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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- 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
- 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
- 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
- COURSECalculated SystemsWrestling with DataIntermediateDuration: Up to 7 hours and 17 minutesAuthor: Calculated Systems; Difficulty: Intermediate; Description: Dive into the various tools and techniques available for manipulating information and data sources.; Duration: Up to 7 hours and 17 minutes; Content Topics: SQL; This course has: 2 Lessons, 1 Exam, 6 Hands-on labs
- COURSEKunal Haria
Fundamentals of RIntermediateDuration: Up to 14 hours and 19 minutesAuthor: Kunal Haria; Difficulty: Intermediate; Description: Fundamentals of R; Duration: Up to 14 hours and 19 minutes; Content Topics: Machine Learning; This course has: 11 Lessons, 1 Resource, 3 Exams, 1 Hands-on lab - COURSEStuart Scott
Working with AWS DatabasesIntermediateDuration: Up to 21 hours and 26 minutesAuthor: Stuart Scott; Difficulty: Intermediate; Description: This course will help you understand the different AWS database services and features and how to manage them within your environment.; Duration: Up to 21 hours and 26 minutes; Content Topics: Amazon Web Services; This course has: 21 Lessons, 2 Lab challenges, 3 Exams, 8 Hands-on labs - COURSEAndrew LarkinWorking With SQL — Beyond the BasicsIntermediateDuration: Up to 5 hours and 13 minutesAuthor: Andrew Larkin; Difficulty: Intermediate; Description: Practice using SQL to load and manipulate data with this course!; Duration: Up to 5 hours and 13 minutes; Content Topics: SQL; This course has: 3 Lessons, 1 Lab challenge, 3 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
- COURSECalculated SystemsIntroduction to Databases - Moving from SpreadsheetsBeginnerDuration: Up to 3 hours and 22 minutesAuthor: Calculated Systems; Difficulty: Beginner; Description: This course gives you a solid understanding of the pros and cons of spreadsheets vs. databases and when to choose one over the other.; Duration: Up to 3 hours and 22 minutes; Content Topics: Amazon Web Services; This course has: 1 Lesson, 1 Exam, 2 Hands-on labs
- COURSEDanny JesseeAWS 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
- COURSEQA
Practical Machine LearningIntermediateDuration: Up to 19 hours and 16 minutesAuthor: QA; Difficulty: Intermediate; Description: Practical Machine Learning; Duration: Up to 19 hours and 16 minutes; Content Topics: Amazon Web Services, Microsoft Azure; This course has: 11 Lessons, 6 Exams, 2 Hands-on labs - COURSEAndrew Burchill
Solving Real World Problems with Regular Expressions in PythonBeginnerDuration: Up to 2 hours and 50 minutesAuthor: Andrew Burchill; Difficulty: Beginner; Description: This course is made up entirely of hands-on labs to help you master regular expressions in Python!; Duration: Up to 2 hours and 50 minutes; Content Topics: Development; This course has: 1 Lab challenge, 3 Hands-on labs - COURSEFREEStefano Cascavilla
A Practical Dive Into Data Build Tool (dbt)IntermediateDuration: Up to 15 hours and 50 minutesAuthor: Stefano Cascavilla; Type: free course; Difficulty: Intermediate; Description: Get a practical understanding of Data Build Tool, its features, and how to use them with this labs-based course!; Duration: Up to 15 hours and 50 minutes; Content Topics: Data build tool (dbt); This course has: 1 Lab challenge, 11 Hands-on labs - COURSECalculated SystemsGetting Started with Machine Learning ModelsIntermediateDuration: Up to 9 hours and 12 minutesAuthor: Calculated Systems; Difficulty: Intermediate; Description: Learn the basics of machine learning models and how to use models to extract results.; Duration: Up to 9 hours and 12 minutes; Content Topics: Amazon Web Services; This course has: 2 Lessons, 1 Exam, 5 Hands-on labs
- COURSEStefano CascavillaCoding with the Functional Programming Paradigm Using ScalaIntermediateDuration: Up to 12 hours and 30 minutesAuthor: Stefano Cascavilla; Difficulty: Intermediate; Description: Get a practical understanding of the Scala programming language, its features, and how to use it with this labs-based course!; Duration: Up to 12 hours and 30 minutes; Content Topics: Development; This course has: 2 Lab challenges, 9 Hands-on labs
- COURSEStefano CascavillaNeo4j Graph Databases: A Firsthand ApproachIntermediateDuration: Up to 6 hours and 58 minutesAuthor: Stefano Cascavilla; Difficulty: Intermediate; Description: In this hands-on course, you will learn how to create and manage your own graph databases using Neo4j.; Duration: Up to 6 hours and 58 minutes; Content Topics: Graph Databases; This course has: 1 Lesson, 1 Lab challenge, 4 Hands-on labs
- COURSEDaniel Mease
Google Professional Cloud Database Engineer Exam PreparationIntermediateDuration: Up to 21 hours and 19 minutesAuthor: Daniel Mease; Difficulty: Intermediate; Description: This course is designed to help you prepare for the Google Cloud Certified - Professional Cloud Database Engineer Exam.; Duration: Up to 21 hours and 19 minutes; Content Topics: Google Cloud Platform; This course has: 1 Resource, 14 Lessons, 2 Lab challenges, 1 Exam, 11 Hands-on labs - COURSEOracle University
Oracle APEX: FoundationsBeginnerDuration: Up to 3 hours and 48 minutesAuthor: Oracle University; Difficulty: Beginner; Description: Master the fundamentals of application development using Oracle APEX with this comprehensive course provided in partnership with Oracle University.; Duration: Up to 3 hours and 48 minutes; Content Topics: SQL; This course has: 9 Lessons