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

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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

COURSE
Francesco Mosconi
Getting Started With Deep Learning: Working With Data: Gradient Descent
Beginner
Duration: 1 hour and 45 minutes
Author: Francesco Mosconi; Difficulty: Beginner; Duration: 1 hour and 45 minutes; Content Topics: Microsoft Azure; This course has: 26 Units
COURSE
Francesco Mosconi
Getting Started With Deep Learning: Improving Performance
Beginner
Duration: 1 hour and 2 minutes
Author: Francesco Mosconi; Difficulty: Beginner; Duration: 1 hour and 2 minutes; Content Topics: Machine Learning; This course has: 17 Units
COURSE
Francesco Mosconi
Getting Started With Deep Learning: Recurrent Neural Networks
Beginner
Duration: 45 minutes and 15 seconds
Author: Francesco Mosconi; Difficulty: Beginner; Duration: 45 minutes and 15 seconds; Content Topics: Machine Learning; This course has: 12 Units
COURSE
Francesco Mosconi
Getting Started With Deep Learning: Convolutional Neural Networks
Beginner
Duration: 1 hour and 19 minutes
Author: Francesco Mosconi; Difficulty: Beginner; Duration: 1 hour and 19 minutes; Content Topics: Machine Learning; This course has: 22 Units
COURSE
Hallam Webber
Managing Power BI Datasets
Intermediate
Duration: 38 minutes and 35 seconds
Author: Hallam Webber; Difficulty: Intermediate; Duration: 38 minutes and 35 seconds; Content Topics: Microsoft Azure; This course has: 7 Units
COURSE
Hallam Webber
Developing a Power BI Data Model
Intermediate
Duration: 42 minutes and 39 seconds
Author: Hallam Webber; Difficulty: Intermediate; Duration: 42 minutes and 39 seconds; Content Topics: Microsoft Azure; This course has: 10 Units
COURSE
Thomas Mitchell
Data Governance in Microsoft 365
Intermediate
Duration: 25 minutes and 28 seconds
Author: Thomas Mitchell; Difficulty: Intermediate; Duration: 25 minutes and 28 seconds; Content Topics: Microsoft 365; This course has: 8 Units
LAB CHALLENGE
Andrew Burchill
AWS Database Migration Service (DMS) Challenge
Beginner
Duration: Up to 1 hour and 10 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: In this lab challenge, your database skills are tested as you are tasked to migrate data between two real RDS instances using AWS Database Migration Service.; Duration: Up to 1 hour and 10 minutes; Content Topics: Migration, Databases; This lab challenge has: 2 Lab steps
COURSE
Kunal Haria
Advanced Data Structures in R
Intermediate
Duration: 35 minutes and 30 seconds
Author: Kunal Haria; Difficulty: Intermediate; Duration: 35 minutes and 30 seconds; Content Topics: Development; This course has: 5 Units
LAB CHALLENGE
Matt Martinez
Intro to SQL Challenge
Beginner
Duration: Up to 1 hour
Author: Matt Martinez; Difficulty: Beginner; Description: This lab challenge provides you with a SQL environment. You must perform several SQL tasks to complete the challenge.; Duration: Up to 1 hour; Content Topics: SQL; This lab challenge has: 3 Lab steps
COURSE
Kunal Haria
Plotting in R
Beginner
Duration: 28 minutes and 34 seconds
Author: Kunal Haria; Difficulty: Beginner; Duration: 28 minutes and 34 seconds; Content Topics: Machine Learning; This course has: 3 Units
COURSE
Kunal Haria
Functions in R
Intermediate
Duration: 26 minutes and 47 seconds
Author: Kunal Haria; Difficulty: Intermediate; Duration: 26 minutes and 47 seconds; Content Topics: Machine Learning; This course has: 7 Units
COURSE
Kunal Haria
Intermediate Data Structures in R
Intermediate
Duration: 39 minutes and 32 seconds
Author: Kunal Haria; Difficulty: Intermediate; Duration: 39 minutes and 32 seconds; Content Topics: Machine Learning; This course has: 8 Units
COURSE
Thomas Holmes
Practical Data Science With Python
Intermediate
Duration: 57 minutes and 23 seconds
Author: Thomas Holmes; Difficulty: Intermediate; Duration: 57 minutes and 23 seconds; Content Topics: Development; This course has: 8 Units
COURSE
Andrew Larkin
Get Started with Amazon SageMaker Data Wrangler, Data Pipeline, Feature Store and Ground Truth
Beginner
Duration: 32 minutes and 16 seconds
Author: Andrew Larkin; Difficulty: Beginner; Duration: 32 minutes and 16 seconds; Content Topics: Amazon Web Services; This course has: 6 Units
COURSE
Thomas Holmes
Working with Pandas
Intermediate
Duration: 57 minutes and 18 seconds
Author: Thomas Holmes; Difficulty: Intermediate; Duration: 57 minutes and 18 seconds; Content Topics: Machine Learning; This course has: 6 Units
COURSE
Thomas Holmes
Working with Python
Advanced
Duration: 49 minutes and 22 seconds
Author: Thomas Holmes; Difficulty: Advanced; Duration: 49 minutes and 22 seconds; Content Topics: Development; This course has: 5 Units
LEARNING PATH
Andrew Burchill
Solving Real World Problems with Regular Expressions in Python
Beginner
Duration: Up to 2 hours and 50 minutes
Author: 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 learning path has: 1 Lab challenge, 3 Hands-on labs
HANDS-ON LAB
Andrew Burchill
Transforming Data With Apache Spark and Amazon EMR
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use an Amazon Elastic MapReduce (EMR) cluster to transform and aggregate data in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
COURSE
Guy Hummel
Implementing a Microsoft Fabric Lakehouse
Intermediate
Duration: 14 minutes and 24 seconds
Author: Guy Hummel; Difficulty: Intermediate; Duration: 14 minutes and 24 seconds; Content Topics: Analytics; This course has: 4 Units
COURSE
Hallam Webber
Sharing and Collaboration in Power BI
Beginner
Duration: 8 minutes and 43 seconds
Author: Hallam Webber; Difficulty: Beginner; Duration: 8 minutes and 43 seconds; Content Topics: Microsoft Azure; This course has: 4 Units
COURSE
Stephen Cole
Amazon Redshift Spectrum
Intermediate
Duration: 18 minutes and 41 seconds
Author: Stephen Cole; Difficulty: Intermediate; Duration: 18 minutes and 41 seconds; Content Topics: Amazon Web Services; This course has: 9 Units
COURSE
Hallam Webber
Deploy and Migrate an SAP Landscape to Azure
Intermediate
Duration: 1 hour and 8 minutes
Author: Hallam Webber; Difficulty: Intermediate; Duration: 1 hour and 8 minutes; Content Topics: Big Data; This course has: 8 Units
COURSE
Will Meadows
Configuring Operational Parameters for AWS Databases
Intermediate
Duration: 10 minutes and 41 seconds
Author: Will Meadows; Difficulty: Intermediate; Duration: 10 minutes and 41 seconds; Content Topics: Amazon Web Services; This course has: 6 Units