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.
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- COURSEChelsea Dohemann
Introduction to Power BIBeginnerDuration: 40 minutes and 43 secondsAuthor: Chelsea Dohemann; Difficulty: Beginner; Description: This Lesson gives you a solid foundation to begin your Power BI journey. Learn to use this powerful business intelligence solution from the ground up.; Duration: 40 minutes and 43 seconds; Content Topics: Big Data; This course has: 17 Lectures - HANDS-ON LABAndrew Burchill
Getting Started with Amazon RedshiftBeginnerDuration: Up to 1 hour and 45 minutesAuthor: 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: Big Data; This hands-on lab has: 8 Lab steps - COURSEStuart Scott
Database Fundamentals for AWS - Part 1 of 2BeginnerDuration: 1 hour and 8 minutesAuthor: Stuart Scott; Difficulty: Beginner; Description: This lesson (part of a two-part series on AWS database fundamentals) introduces you to Amazon RDS, Amazon DynamoDB, Amazon ElastiCache, and Amazon Neptune.; Duration: 1 hour and 8 minutes; Content Topics: NoSQL, SQL; This course has: 9 Lectures - COURSEGuy Hummel
Designing an Azure Data ImplementationIntermediateDuration: 48 minutes and 11 secondsAuthor: Guy Hummel; Difficulty: Intermediate; Description: In this Lesson, you will learn how to design a data implementation using the appropriate Azure services.; Duration: 48 minutes and 11 seconds; Content Topics: NoSQL, Big Data; This course has: 7 Lectures - HANDS-ON LABAndrew BurchillSessionizing Clickstream Data with Amazon Kinesis and Managed Apache FlinkBeginnerDuration: Up to 1 hour and 30 minutesAuthor: Andrew Burchill; Difficulty: Beginner; Description: In this lab you will see how to use Kinesis Data Analytics to sessionize clickstream data, and, you will see how to send the output data from Kinesis Data Analytics to DynamoDB using a Lambda function.; Duration: Up to 1 hour and 30 minutes; Content Topics: App Streaming; This hands-on lab has: 7 Lab steps
- COURSECalculated Systems
Introduction to Machine Learning - Part OneBeginnerDuration: 28 minutes and 33 secondsAuthor: Calculated Systems; Difficulty: Beginner; Description: This class is designed to be a gentle introduction, which means we'll be starting at the ground up and focusing on giving students the tools and materials they need to navigate the space; Duration: 28 minutes and 33 seconds; Content Topics: Machine Learning; This course has: 5 Lectures
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- COURSEGuy HummelDesigning an Azure Data ImplementationIntermediateDuration: 48 minutes and 11 secondsAuthor: Guy Hummel; Difficulty: Intermediate; Duration: 48 minutes and 11 seconds; Content Topics: NoSQL, Big Data; This course has: 7 Lectures
- COURSEStuart ScottDatabase Fundamentals for AWS - Part 1 of 2BeginnerDuration: 1 hour and 8 minutesAuthor: Stuart Scott; Difficulty: Beginner; Duration: 1 hour and 8 minutes; Content Topics: NoSQL, SQL; This course has: 9 Lectures
- COURSEStuart ScottDatabase Fundamentals for AWS - Part 2 of 2BeginnerDuration: 1 hour and 2 minutesAuthor: Stuart Scott; Difficulty: Beginner; Duration: 1 hour and 2 minutes; Content Topics: Big Data; This course has: 10 Lectures
- COURSEGuy HummelUsing Azure Data Lake Storage Gen2AdvancedDuration: 38 minutes and 32 secondsAuthor: Guy Hummel; Difficulty: Advanced; Duration: 38 minutes and 32 seconds; Content Topics: Big Data, Machine Learning; This course has: 9 Lectures
- COURSEFrancesco Mosconi
Introduction to Data and Machine LearningBeginnerDuration: 36 minutes and 43 secondsAuthor: Francesco Mosconi; Difficulty: Beginner; Duration: 36 minutes and 43 seconds; Content Topics: Machine Learning; This course has: 7 Lectures - COURSEGuy HummelIntroduction to Google BigQueryBeginnerDuration: 29 minutes and 9 secondsAuthor: Guy Hummel; Difficulty: Beginner; Duration: 29 minutes and 9 seconds; Content Topics: NoSQL, Big Data; This course has: 7 Lectures
- COURSEChelsea DohemannIntroduction to Power BIBeginnerDuration: 40 minutes and 43 secondsAuthor: Chelsea Dohemann; Difficulty: Beginner; Duration: 40 minutes and 43 seconds; Content Topics: Big Data; This course has: 17 Lectures
