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I’ve taken some free big data courses and audited portions of many more. I know the options out there, and the employable skills required for a Data Practitioner, Data Scientist and Machine Learning Engineer role.
Few day ago, I started creating a review-driven guide that recommends the best courses for each subject within Big Data and for this guide, I put some efforts trying to identify free and best big data courses.
As you may know, opportunities for Data Practitioners are exploding, so for this guide about free big data courses, we interrogate what’s possible for you.
If you want to pursue a certification course, i’ve got your covered in this article about the Best Big Data Courses from the World-Class Educators.
Please note, this compilation will be updated at least once every quarter to ensure that the courses are aligned with latest Technologies and Trends.
So, go ahead & save this one in your pocket/ bookmarks. ☆
Now, without a further ado, let’s get started.
The Best (… and Free ) Big Data Courses on the Internet
Below, I’ve curated a list of best Big Data Courses that will give you a sense of the Big Data Landscape and edify you with skills to become an effective Data Practitioner.
Big Data with IBM is like a Specialization comprised of 5 courses, designed to equip beginners with the solid understanding of Big Data Landscape.
These courses are designed by IBM and freely delivered via CognitiveClass.ai by IBM Technical Instructors and leading educators who tech Data Science and Cognitive Computing across the Globe.
Big Data 101 — Beginner
This course is designed to help beginners learn the basics and grasp the understanding of what Big data is and why its exceedingly critical for every industry.
Hadoop 101 — Beginner
This course will help you to learn about what Apache Hadoop is and its components, such as MapReduce and HDFS.
Accessing Hadoop Data Using Hive — Intermediate
In this course, you will get a solid foundation on using Apache Hive and get on grips to query, summarize, and analyze large data sets stored in Hadoop compatible file systems.
SQL Access for Hadoop — Intermediate
This course is designed to making you familiar with the workings of SQL and apply them to BIGSQL.
Spark Fundamentals I — Beginner
This courses will provide an introduction to Spark and help you get hands-on-lab experience with Spark.
First, You get an overview on how big data is driving organizational change and then learn about the key challenges organizations face when trying to analyze massive data sets.
Next, You will learn the fundamental techniques for data analysis like data mining and stream processing.
Finally, You will also learn how to design and implement PageRank algorithms using MapReduce in a Hadoop cluster. And understand how big data has improved web search and how todays online advertising systems work.
Is it right for you?
To get the most out of this free course, you need to have working knowledge of bash and the basic knowledge of MapReduce and Apache Hadoop.
After you finish this course, you will have a solid understanding of the various applications of big data methods.
— Managing Big Data with R and Hadoop
This course “Managing Big Data with R and Hadoop “, is deigned by PRACE (The Partnership for Advanced Computing in Europe ) and delivered via FutureLearn.
This course will help you to learn managing and analyzing Big data using the R for data science and understand how to use Hadoop programming framework for Big Data.
According to the course outline, you will become gain a solid of understanding of big data landscape and management.
Is it right for you?
This course assumes basic knowledge of Statistics and R programming, and is very suitable for undergraduate students and first year PhD students in data analysis, statistics or bioinformatics.
If you need to learn Statistics, i’ve got you covered in this article about Statistics for Data Science.
And if you need to learn R, i’ve got you covered in this article about R for Data Science.
If you have the prerequisites for taking this course, you will become highly prepared for working on projects or learning more advanced topics in the field of data science, computational statistics and machine learning.
Thanks for making it to the end 😉
You may also be interested in reading How to Hire a Great Big Data Architect by Toptal.
I’ve also got this data science newsletter that you might be into. I send a tiny email once every fortnight with some useful and cool stuff I’ve found/made.
Don’t worry, I hate spam as much as you. ☟