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

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...

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

Data Engineer – Professional Certification Preparation for Google

Building a Data Pipeline in DC/OS

Cloud Dataproc

Visualizing BigQuery Data with Google Data Studio

Introduction to Google Cloud Dataproc

Introduction to Google Cloud Bigtable

Big Data – Specialty Certification Preparation for AWS

AWS Big Data - 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

Working with Amazon Kinesis

Analytics for Google

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...

Cloud Bigtable

Introduction to Google BigQuery

Cloud Dataflow

Azure Stream Analytics

Amazon Kinesis

Amazon Redshift

Analytics for Azure

Analytics Fundamentals for AWS

Analytics for AWS