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.

Big Data for Beginners

Big Data Python

Big Data Labs

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LEARNING PATH
Andrew Larkin
Learn SQL - From Newbie to Ninja
Beginner
Duration: Up to 14 hours and 46 minutes
Author: Andrew Larkin; Difficulty: Beginner; Description: Go from Newbie to Ninja in the structured query language (SQL)!; Duration: Up to 14 hours and 46 minutes; Content Topics: SQL; This learning path has: 4 Courses, 1 Lab challenge, 3 Exams, 3 Hands-on labs
LEARNING PATH
Calculated Systems
The Beginners Guide to Machine Learning and Artificial Intelligence
Beginner
Duration: Up to 3 hours and 15 minutes
Author: 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 3 hours and 15 minutes; Content Topics: Amazon Web Services; This learning path has: 2 Courses, 2 Exams, 1 Hands-on lab
LEARNING PATH
Guy Hummel
DP-203 Exam Preparation: Data Engineering on Microsoft Azure
Intermediate
Duration: Up to 19 hours and 11 minutes
Author: 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 19 hours and 11 minutes; Content Topics: Microsoft Azure; This learning path has: 16 Courses, 1 Lab challenge, 1 Resource, 8 Hands-on labs
LEARNING PATH
Danny Jessee
AWS Certified Data Engineer - Associate (DEA-C01) Certification Preparation for AWS
Intermediate
Duration: Up to 55 hours and 30 minutes
Author: Danny Jessee; Difficulty: Intermediate; Description: Train to prepare for the new AWS Certified Data Engineer - Associate Certification (DEA-C01).; Duration: Up to 55 hours and 30 minutes; Content Topics: Amazon Web Services; This learning path has: 11 Courses, 1 Lab challenge, 1 Exam, 20 Hands-on labs
LEARNING PATH
Calculated Systems
The Basics of Data Management, Data Manipulation and Data Modelling
Beginner
Duration: Up to 12 hours and 2 minutes
Author: 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 learning path has: 2 Courses, 1 Exam, 3 Hands-on labs
LEARNING PATH
Guy Hummel
Big Data Analytics on Azure
Intermediate
Duration: Up to 9 hours and 56 minutes
Author: 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: Microsoft Azure; This learning path has: 7 Courses, 1 Exam, 5 Hands-on labs

