labs
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: Microsoft Azure; This learning path has: 7 Courses, 1 Exam, 5 Hands-on labs

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Category: Big Data

HANDS-ON LAB
Stefano Cascavilla
Deploy a Fully Managed and Scalable SQL Database With Google Cloud Spanner
Beginner
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will create a Google Cloud Spanner database, you will define a schema for a table, and you will perform some SQL queries.; Duration: Up to 45 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 5 Lab steps
COURSE
Guy Hummel
Overview of Azure Cosmos DB
Beginner
Duration: 10 minutes and 56 seconds
Author: Guy Hummel; Difficulty: Beginner; Duration: 10 minutes and 56 seconds; Content Topics: Microsoft Azure; This course has: 1 Unit
COURSE
Hallam Webber
Advanced Analysis with Power BI
Intermediate
Duration: 1 hour and 4 minutes
Author: Hallam Webber; Difficulty: Intermediate; Duration: 1 hour and 4 minutes; Content Topics: Microsoft Azure; This course has: 10 Units
COURSE
Jake Gardner
Enriching Reports in Power BI
Intermediate
Duration: 31 minutes and 43 seconds
Author: Jake Gardner; Difficulty: Intermediate; Duration: 31 minutes and 43 seconds; Content Topics: Microsoft Azure; This course has: 6 Units
COURSE
Jake Gardner
Creating Dashboards in Power BI
Intermediate
Duration: 13 minutes and 16 seconds
Author: Jake Gardner; Difficulty: Intermediate; Duration: 13 minutes and 16 seconds; Content Topics: Microsoft Azure; This course has: 4 Units
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: Amazon Web Services; This course has: 6 Units
COURSE
Hallam Webber
Azure SQL - Designing and Implementing a Migration Plan
Intermediate
Duration: 49 minutes and 28 seconds
Author: Hallam Webber; Difficulty: Intermediate; Duration: 49 minutes and 28 seconds; Content Topics: Microsoft Azure; This course has: 11 Units
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: Amazon Web Services; This course has: 1 Unit
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: Microsoft Azure; This course has: 11 Units
COURSE
Stuart Scott
Understanding AWS Database Authentication & Access Controls
Intermediate
Duration: 23 minutes and 30 seconds
Author: Stuart Scott; Difficulty: Intermediate; Duration: 23 minutes and 30 seconds; Content Topics: Amazon Web Services; This course has: 6 Units
COURSE
Stuart Scott
Amazon S3: Data Replication and Bucket Key Encryption
Intermediate
Duration: 21 minutes and 32 seconds
Author: Stuart Scott; Difficulty: Intermediate; Duration: 21 minutes and 32 seconds; Content Topics: Storage; This course has: 3 Units
COURSE
Hallam Webber
Azure SQL and SQL Server Query Performance Tuning
Intermediate
Duration: 1 hour and 26 minutes
Author: Hallam Webber; Difficulty: Intermediate; Duration: 1 hour and 26 minutes; Content Topics: SQL; This course has: 12 Units
COURSE
Hallam Webber
Azure SQL and SQL Server Database Task Automation
Intermediate
Duration: 1 hour and 1 minute
Author: Hallam Webber; Difficulty: Intermediate; Duration: 1 hour and 1 minute; Content Topics: Microsoft Azure; This course has: 22 Units
LEARNING PATH
Stuart Scott
Working with AWS Databases
Intermediate
Duration: Up to 24 hours and 10 minutes
Author: Stuart Scott; Difficulty: Intermediate; Description: This course will help you understand the different AWS database services and features and how to manage them within your environment.; Duration: Up to 24 hours and 10 minutes; Content Topics: Amazon Web Services; This learning path has: 21 Courses, 2 Lab challenges, 3 Exams, 8 Hands-on labs
LEARNING PATH
Andrew Larkin
Working With SQL — Beyond the Basics
Intermediate
Duration: Up to 3 hours and 47 minutes
Author: Andrew Larkin; Difficulty: Intermediate; Description: Practice using SQL to load and manipulate data with this course!; Duration: Up to 3 hours and 47 minutes; Content Topics: SQL; This learning path has: 2 Courses, 1 Lab challenge, 1 Exam, 1 Hands-on lab
LEARNING PATH
Calculated Systems
The Basics of Data Management, Data Manipulation and Data Modelling
Beginner
Duration: Up to 12 hours and 2 minutes
Author: Calculated Systems; Difficulty: Beginner; Description: Learning the basics of how to work with data with data sources, formats, databases, and SQL.; Duration: Up to 12 hours and 2 minutes; Content Topics: SQL; This learning path has: 2 Courses, 1 Exam, 3 Hands-on labs
LEARNING PATH
Calculated Systems
Introduction to Databases - Moving from Spreadsheets
Beginner
Duration: Up to 3 hours and 22 minutes
Author: Calculated Systems; Difficulty: Beginner; Description: This course gives you a solid understanding of the pros and cons of spreadsheets vs. databases and when to choose one over the other.; Duration: Up to 3 hours and 22 minutes; Content Topics: Amazon Web Services; This learning path has: 1 Course, 1 Exam, 2 Hands-on labs
LEARNING PATH
Danny Jessee
AWS Certified Data Engineer - Associate (DEA-C01) Certification Preparation for AWS
Intermediate
Duration: Up to 55 hours and 30 minutes
Author: Danny Jessee; Difficulty: Intermediate; Description: Train to prepare for the new AWS Certified Data Engineer - Associate Certification (DEA-C01).; Duration: Up to 55 hours and 30 minutes; Content Topics: Amazon Web Services; This learning path has: 11 Courses, 1 Lab challenge, 1 Exam, 20 Hands-on labs
HANDS-ON LAB
Parveen Singh
Using Azure Synapse Analytics to Query Data Lake
Intermediate
Duration: Up to 1 hour and 45 minutes
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to deploy and use Azure Synapse Analytics to query data stored in a data lake through T-SQL statements using a serverless SQL pool in this hands-on lab.; Duration: Up to 1 hour and 45 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Logan Rakai
Using Azure Data Factory Pipelines to Copy Data
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Learn how to build and trigger data pipelines in Azure Data Factory in this lab.; Duration: Up to 1 hour and 15 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 9 Lab steps
LAB CHALLENGE
Andrew Burchill
Create Amazon RDS Database Instance Challenge
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your Amazon RDS skills to the test in this hands-on challenge lab as you are tasked with creating a database.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Using Regular Expressions Effectively in the Real World
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Regular expressions are a powerful tool for searching and manipulating text. In this hands-on lab you will learn how to use them effectively in real-world scenarios.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Working with Special Characters and Anchors in Regular Expressions
Beginner
Duration: Up to 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: In this hands-on lab, you will work with regular expressions, learning how to use quantifiers, anchors, and capture groups to match patterns in text.; Duration: Up to 30 minutes; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Efficiently Storing Data in S3 for Data Analytics Solutions
Beginner
Duration: Up to 1 hour and 15 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to store data in Amazon S3 for use with Data Analytics services including Redshift and Athena. Learn how to structure analytic data to maximize performance and minimize costs.; Duration: Up to 1 hour and 15 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 7 Lab steps