- COURSEGuy HummelIntroduction to Azure Synapse AnalyticsIntermediateDuration: 28 minutes and 2 secondsAuthor: Guy Hummel; Difficulty: Intermediate; Duration: 28 minutes and 2 seconds; Content Topics: SQL, Big Data; This course has: 7 Lectures
- COURSEHallam Webber
Implementing Azure SQL DatabasesIntermediateDuration: 1 hour and 19 minutesAuthor: Hallam Webber; Difficulty: Intermediate; Duration: 1 hour and 19 minutes; Content Topics: SQL; This course has: 15 Lectures - COURSEStuart ScottData Analytic ConceptsBeginnerDuration: 12 minutes and 3 secondsAuthor: Stuart Scott; Difficulty: Beginner; Duration: 12 minutes and 3 seconds; Content Topics: Big Data; This course has: 6 Lectures
- COURSEStephen Cole
Overview of Differences Between AWS Database TypesBeginnerDuration: 1 hour and 1 minuteAuthor: Stephen Cole; Difficulty: Beginner; Duration: 1 hour and 1 minute; Content Topics: NoSQL; This course has: 7 Lectures - COURSECalculated SystemsIntroduction to Machine Learning - Part OneBeginnerDuration: 28 minutes and 33 secondsAuthor: Calculated Systems; Difficulty: Beginner; Duration: 28 minutes and 33 seconds; Content Topics: Machine Learning; This course has: 5 Lectures
- COURSEStephen ColeOverview of Amazon KinesisBeginnerDuration: 15 minutes and 18 secondsAuthor: Stephen Cole; Difficulty: Beginner; Duration: 15 minutes and 18 seconds; Content Topics: App Streaming; This course has: 2 Lectures
- COURSEStephen ColeAmazon Redshift Distribution StylesIntermediateDuration: 16 minutes and 28 secondsAuthor: Stephen Cole; Difficulty: Intermediate; Duration: 16 minutes and 28 seconds; Content Topics: Big Data; This course has: 6 Lectures
- COURSEGuy HummelIntroduction to Delta Lake on Azure DatabricksIntermediateDuration: 13 minutes and 6 secondsAuthor: Guy Hummel; Difficulty: Intermediate; Duration: 13 minutes and 6 seconds; Content Topics: Big Data, Machine Learning; This course has: 5 Lectures
- COURSEStephen ColeAmazon Redshift Concurrency ScalingIntermediateDuration: 10 minutes and 33 secondsAuthor: Stephen Cole; Difficulty: Intermediate; Duration: 10 minutes and 33 seconds; Content Topics: Big Data; This course has: 1 Lecture
- COURSEChelsea DohemannDesigning a Data Model in Power BIIntermediateDuration: 42 minutes and 58 secondsAuthor: Chelsea Dohemann; Difficulty: Intermediate; Duration: 42 minutes and 58 seconds; Content Topics: Data Engineering, Big Data; This course has: 11 Lectures
- COURSEStuart ScottUnderstanding AWS Database Authentication & Access ControlsIntermediateDuration: 23 minutes and 30 secondsAuthor: Stuart Scott; Difficulty: Intermediate; Duration: 23 minutes and 30 seconds; Content Topics: NoSQL, Identity and Access Management, SQL; This course has: 6 Lectures
- COURSEStuart ScottAmazon S3: Data Replication and Bucket Key EncryptionIntermediateDuration: 21 minutes and 32 secondsAuthor: Stuart Scott; Difficulty: Intermediate; Duration: 21 minutes and 32 seconds; Content Topics: Storage; This course has: 3 Lectures
- COURSEHallam WebberAzure SQL and SQL Server Query Performance TuningIntermediateDuration: 1 hour and 26 minutesAuthor: Hallam Webber; Difficulty: Intermediate; Duration: 1 hour and 26 minutes; Content Topics: SQL; This course has: 12 Lectures
- COURSEHallam WebberAzure SQL and SQL Server Database Task AutomationIntermediateDuration: 1 hour and 1 minuteAuthor: Hallam Webber; Difficulty: Intermediate; Duration: 1 hour and 1 minute; Content Topics: Microsoft Azure; This course has: 22 Lectures
- COURSEKunal Haria
Introduction to DataBeginnerDuration: 11 minutes and 10 secondsAuthor: Kunal Haria; Difficulty: Beginner; Duration: 11 minutes and 10 seconds; Content Topics: Development; This course has: 4 Lectures - COURSEFrancesco MosconiGetting Started With Deep Learning: Working With Data: Gradient DescentBeginnerDuration: 1 hour and 45 minutesAuthor: Francesco Mosconi; Difficulty: Beginner; Duration: 1 hour and 45 minutes; Content Topics: Big Data, Machine Learning; This course has: 26 Lectures
- COURSEFrancesco MosconiGetting Started With Deep Learning: Improving PerformanceBeginnerDuration: 1 hour and 2 minutesAuthor: Francesco Mosconi; Difficulty: Beginner; Duration: 1 hour and 2 minutes; Content Topics: Machine Learning; This course has: 17 Lectures