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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- 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 - COURSEStuart ScottDatabase Fundamentals for AWS - Part 2 of 2BeginnerDuration: 1 hour and 2 minutesAuthor: Stuart Scott; Difficulty: Beginner; Description: This lesson (part of a two-part series on AWS database fundamentals) introduces you to Amazon Redshift, Amazon QLDB, Amazon DocumentDB, and Amazon Keyspaces.; Duration: 1 hour and 2 minutes; Content Topics: Big Data; This course has: 10 Lectures
- QUIZReview for lesson: Database Fundamentals for AWS - Part 2 of 2Duration: Up to 14 minutesDescription: Review for lesson: Database Fundamentals for AWS - Part 2 of 2; Duration: Up to 14 minutes; Content Topics: Big Data; This quiz has: 20 Questions
- COURSEStephen Cole
Overview of Amazon KinesisBeginnerDuration: 15 minutes and 18 secondsAuthor: Stephen Cole; Difficulty: Beginner; Description: This lesson provides an introduction to Amazon Kinesis including what it does and why it's important.; Duration: 15 minutes and 18 seconds; Content Topics: App Streaming; This course has: 2 Lectures - COURSEGuy Hummel
Designing an Azure Data ImplementationIntermediateDuration: 48 minutes and 31 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 31 seconds; Content Topics: NoSQL, Big Data; This course has: 7 Lectures - COURSEStephen ColeOverview of Differences Between AWS Database TypesBeginnerDuration: 1 hour and 1 minuteAuthor: Stephen Cole; Difficulty: Beginner; Description: This lesson covers AWS databases at a very high level and will include how they work, their strengths, and what workloads are best suited for them.; Duration: 1 hour and 1 minute; Content Topics: NoSQL; This course has: 7 Lectures
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- COURSEGuy HummelDesigning an Azure Data ImplementationIntermediateDuration: 48 minutes and 31 secondsAuthor: Guy Hummel; Difficulty: Intermediate; Duration: 48 minutes and 31 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 Dohemann
Introduction 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
- COURSEStephen ColeOverview 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 Systems
Introduction 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 Webber
Azure 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
- COURSEFrancesco MosconiGetting Started With Deep Learning: Convolutional Neural NetworksBeginnerDuration: 1 hour and 19 minutesAuthor: Francesco Mosconi; Difficulty: Beginner; Duration: 1 hour and 19 minutes; Content Topics: Machine Learning; This course has: 22 Lectures
- COURSEFrancesco MosconiIntroduction to Deep LearningBeginnerDuration: 1 hour and 13 minutesAuthor: Francesco Mosconi; Difficulty: Beginner; Duration: 1 hour and 13 minutes; Content Topics: Machine Learning; This course has: 16 Lectures