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Category: Big Data

HANDS-ON LAB
Stefano Cascavilla
Best Practices for Organizing dbt Models
Advanced
Duration: Up to 1 hour and 15 minutes
Author: Stefano Cascavilla; Difficulty: Advanced; Description: In this lab, you will define some dbt models and you will organize them following best practices in order to keep and maintain a clear dbt project.; Duration: Up to 1 hour and 15 minutes; Content Topics: Data build tool (dbt); This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Understand and Work With dbt Seeds
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will understand what dbt seeds are, you will create and use them, and will build a model based on a seed.; Duration: Up to 1 hour; Content Topics: Data build tool (dbt); This hands-on lab has: 5 Lab steps
LEARNING PATH
Daniel Mease
Google Associate Data Practitioner Exam Preparation
Intermediate
Duration: Up to 31 hours and 41 minutes
Author: Daniel Mease; Difficulty: Intermediate; Description: This course is designed to help you prepare for the Google Cloud Certified Associate Data Practitioner Exam.; Duration: Up to 31 hours and 41 minutes; Content Topics: Google Cloud Platform; This learning path has: 27 Courses, 2 Resources, 5 Exams, 11 Hands-on labs
HANDS-ON LAB
Stefano Cascavilla
Yahoo Finance API Data Visualization Playground
Beginner
Duration: Up to 4 hours
Author: Stefano Cascavilla; Difficulty: Beginner; Description: Practice your Yahoo Finance API and data visualizing skills in a free-rein, empty Jupyter Notebook environment by creating and managing all the components and parts the yfinance and plotly libraries offer.; Duration: Up to 4 hours; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Leveraging the Yahoo Finance API to Retrieve and Visualize Financial Data
Beginner
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will leverage the Yahoo Finance API using the yfinance Python library, and you will visualize the market data using the plotly Python library.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Neo4j Playground
Intermediate
Duration: Up to 4 hours
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: Practice your Neo4j skills in a free-rein, empty Neo4j environment by creating and managing graph data in any way you see fit.; Duration: Up to 4 hours; Content Topics: Graph Databases; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Working and Visualizing Cryptos Data with CoinGecko and Python
Beginner
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will use the CoinGecko Python API to retrieve and visualize cryptocurrencies data.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Archiving On-Premises Storage With AWS DataSync
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the AWS DataSync service to archive data from an NFS storage server to Amazon S3 in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Storage, Compute; This hands-on lab has: 5 Lab steps
LAB CHALLENGE
Stefano Cascavilla
Neo4j Graph Data Challenge
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: Demonstrate your Neo4j skills by performing tasks required to set up a Neo4j environment in this lab challenge.; Duration: Up to 1 hour; Content Topics: Graph Databases; This lab challenge has: 2 Lab steps
LAB CHALLENGE
Stefano Cascavilla
Google Cloud Spanner Instance Challenge
Beginner
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Beginner; Description: Demonstrate your Cloud Spanner skills by performing tasks required to create, and configure a Spanner SQL instance and a database.; Duration: Up to 45 minutes; Content Topics: Google Cloud Platform; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Data Build Tool Playground
Intermediate
Duration: Up to 4 hours
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: Practice your dbt skills in a free-rein, empty dbt environment by creating and managing all the components and parts dbt offers.; Duration: Up to 4 hours; Content Topics: Data build tool (dbt); This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Google Cloud Spanner Playground
Beginner
Duration: Up to 2 hours
Author: Stefano Cascavilla; Difficulty: Beginner; Description: Practice your Google Cloud Spanner skills in a free-rein, empty GCP environment by creating Cloud Spanner instances and databases in any way you see fit!; Duration: Up to 2 hours; Content Topics: Google Cloud Platform; This hands-on lab has: 2 Lab steps
LAB CHALLENGE
Stefano Cascavilla
Yahoo Finance API Data Visualization Challenge
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: Demonstrate your Yahoo Finance API and plotly knowledge by integrating them, fetching market data, and then displaying and plotting them.; Duration: Up to 1 hour; Content Topics: Development; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Performing Data Quality Checks Using an Amazon Athena Notebook
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use an Amazon Athena Notebook to perform data quality checks in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Planning EC2 Capacity With Amazon Forecast
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: In this hands-on lab, you will see how to prepare web log data for use with Amazon Forecast's EC2 planning capability.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Visualizing Crypto Data with CoinGecko Playground
Beginner
Duration: Up to 4 hours
Author: Stefano Cascavilla; Difficulty: Beginner; Description: Practice your CoinGecko Finance API and data visualizing skills in a free-rein, empty Jupyter Notebook environment by creating and managing all the components and parts the pycoingecko and plotly libraries offer.; Duration: Up to 4 hours; Content Topics: Development; This hands-on lab has: 2 Lab steps
QUIZ
Google Data Studio
Duration: Up to 4 minutes
Description: Google Data Studio; Duration: Up to 4 minutes; Content Topics: Google Cloud Platform; This quiz has: 5 Questions
QUIZ
Cloud Dataprep BETA
Duration: Up to 4 minutes
Description: Cloud Dataprep BETA; Duration: Up to 4 minutes; Content Topics: Google Cloud Platform; This quiz has: 5 Questions
QUIZ
Amazon Athena
Duration: Up to 4 minutes
Description: Amazon Athena; Duration: Up to 4 minutes; Content Topics: Analytics; This quiz has: 5 Questions
QUIZ
Cloud Dataproc
Duration: Up to 4 minutes
Description: Cloud Dataproc; Duration: Up to 4 minutes; Content Topics: Analytics; This quiz has: 5 Questions
QUIZ
Big Data
Duration: Up to 4 minutes
Description: Big Data; Duration: Up to 4 minutes; Content Topics: Big Data; This quiz has: 5 Questions
QUIZ
BigQuery
Duration: Up to 4 minutes
Description: BigQuery; Duration: Up to 4 minutes; Content Topics: Google Cloud Platform; This quiz has: 5 Questions
QUIZ
Cloud Bigtable
Duration: Up to 4 minutes
Description: Cloud Bigtable; Duration: Up to 4 minutes; Content Topics: Google Cloud Platform; This quiz has: 5 Questions
QUIZ
Azure Databricks
Duration: Up to 4 minutes
Description: Azure Databricks; Duration: Up to 4 minutes; Content Topics: Microsoft Azure; This quiz has: 5 Questions