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.
Explore all library
- COURSEJonathan Lewey
Introduction to PrometheusIntermediateDuration: 22 minutes and 54 secondsAuthor: Jonathan Lewey; Difficulty: Intermediate; Duration: 22 minutes and 54 seconds; Content Topics: Monitoring; This course has: 6 Lectures - COURSECalculated Systems
Introduction to SageMakerIntermediateDuration: 31 minutes and 25 secondsAuthor: Calculated Systems; Difficulty: Intermediate; Duration: 31 minutes and 25 seconds; Content Topics: Machine Learning; This course has: 7 Lectures - COURSEHallam 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 course has: 16 Lectures - COURSEWill 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 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 Scott
Introduction 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 Cole
Understanding 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 Haria
Operators 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 Larkin
Working 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 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 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
- COURSEThomas 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 course has: 8 Lectures - COURSEBen Lambert
Building 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 Holmes
Working 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