Big data analysis helps companies to increase efficiency in daily operations, provide better customer service, design personalized marketing campaigns, and much more. These things are very crucial to increase any company’s profit and revenue. Thus, companies are constantly looking for good data analysts who can effectively manage their data and organize it to improve their performance.
So, if you love data science, you can take advantage of this growing demand for data analysts.
In this article, we have listed the best 15 online data analytics courses you can take to learn big data in 2023 from certified instructors at your comfort and convenience.
Important things we are going to discuss in this article:
- Introduction to Big Data
- Fundamentals to Manage Big Data Through Various Software
- Hands-On Practical Assignments
- And Much More.
1. Intro to Big Data, Data Science, and Artificial Intelligence [Udemy]
This is a perfect course for all beginners who want to make a career in data science. In this course, you’ll get a practical understanding of what machine learning and artificial intelligence are in real-time practice. This is an ideal course for non-technical leaders, managers, and anyone who wants to learn about big data because this is going to help you to feel confident with all the technical terms of ML and AI, which will help you to work efficiently with the team of programmers and data scientists.
There are also hands-on practical case studies and examples, which will teach how to manage data in real-time.
The duration of this course is of 3.5 hours, which you can easily finish. And after buying this course, you’ll have lifetime access to it. So, you can also look back to it to master the topics covered. And the best part is you don’t need any coding knowledge to take this course. Thus, if you are looking to understand all the theories and terminologies of big data, then this course is for you.
Topics Covered:
- Introduction to big data
- Big data in practice – logistics and transportation
- Big data in practice – predictive maintenance in manufacturing
- Big data in practice – real estate and property management
- Introduction to data analysis, artificial intelligence, and machine learning
- Machine learning section wrap
Duration: 3.5h
Certificate: Yes
Perks: Lifetime access, Downloadable resources, Real-Life Assignments.
2. Big Data Hadoop and Spark with Scala [Udemy]
After learning all the fundamentals, you want to move onto a course that discusses all the topics in great detail. Thus, this course is perfect for it. This course will give you a great in-depth knowledge of data management frameworks such as Hadoop, HDFS, YARN, etc. And the best thing is that there are no prerequisites to take this course.
This is an ideal course for anyone who wants to learn new technology and wants to make a career in data engineering, big data, etc.
There is a total of 4 modules in this course, which comprises 59 lectures, and the duration of it is of 43.5 hours, so you’ll learn every bit in great detail. This has a 4-star rating, and over 36k+ students have enrolled in this course till now.
Topics Covered:
- Module one: Hadoop Ecosystem Basics
- Module two: Hadoop Ecosystem Advanced
- Module three: Spark
- Bonus Section
- For full detail, click here.
Duration: 43.5 hours
Certificate: Yes
Perks: In-depth knowledge, Lifetime access, Career guidance.
3. Taming Big Data with MapReduce and Hadoop – Hands-On! [Udemy]
This course will teach you how to tame big data with the use of MapReduce and learn all the concepts of MapReduce to quickly organize large chuck of data without taking too much time. In this course, you’ll get hands-on experience by working on 10 real-life examples. All you need is a Windows system, and they’ll guide you through everything step-by-step, from installation to using it like a professional.
This will help to become an advanced-level data analyst from a new bee within no time.
Though this will guide you from beginner to advance, if you have prior experience in programming, it will be an advantage. The content of the course consists of 7 sections and 55 lectures.
This is one of the bestseller courses on Udemy with a rating of 4.4, and the instructor is also rated 4.5, and more than 23K+ students have enrolled in this course.
Topics Covered:
- Introduction and getting started
- Understanding MapReduce
- Advance MapReduce examples
- Using Hadoop and MapReduce examples
- Other Hadoop Technologies
- For full detail, click here.
Duration: 5.5 hours
Certificate: Yes
Perks: Lifetime Access, 30 days money back guarantee, Hands-On Examples
4. Apache Spark 2.0 with Java -Learn Spark from a Big Data Guru [Udemy]
In this course, you’ll learn all the fundamentals of Apache Spark you need to analyze data, like understanding the frameworks and architecture of Apache to use best practices for working on real-life scenarios. To take this course, all you need is a computer running Windows, OSX, or Linux.
This course focuses not only on theory but also dwells deep into a hands-on experience that you’ll need in real-life situations.
There are 8 sections in this course, which has 60 lectures in total. Overall, it’s a short duration which comes with the practical assignments. And you’ll also get 15 articles and 1 downloadable resource for future reference. The rating of this course is 4.4, and the instructor’s rating is 4.3, and there are more than 21k students enrolled in this course.
Topics Covered:
- Get started with Apache
- RDD
- Spark components and architecture
- Pair RDD
- Advance spark topics
- Spark SQL
- For full detail, click here.
Duration: 3h 26m
Certificate: Yes
Perks: 30 days money-back guarantee, Real-life assignments, Lifetime access.
5. Fundamentals of Data Analysis for Big Data [Udemy]
As the name suggests, this course will cover all the fundamentals you’ll need to jump on to understand big data, and you can complete this in one go. In this course, you’ll explore all the tools for working on any given dataset. This is an ideal course for anyone interested in using data analysis or management to grow their businesses and start-ups.
There are only three sections in this course, which discusses various topics such as univariate analysis, regression analysis, advanced analysis, and much more.
