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

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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 17 hours and 50 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 17 hours and 50 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 52 hours and 53 minutes
Author: Danny Jessee; Difficulty: Intermediate; Description: Train to prepare for the new AWS Certified Data Engineer - Associate Certification (DEA-C01).; Duration: Up to 52 hours and 53 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 28 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 28 minutes; Content Topics: Microsoft Azure; This learning path has: 7 Courses, 1 Exam, 5 Hands-on labs

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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: Microsoft Azure; This course has: 7 Units
COURSE
Stuart Scott
Database Fundamentals for AWS - Part 1 of 2
Beginner
Duration: 3 minutes and 56 seconds
Author: Stuart Scott; Difficulty: Beginner; Duration: 3 minutes and 56 seconds; Content Topics: Amazon Web Services; This course has: 9 Units
COURSE
Stuart Scott
Database Fundamentals for AWS - Part 2 of 2
Beginner
Author: Stuart Scott; Difficulty: Beginner; Content Topics: Amazon Web Services; This course has: 10 Units
LEARNING PATH
Guy Hummel
Google Professional Data Engineer Exam Preparation
Intermediate
Duration: Up to 26 hours and 14 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 26 hours and 14 minutes; Content Topics: Google Cloud Platform; 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 28 hours and 21 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 28 hours and 21 minutes; Content Topics: Google Cloud Platform; This learning path has: 1 Resource, 27 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 17 hours and 50 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 17 hours and 50 minutes; Content Topics: Microsoft Azure; This learning path has: 16 Courses, 1 Lab challenge, 1 Resource, 8 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
HANDS-ON LAB
Stefano Cascavilla
Handling S3 Objects Events With Lifecycle Policies and Server Access Logging
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will create an S3 bucket and will implement the lifecycle policies to handle actions done on the objects. You will also log the operations done.; Duration: Up to 1 hour; Content Topics: Storage; This hands-on lab has: 5 Lab steps
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: Amazon Web Services; 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: Microsoft Azure; This course has: 9 Units
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 Units
COURSE
Guy Hummel
Introduction to Google BigQuery
Beginner
Author: Guy Hummel; Difficulty: Beginner; Content Topics: Google Cloud Platform; This course has: 7 Units
COURSE
Chelsea Dohemann
Introduction to Power BI
Beginner
Duration: 40 minutes and 46 seconds
Author: Chelsea Dohemann; Difficulty: Beginner; Duration: 40 minutes and 46 seconds; Content Topics: Microsoft Azure; This course has: 17 Units
COURSE
Guy Hummel
Introduction to Azure Synapse Analytics
Intermediate
Author: Guy Hummel; Difficulty: Intermediate; Content Topics: Microsoft Azure; This course has: 7 Units
COURSE
Stuart Scott
Data Analytic Concepts
Beginner
Duration: 12 minutes and 3 seconds
Author: Stuart Scott; Difficulty: Beginner; Duration: 12 minutes and 3 seconds; Content Topics: Big Data; This course has: 6 Units
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 Units
COURSE
Calculated Systems
Working With Data Sets
Beginner
Duration: 35 minutes and 14 seconds
Author: Calculated Systems; Difficulty: Beginner; Duration: 35 minutes and 14 seconds; Content Topics: Data Engineering; This course has: 10 Units
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 Units
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
COURSE
Andrew Larkin
Working with SQL
Intermediate
Duration: 38 minutes and 57 seconds
Author: Andrew Larkin; Difficulty: Intermediate; Duration: 38 minutes and 57 seconds; Content Topics: SQL; This course has: 5 Units
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: Amazon Web Services; This course has: 2 Units
COURSE
Hallam Webber
Implementing Azure SQL Databases
Intermediate
Duration: 1 hour and 19 minutes
Author: Hallam Webber; Difficulty: Intermediate; Duration: 1 hour and 19 minutes; Content Topics: SQL; This course has: 15 Units
COURSE
Andrew Larkin
SQL masterclass
Advanced
Duration: 42 minutes and 53 seconds
Author: Andrew Larkin; Difficulty: Advanced; Duration: 42 minutes and 53 seconds; Content Topics: SQL; This course has: 8 Units
COURSE
Michael Burgess
Module 0 - What is Machine Learning? - Part One
Beginner
Duration: 1 hour and 23 minutes
Author: Michael Burgess; Difficulty: Beginner; Duration: 1 hour and 23 minutes; Content Topics: Machine Learning; This course has: 13 Units