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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- LESSONStephen Cole
Amazon Kinesis Data Streams Part 1IntermediateDuration: 36 minutes and 30 secondsAuthor: Stephen Cole; Difficulty: Intermediate; Duration: 36 minutes and 30 seconds; Content Topics: App Streaming; This lesson has: 4 Lectures - LESSONStuart Scott
Protecting your AWS Databases through EncryptionIntermediateDuration: 26 minutes and 56 secondsAuthor: Stuart Scott; Difficulty: Intermediate; Duration: 26 minutes and 56 seconds; Content Topics: Encryption, NoSQL, SQL; This lesson has: 5 Lectures - LESSONJonathan Lewey
Introduction to PrometheusIntermediateDuration: 22 minutes and 54 secondsAuthor: Jonathan Lewey; Difficulty: Intermediate; Duration: 22 minutes and 54 seconds; Content Topics: Monitoring; This lesson has: 6 Lectures - LESSONCalculated Systems
Introduction to SageMakerIntermediateDuration: 31 minutes and 25 secondsAuthor: Calculated Systems; Difficulty: Intermediate; Duration: 31 minutes and 25 seconds; Content Topics: Machine Learning; This lesson has: 7 Lectures - LESSONHallam Webber
Azure SQL and SQL Server Database MonitoringIntermediateDuration: 59 minutes and 43 secondsAuthor: Hallam Webber; Difficulty: Intermediate; Duration: 59 minutes and 43 seconds; Content Topics: Monitoring, Databases; This lesson has: 16 Lectures - LESSONWill Meadows
Fundamentals of Amazon MSK (Amazon Managed Streaming for Apache Kafka)IntermediateDuration: 9 minutes and 26 secondsAuthor: Will Meadows; Difficulty: Intermediate; Duration: 9 minutes and 26 seconds; Content Topics: Data Engineering, Big Data; This lesson has: 6 Lectures - LESSONCalculated SystemsCommon Machine Learning Models & How to Train ThemIntermediateDuration: 55 minutes and 12 secondsAuthor: Calculated Systems; Difficulty: Intermediate; Duration: 55 minutes and 12 seconds; Content Topics: Big Data, Machine Learning; This lesson has: 9 Lectures
- LESSONStuart ScottIntroduction to Amazon Elastic Map Reduce (EMR)BeginnerDuration: 10 minutes and 38 secondsAuthor: Stuart Scott; Difficulty: Beginner; Duration: 10 minutes and 38 seconds; Content Topics: Analytics; This lesson has: 4 Lectures
- LESSONWill MeadowsSecurity Best Practices when Working with AWS DatabasesIntermediateDuration: 14 minutes and 36 secondsAuthor: Will Meadows; Difficulty: Intermediate; Duration: 14 minutes and 36 seconds; Content Topics: Amazon Web Services; This lesson has: 3 Lectures
- LESSONStuart ScottData Visualization: How to Convey your DataBeginnerDuration: 32 minutes and 16 secondsAuthor: Stuart Scott; Difficulty: Beginner; Duration: 32 minutes and 16 seconds; Content Topics: Big Data; This lesson has: 7 Lectures
- LESSONStuart ScottBackup and Restore Capabilities of Amazon RDS & Amazon DynamoDBIntermediateDuration: 39 minutes and 5 secondsAuthor: Stuart Scott; Difficulty: Intermediate; Duration: 39 minutes and 5 seconds; Content Topics: NoSQL, SQL; This lesson has: 7 Lectures
- LESSONHallam WebberImplementing High Availability and Disaster Recovery for Azure SQL DatabasesAdvancedDuration: 1 hour and 6 minutesAuthor: Hallam Webber; Difficulty: Advanced; Duration: 1 hour and 6 minutes; Content Topics: SQL; This lesson has: 9 Lectures
- LESSONCalculated SystemsMoving Beyond SpreadsheetsIntermediateDuration: 42 minutes and 22 secondsAuthor: Calculated Systems; Difficulty: Intermediate; Duration: 42 minutes and 22 seconds; Content Topics: Databases; This lesson has: 16 Lectures
- LESSONCalculated SystemsWorking With Data SetsBeginnerDuration: 35 minutes and 14 secondsAuthor: Calculated Systems; Difficulty: Beginner; Duration: 35 minutes and 14 seconds; Content Topics: Data Engineering; This lesson has: 10 Lectures
- LESSONStephen ColeUnderstanding Amazon RDS Performance InsightsIntermediateDuration: 43 minutes and 8 secondsAuthor: Stephen Cole; Difficulty: Intermediate; Duration: 43 minutes and 8 seconds; Content Topics: SQL; This lesson has: 8 Lectures
- LESSONCalculated SystemsIntroduction to Machine Learning - Part TwoBeginnerDuration: 31 minutes and 7 secondsAuthor: Calculated Systems; Difficulty: Beginner; Duration: 31 minutes and 7 seconds; Content Topics: Machine Learning; This lesson has: 6 Lectures
- LESSONKunal Haria
Operators in RIntermediateDuration: 24 minutes and 31 secondsAuthor: Kunal Haria; Difficulty: Intermediate; Duration: 24 minutes and 31 seconds; Content Topics: Machine Learning; This lesson has: 4 Lectures - LESSONKunal HariaBeginner Data Structures in RIntermediateDuration: 37 minutes and 39 secondsAuthor: Kunal Haria; Difficulty: Intermediate; Duration: 37 minutes and 39 seconds; Content Topics: Machine Learning; This lesson has: 9 Lectures
- LESSONKunal HariaInteracting with RIntermediateDuration: 20 minutes and 52 secondsAuthor: Kunal Haria; Difficulty: Intermediate; Duration: 20 minutes and 52 seconds; Content Topics: Development; This lesson has: 7 Lectures
- LESSONAndrew Larkin
Working with SQLIntermediateDuration: 38 minutes and 57 secondsAuthor: Andrew Larkin; Difficulty: Intermediate; Duration: 38 minutes and 57 seconds; Content Topics: SQL; This lesson has: 5 Lectures - LESSONFrancesco Mosconi
Getting Started With Deep Learning: Recurrent Neural NetworksBeginnerDuration: 45 minutes and 15 secondsAuthor: Francesco Mosconi; Difficulty: Beginner; Duration: 45 minutes and 15 seconds; Content Topics: Machine Learning; This lesson has: 12 Lectures - LESSONFrancesco MosconiGetting Started with Deep Learning: Introduction To Machine LearningBeginnerDuration: 2 hours and 4 minutesAuthor: Francesco Mosconi; Difficulty: Beginner; Duration: 2 hours and 4 minutes; Content Topics: Machine Learning; This lesson has: 22 Lectures
- LESSONHallam WebberDeveloping a Power BI Data ModelIntermediateDuration: 42 minutes and 39 secondsAuthor: Hallam Webber; Difficulty: Intermediate; Duration: 42 minutes and 39 seconds; Content Topics: Big Data; This lesson has: 10 Lectures
- LESSONThomas Mitchell
Data Governance in Microsoft 365IntermediateDuration: 25 minutes and 28 secondsAuthor: Thomas Mitchell; Difficulty: Intermediate; Duration: 25 minutes and 28 seconds; Content Topics: Big Data; This lesson has: 8 Lectures