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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- COURSEHallam WebberAzure 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 course has: 16 Lectures
- COURSEWill MeadowsFundamentals 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 course has: 6 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
- COURSECalculated 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: Machine Learning, Big Data; This course has: 9 Lectures
- COURSEStuart 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 course has: 4 Lectures
- COURSEWill 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 course has: 3 Lectures
- COURSEStuart 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 course has: 7 Lectures
- COURSEStuart 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 course has: 7 Lectures
- COURSEHallam 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 course has: 9 Lectures
- COURSECalculated SystemsMoving Beyond SpreadsheetsIntermediateDuration: 42 minutes and 22 secondsAuthor: Calculated Systems; Difficulty: Intermediate; Duration: 42 minutes and 22 seconds; Content Topics: Databases; This course has: 16 Lectures
- COURSECalculated SystemsWorking With Data SetsBeginnerDuration: 35 minutes and 14 secondsAuthor: Calculated Systems; Difficulty: Beginner; Duration: 35 minutes and 14 seconds; Content Topics: Data Engineering; This course has: 10 Lectures
- COURSEStephen ColeUnderstanding Amazon RDS Performance InsightsIntermediateDuration: 43 minutes and 8 secondsAuthor: Stephen Cole; Difficulty: Intermediate; Duration: 43 minutes and 8 seconds; Content Topics: SQL; This course has: 8 Lectures
- COURSECalculated 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 course has: 6 Lectures
- COURSEKunal HariaOperators in RIntermediateDuration: 24 minutes and 31 secondsAuthor: Kunal Haria; Difficulty: Intermediate; Duration: 24 minutes and 31 seconds; Content Topics: Machine Learning; This course has: 4 Lectures
- COURSEKunal 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 course has: 9 Lectures
- COURSEKunal HariaInteracting with RIntermediateDuration: 20 minutes and 52 secondsAuthor: Kunal Haria; Difficulty: Intermediate; Duration: 20 minutes and 52 seconds; Content Topics: Development; This course has: 7 Lectures
- COURSEAndrew LarkinWorking with SQLIntermediateDuration: 38 minutes and 57 secondsAuthor: Andrew Larkin; Difficulty: Intermediate; Duration: 38 minutes and 57 seconds; Content Topics: SQL; This course has: 5 Lectures
- COURSEFrancesco MosconiGetting 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 course has: 12 Lectures
- COURSEFrancesco 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 course has: 22 Lectures
- COURSEHallam WebberDeveloping a Power BI Data ModelIntermediateDuration: 43 minutes and 6 secondsAuthor: Hallam Webber; Difficulty: Intermediate; Duration: 43 minutes and 6 seconds; Content Topics: Big Data; This course has: 10 Lectures
- COURSEShane GibsonAWS Big Data Specialty - ProcessingIntermediateDuration: 1 hour and 15 minutesAuthor: Shane Gibson; Difficulty: Intermediate; Duration: 1 hour and 15 minutes; Content Topics: Serverless; This course has: 10 Lectures
- COURSEThomas MitchellData Governance in Microsoft 365IntermediateDuration: 25 minutes and 28 secondsAuthor: Thomas Mitchell; Difficulty: Intermediate; Duration: 25 minutes and 28 seconds; Content Topics: Big Data; This course has: 8 Lectures
- COURSEBen LambertBuilding a Python Application: Lesson OneAdvancedDuration: 1 hour and 57 minutesAuthor: Ben Lambert; Difficulty: Advanced; Duration: 1 hour and 57 minutes; Content Topics: Data Engineering, Data Transformation; This course has: 12 Lectures
- COURSEThomas HolmesWorking with PandasIntermediateDuration: 57 minutes and 18 secondsAuthor: Thomas Holmes; Difficulty: Intermediate; Duration: 57 minutes and 18 seconds; Content Topics: Machine Learning; This course has: 6 Lectures