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 Training Library

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Practical Machine Learning

Fundamentals of R

Practical Data Science with Python

Using Azure Data Lake Storage Gen2

DP-201 Exam Preparation: Designing an Azure Data Solution

DP-200 Exam Preparation: Implementing an Azure Data Solution

Learn SQL - From Newbie to Ninja

SQL Master Class

Working with SQL

Run SQL Queries and Analyze the DB with Google Cloud SQL

Structure and Analyze Data with Google BigQuery

Using SQL to Import and Validate Data from CSV Files

Getting Started With Amazon Kinesis

Designing Data Flows in Azure

Getting Started With Deep Learning: Working With Data: Gradien...

Getting Started With Deep Learning: Improving Performance

Getting Started With Deep Learning: Recurrent Neural Networks

Getting Started With Deep Learning: Convolutional Neural Networks

Introduction to Deep Learning

Getting Started with Deep Learning: Introduction To Machine Le...

Getting Started With Deep Learning: Working With Data

Introduction to Data and Machine Learning

Designing an Azure Data Implementation

Submitting a U-SQL Job to Azure Data Lake Analytics

Big Data Analytics on Azure

Introduction to Azure Data Lake Store and Analytics

Introduction to Azure Stream Analytics

Analyzing IoT Data Using Azure Stream Analytics

Introduction to Azure Machine Learning

Google Data Engineer Exam – Professional Certification Prepara...

Building a Data Pipeline in DC/OS

Visualizing BigQuery Data with Google Data Studio

Introduction to Google Cloud Dataproc

Introduction to Google Cloud Bigtable

AWS Big Data – Specialty Certification Preparation for AWS

Working with Amazon Kinesis Analytics

AWS Big Data - Data Visualization

AWS Big Data - Athena

AWS Big Data Security: Encryption

Introduction to Google Cloud Dataflow

Query encrypted Amazon S3 data with Amazon Athena

AWS Big Data Specialty - Data Collection

Google BigQuery

Getting Started with Amazon Redshift

Optimizing Google BigQuery

AWS Big Data Specialty - Processing

AWS Big Data Specialty - Storage

Cloud Architect – Professional Certification Preparation for G...

Introduction to Google BigQuery

Analytics Fundamentals for AWS

Big Data

Analytics for Google

Cloud Bigtable

Analytics for AWS

Knowledge Check: Using SQL to Import and Validate Data

Final Exam: Getting Started with Amazon Kinesis

Final Exam: Zero to Deep Learning - Bootcamp Three - Working w...

Final Exam: Zero to Deep Learning - Bootcamp Two - Introducti...

Final Exam: Zero to Deep Learning - Bootcamp One - Introducti...

Exam: Google BigQuery