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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- COURSEAndrew Larkin
Learn SQL - From Newbie to NinjaBeginnerDuration: Up to 14 hours and 47 minutesAuthor: Andrew Larkin; Difficulty: Beginner; Description: Go from Newbie to Ninja in the structured query language (SQL)!; Duration: Up to 14 hours and 47 minutes; Content Topics: SQL; This course has: 4 Lessons, 1 Lab challenge, 3 Exams, 3 Hands-on labs - COURSECalculated Systems
The Beginners Guide to Machine Learning and Artificial IntelligenceBeginnerDuration: Up to 4 hours and 45 minutesAuthor: Calculated Systems; Difficulty: Beginner; Description: This course is a gentle introduction and for those who want to gain entry-level experience in machine learning and artificial intelligence.; Duration: Up to 4 hours and 45 minutes; Content Topics: NoSQL, Machine Learning; This course has: 2 Lessons, 2 Exams, 1 Hands-on lab - COURSEGuy Hummel
DP-203 Exam Preparation: Data Engineering on Microsoft AzureIntermediateDuration: Up to 20 hours and 2 minutesAuthor: Guy Hummel; Difficulty: Intermediate; Description: This course is designed to help you prepare for Microsoft's DP-203 Data Engineering on Microsoft Azure exam.; Duration: Up to 20 hours and 2 minutes; Content Topics: Big Data, Machine Learning, SQL; This course has: 16 Lessons, 1 Lab challenge, 1 Resource, 1 Exam, 8 Hands-on labs - COURSEDanny Jessee
AWS Certified Data Engineer - Associate (DEA-C01) Certification Preparation for AWSIntermediateDuration: Up to 51 hoursAuthor: Danny Jessee; Difficulty: Intermediate; Description: Train to prepare for the new AWS Certified Data Engineer - Associate Certification (DEA-C01).; Duration: Up to 51 hours; Content Topics: Serverless, Big Data, App Streaming, SQL; This course has: 11 Lessons, 1 Lab challenge, 1 Exam, 20 Hands-on labs - COURSECalculated SystemsThe Basics of Data Management, Data Manipulation and Data ModellingBeginnerDuration: Up to 12 hours and 2 minutesAuthor: Calculated Systems; Difficulty: Beginner; Description: Learning the basics of how to work with data with data sources, formats, databases, and SQL.; Duration: Up to 12 hours and 2 minutes; Content Topics: SQL; This course has: 2 Lessons, 1 Exam, 3 Hands-on labs
- COURSEGuy HummelBig Data Analytics on AzureIntermediateDuration: Up to 9 hours and 56 minutesAuthor: Guy Hummel; Difficulty: Intermediate; Description: Follow hands-on examples to import data, run queries, and output the results using Azure Databricks, Azure Data Lake Storage Gen2, and Azure Stream Analytics.; Duration: Up to 9 hours and 56 minutes; Content Topics: Big Data; This course has: 7 Lessons, 1 Exam, 5 Hands-on labs
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- LESSONGuy HummelDesigning an Azure Data ImplementationIntermediateDuration: 48 minutes and 11 secondsAuthor: Guy Hummel; Difficulty: Intermediate; Duration: 48 minutes and 11 seconds; Content Topics: NoSQL, Big Data; This lesson has: 7 Lectures
- LESSONStuart Scott
Database Fundamentals for AWS - Part 1 of 2BeginnerAuthor: Stuart Scott; Difficulty: Beginner; Content Topics: NoSQL, SQL; This lesson has: 9 Lectures - LESSONStuart ScottDatabase Fundamentals for AWS - Part 2 of 2BeginnerAuthor: Stuart Scott; Difficulty: Beginner; Content Topics: Big Data; This lesson has: 10 Lectures
- LESSONGuy 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 lesson has: 9 Lectures
- LESSONFrancesco 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 lesson has: 7 Lectures - LESSONGuy 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 lesson has: 7 Lectures
- LESSONChelsea 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 lesson has: 17 Lectures - LESSONGuy 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 lesson has: 7 Lectures
- LESSONHallam Webber
Implementing Azure SQL DatabasesIntermediateDuration: 1 hour and 19 minutesAuthor: Hallam Webber; Difficulty: Intermediate; Duration: 1 hour and 19 minutes; Content Topics: SQL; This lesson has: 15 Lectures - LESSONStuart ScottData Analytic ConceptsBeginnerDuration: 12 minutes and 3 secondsAuthor: Stuart Scott; Difficulty: Beginner; Duration: 12 minutes and 3 seconds; Content Topics: Big Data; This lesson has: 6 Lectures
- LESSONStephen Cole
Overview 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 lesson has: 7 Lectures - LESSONCalculated SystemsIntroduction 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 lesson has: 5 Lectures
- LESSONStephen ColeOverview of Amazon KinesisBeginnerDuration: 15 minutes and 18 secondsAuthor: Stephen Cole; Difficulty: Beginner; Duration: 15 minutes and 18 seconds; Content Topics: App Streaming; This lesson has: 2 Lectures
- LESSONHallam WebberAdvanced Analysis with Power BIIntermediateDuration: 1 hour and 4 minutesAuthor: Hallam Webber; Difficulty: Intermediate; Duration: 1 hour and 4 minutes; Content Topics: Microsoft Azure; This lesson has: 10 Lectures
- LESSONJake Gardner
Creating Dashboards in Power BIIntermediateDuration: 13 minutes and 16 secondsAuthor: Jake Gardner; Difficulty: Intermediate; Duration: 13 minutes and 16 seconds; Content Topics: Big Data; This lesson has: 4 Lectures - LESSONStephen ColeAmazon Redshift Distribution StylesIntermediateDuration: 16 minutes and 28 secondsAuthor: Stephen Cole; Difficulty: Intermediate; Duration: 16 minutes and 28 seconds; Content Topics: Big Data; This lesson has: 6 Lectures
- LESSONGuy 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 lesson has: 5 Lectures
- LESSONStephen ColeAmazon Redshift Concurrency ScalingIntermediateDuration: 10 minutes and 33 secondsAuthor: Stephen Cole; Difficulty: Intermediate; Duration: 10 minutes and 33 seconds; Content Topics: Big Data; This lesson has: 1 Lecture
- LESSONChelsea 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 lesson has: 11 Lectures
- LESSONStuart 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 lesson has: 6 Lectures
- LESSONStuart ScottAmazon S3: Data Replication and Bucket Key EncryptionIntermediateDuration: 1 minute and 54 secondsAuthor: Stuart Scott; Difficulty: Intermediate; Duration: 1 minute and 54 seconds; Content Topics: Storage; This lesson has: 3 Lectures
- LESSONHallam WebberAzure 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 lesson has: 12 Lectures
- LESSONHallam 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 lesson has: 22 Lectures
- LESSONKunal Haria
Introduction to DataBeginnerDuration: 11 minutes and 10 secondsAuthor: Kunal Haria; Difficulty: Beginner; Duration: 11 minutes and 10 seconds; Content Topics: Development; This lesson has: 4 Lectures