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 ScottDatabase 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 ColeOverview 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 HummelDesigning 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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- EXAMKnowledge Check: Understanding Data File FormatsDuration: Up to 35 minutesDescription: Knowledge Check: Understanding Data File Formats; Duration: Up to 35 minutes; Content Topics: Storage, Analytics; This exam has: 20 Questions
- EXAMKnowledge Check: Wrestling Your DataDuration: Up to 25 minutesDescription: Knowledge Check: Wrestling Your Data; Duration: Up to 25 minutes; Content Topics: Databases; This exam has: 15 Questions
- EXAMKnowledge Check: Introduction to Databases - Working with DatasetsDuration: Up to 20 minutesDescription: Knowledge Check: Introduction to Databases - Working with Datasets; Duration: Up to 20 minutes; Content Topics: Databases; This exam has: 10 Questions
- EXAMKnowledge Check: Introduction to Databases - Moving Beyond SpreadsheetsDuration: Up to 20 minutesDescription: Knowledge Check: Introduction to Databases - Moving Beyond Spreadsheets; Duration: Up to 20 minutes; Content Topics: Databases; This exam has: 10 Questions
- EXAMKnowledge Check: Python Data Types and FunctionsDuration: Up to 30 minutesDescription: Knowledge Check: Python Data Types and Functions; Duration: Up to 30 minutes; Content Topics: Development; This exam has: 20 Questions
- EXAMKnowledge Check: SQL Master ClassDuration: Up to 25 minutesDescription: Knowledge Check: SQL Master Class; Duration: Up to 25 minutes; Content Topics: SQL; This exam has: 15 Questions
- EXAMFinal Exam: Zero to Deep Learning - Bootcamp Three - Working with Convolutional and Recurrent Neural NetworksDuration: Up to 30 minutesDescription: Final Exam: Zero to Deep Learning - Bootcamp Three - Working with Convolutional and Recurrent Neural Networks; Duration: Up to 30 minutes; Content Topics: Artificial Intelligence; This exam has: 15 Questions
- EXAMFinal Exam: Zero to Deep Learning - Bootcamp Two - Introduction to Deep LearningDuration: Up to 30 minutesDescription: Final Exam: Zero to Deep Learning - Bootcamp Two - Introduction to Deep Learning; Duration: Up to 30 minutes; Content Topics: Analytics, Artificial Intelligence; This exam has: 15 Questions
- EXAMFinal Exam: Zero to Deep Learning - Bootcamp One - Introduction to Data Science and Machine LearningDuration: Up to 30 minutesDescription: Final Exam: Zero to Deep Learning - Bootcamp One - Introduction to Data Science and Machine Learning; Duration: Up to 30 minutes; Content Topics: Amazon Web Services; This exam has: 15 Questions
- EXAMCert Prep Exam - PL-300: Microsoft Power BI Data AnalystDuration: Up to 1 hour and 40 minutesDescription: Cert Prep Exam - PL-300: Microsoft Power BI Data Analyst; Duration: Up to 1 hour and 40 minutes; Content Topics: Big Data; This exam has: 40 Questions
- EXAMKnowledge Check: Visualizing Your DataDuration: Up to 25 minutesDescription: Knowledge Check: Visualizing Your Data; Duration: Up to 25 minutes; Content Topics: Databases; This exam has: 15 Questions
- EXAMKnowledge Check: Practical Data Science with PythonDuration: Up to 30 minutesDescription: Knowledge Check: Practical Data Science with Python; Duration: Up to 30 minutes; Content Topics: Machine Learning; This exam has: 15 Questions
- EXAMKnowledge Check: Working with SQLDuration: Up to 25 minutesDescription: Knowledge Check: Working with SQL; Duration: Up to 25 minutes; Content Topics: SQL; This exam has: 15 Questions
- EXAMKnowledge Check: Introduction to SQLDuration: Up to 25 minutesDescription: Knowledge Check: Introduction to SQL; Duration: Up to 25 minutes; Content Topics: SQL; This exam has: 15 Questions
- EXAMFinal Exam: Google BigQueryDuration: Up to 25 minutesDescription: Final Exam: Google BigQuery; Duration: Up to 25 minutes; Content Topics: NoSQL, Big Data; This exam has: 15 Questions
- EXAMFinal Exam: Big Data Analytics on AzureDuration: Up to 20 minutesDescription: Final Exam: Big Data Analytics on Azure; Duration: Up to 20 minutes; Content Topics: Big Data; This exam has: 20 Questions
- EXAMFinal Exam: Getting Started with Amazon KinesisDuration: Up to 30 minutesDescription: Final Exam: Getting Started with Amazon Kinesis; Duration: Up to 30 minutes; Content Topics: App Streaming; This exam has: 20 Questions
- EXAMKnowledge Check: Using SQL to Import and Validate DataDuration: Up to 15 minutesDescription: Knowledge Check: Using SQL to Import and Validate Data; Duration: Up to 15 minutes; Content Topics: SQL; This exam has: 7 Questions