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 - 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 - COURSEGuy Hummel
DP-203 Exam Preparation: Data Engineering on Microsoft AzureIntermediateDuration: Up to 20 hours and 49 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 49 minutes; Content Topics: Big Data, Machine Learning, SQL; This course has: 16 Lessons, 1 Lab challenge, 1 Resource, 1 Exam, 8 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 - 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
- COURSEUPDATEDGuy HummelGoogle Professional Data Engineer Exam PreparationIntermediateDuration: Up to 27 hours and 29 minutesAuthor: Guy Hummel; Type: updated course; Difficulty: Intermediate; Description: Designed to help you prepare for the Google Certified Professional Data Engineer Exam, this training will help you gain a solid understanding of GCP components.; Duration: Up to 27 hours and 29 minutes; Content Topics: NoSQL, Big Data, SQL, Machine Learning; This course has: 24 Lessons, 1 Resource, 5 Exams, 8 Hands-on labs
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Whether you need a subject matter expert, tutor or study buddy, Ela is here to help in course and labs.- 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
- COURSEUPDATEDGuy HummelGoogle Professional Data Engineer Exam PreparationIntermediateDuration: Up to 27 hours and 29 minutesAuthor: Guy Hummel; Type: updated course; Difficulty: Intermediate; Description: Designed to help you prepare for the Google Certified Professional Data Engineer Exam, this training will help you gain a solid understanding of GCP components.; Duration: Up to 27 hours and 29 minutes; Content Topics: NoSQL, Big Data, SQL, Machine Learning; This course has: 24 Lessons, 1 Resource, 5 Exams, 8 Hands-on labs
- COURSEGuy HummelGoogle Professional Cloud Architect Exam PreparationIntermediateDuration: Up to 28 hours and 14 minutesAuthor: Guy Hummel; Difficulty: Intermediate; Description: This course is designed to help you prepare for the Google Certified Professional Cloud Architect Exam. Start learning now!; Duration: Up to 28 hours and 14 minutes; Content Topics: Google Cloud Platform; This course has: 1 Resource, 27 Lessons, 2 Lab challenges, 2 Exams, 11 Hands-on labs
- COURSEGuy HummelDP-203 Exam Preparation: Data Engineering on Microsoft AzureIntermediateDuration: Up to 20 hours and 49 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 49 minutes; Content Topics: Big Data, Machine Learning, SQL; This course has: 16 Lessons, 1 Lab challenge, 1 Resource, 1 Exam, 8 Hands-on labs
- COURSECalculated SystemsThe 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
- HANDS-ON LABStefano Cascavilla
Handling S3 Objects Events With Lifecycle Policies and Server Access LoggingIntermediateDuration: Up to 1 hourAuthor: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will create an S3 bucket and will implement the lifecycle policies to handle actions done on the objects. You will also log the operations done.; Duration: Up to 1 hour; Content Topics: Storage; This hands-on lab has: 5 Lab steps - HANDS-ON LABAndrew Burchill
Getting Started with Amazon RedshiftBeginnerDuration: Up to 1 hour and 45 minutesAuthor: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the Amazon Redshift service. Create a cluster with a database, copy data from S3, query data using SQL, and resize the cluster.; Duration: Up to 1 hour and 45 minutes; Content Topics: Big Data; This hands-on lab has: 8 Lab steps - 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
- COURSEAndrew LarkinLearn 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
- 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
- COURSEAndrew LarkinGetting Started With Amazon KinesisBeginnerDuration: Up to 6 hours and 17 minutesAuthor: Andrew Larkin; Difficulty: Beginner; Description: Get started using Amazon Kinesis to create solutions and solve business problems.; Duration: Up to 6 hours and 17 minutes; Content Topics: App Streaming; This course has: 4 Lessons, 1 Exam, 2 Hands-on labs
- COURSEGuy HummelGoogle BigQueryIntermediateDuration: Up to 3 hours and 51 minutesAuthor: Guy Hummel; Difficulty: Intermediate; Description: Learn how to load, query, and secure your data in Google BigQuery, Google's lightning-fast data warehouse in the cloud.; Duration: Up to 3 hours and 51 minutes; Content Topics: NoSQL, Big Data; This course has: 5 Lessons, 1 Exam, 1 Hands-on lab
- COURSEAndrea Giussani
Working with Python Visualization ToolsIntermediateDuration: Up to 6 hours and 28 minutesAuthor: Andrea Giussani; Difficulty: Intermediate; Description: A deep dive into the visualization tools and libraries available in Python.; Duration: Up to 6 hours and 28 minutes; Content Topics: Analytics, Development; This course has: 3 Lessons, 1 Exam, 2 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