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.

Lab playgrounds

Calculated Systems

The Basics of Data Management, Data Manipulation and Data Modelling

Calculated Systems

The Beginners Guide to Machine Learning and Artificial Intelligence

AWS Certified Database - Specialty (DBS-C01) Certification Preparation for AWS

Using Azure Synapse Analytics to Query Data Lake

Stefano Cascavilla

Handling S3 Objects Events With Lifecycle Policies and Server Access Logging

Using Azure Data Factory Pipelines to Copy Data

Andrew Burchill

Getting Started with Amazon Redshift

Andrew Burchill

Create Amazon RDS Database Instance Challenge

Andrew Burchill

Working with Special Characters and Anchors in Regular Expressions

Andrew Burchill

Efficiently Storing Data in S3 for Data Analytics Solutions

Andrew Burchill

Sessionizing Clickstream Data with Amazon Kinesis Data Analytics

Stefano Cascavilla

Structure and Analyze Data with Google BigQuery

Analyzing IoT Data Using Azure Stream Analytics

Query Encrypted Amazon S3 Data with Amazon Athena

Using Azure Data Lake Storage Gen2

Francesco Mosconi

Getting Started With Deep Learning: Working With Data: Gradient Descent

Francesco Mosconi

Introduction to Deep Learning

Francesco Mosconi

Getting Started With Deep Learning: Working With Data

Francesco Mosconi

Introduction to Data and Machine Learning

Introduction to Azure Stream Analytics

Thomas Mitchell

Designing Data Flows in Azure

Visualizing BigQuery Data with Google Data Studio

Introduction to Google Cloud Dataproc

Introduction to Google Cloud Bigtable