This course is a short-duration course with precise knowledge and teaches you all the fundamentals of data analysis. There’s a test at the end of this course which will help you to evaluate what you’ve learned. The rating of this course is only 4.4, and over 1k students have enrolled for this course.
Topics Covered:
- Introduction
- SAS vs. SATA
- Preview of using analysis
- Supporting materials
- Review and test
- For full detail, click here.
Duration: 58m
Certificate: Yes
Perks: 2 articles, 2 downloadable resources, Lifetime access.
6. Big Data for Managers [Udemy]
If you want to learn to manage big data to run data-driven campaigns, then this course is for you. Because after completing this, you’ll be able to lead big data projects confidently, build action plans for upcoming campaigns, and much more. This course has benefited many students across 50 countries around the world.
You’ll learn every tool needed to manage a big chunk of data and then come up with great solutions for your organization.
There are 9 sections in this course, which has 90 lectures. During this course, they’ll dwell on different topics bit by bit, making them much more simplified and easy to comprehend. It is rated 4.2, and there are 4k+ students enrolled in this course worldwide. So, if you want to lead your team with full efficiency, then this course is perfect for you.
Topics Covered:
- Introduction
- Big data characteristics
- Big data storage
- Big data ingestion
- Big data analytics
- For full detail, click here.
Duration: 4h 12m
Certificate: Yes
Perks: Lifetime access, 30 days money-back guarantee, 10 downloadable resources.
7. Streaming Big Data with Spark Streaming and Scala [Udemy]
This list is a mix of courses for both beginners and for the ones who have some prior experience. This course is for the ones who have some previous experience in programming. It’s a great course if you want to manage massive streams of real-time data using Spark Streaming.
And along with it, you’ll learn the scala programming language, analyze streaming data, and much more with various activities designed to master specific topics.
In this course, there are 9 sections, which comprise 38 lectures. It has a good rating of 4., and there are more than 25 thousand students enrolled in this course, which makes it a trusted place to learn. So, if you have some prior experience in programming, a Window system, and a willingness to learn big data using Spark streaming, then this is for you.
Topics Covered:
- Scala Basics
- Functions in Scala
- Data structured in Scala
- Introduction to Spark
- Aggregating data over a long-term span
- Packaging and running Spark code in production
- For full detail, click here.
Duration: 6h 26m
Certificate: Yes
Perks: Lifetime Access, Access on mobile and TV, 30-day money-back guarantee
8. Spark and Python for Big Data with PySpark [Udemy]
Here’s another Udemy bestseller course for you; this will teach you to use Spark and Python together to analyze big data, and this is for those who know Python and want to learn to use it to manage big data. Big data management is one of the top most requirement of most companies, and this course is specifically designed to give you the best tools to perform big data analysis and management.
The prerequisites you’ll need for this course are general programming skills in any language and 20 GB of free space on your local computer.
This is a lengthy course because it discusses everything in great detail; there are 18 sections in this course, a total of 10h 35m duration. It’s a course that will teach you to manage and analyze data 100x faster. As said, it’s a bestseller course, it has a rating of 4.5, and there are over lakh students enrolled with this course; thus, this course is a must to take if you want to learn to use Spark to manage big data.
Topics Covered:
- Introduction to the course
- What is Spark? Why Python?
- Databricks setup.
- Local installation of virtual box
- Python crash course
- For more detail, click here.
Duration: 10h 35m
Certificate: Yes
Perks: Available in more than 15 languages, Lifetime Access
9. Big Data on Amazon Web Services (AWS) [Udemy]
This is a versatile course; whether you are a prominent data aspirant, a project manager, or an analytics professional, this course will teach you all the fundamentals of big data using Amazon cloud services. This course doesn’t require you to have prior knowledge of big data, but having an understanding of Java and SQL would fairly help.
This course is going to give you an understanding of big data analysis, data storage and management on AWS, big data computation, and how everything works together.
There are 12 sections in this course, which comprises 36 lectures, from introduction to overview to big data computation; you’ll get everything in it. The rating of this is 4 stars on Udemy, and there are more than 1lakh 5k students enrolled with this course. So, make sure to take this course to clear all your fundamentals of big data and AWS.
Topics Covered:
- Introduction
- Course Overview
- Big data storage and database on AWS
- Data warehousing on AWS
- Real-time big data analysis
- For full detail, click here.
Duration: 7h 8m
Certificate: Yes
Perks: 5 articles and 5 downloadable recourses, Assignments, Lifetime access.
10. Apache Beam | Google Data Flow (Python)
Wanting to learn to store, manage and analyze big data using Apache Beam? If yes, then this course is perfect for you. In this course, you’ll learn all the basics of Python, tools on Apache Beam, and much more. Apache runs on popular big data engines like Google data flow, Spark, and Flink; thus, learning it will help you to get a great foundation in big data analysis.
It is a concise and short-duration course, which makes it easy to complete and comprehend the course.
The total duration of this course is about 3h 13m, which comprises 9 sections and 37 lectures. In these lectures, you’ll learn topics like Apace introduction, transformation, high landing elements, and much more. This is one of the highest-rated big data courses on Udemy, with a rating of 4.6. So, make sure to take this course if you are planning on learning big data using Apache Beam.
Topics Covered:
- Apache Beam Introduction
- Apache Beam Transformation
- Prado with side inputs/outputs
- Streaming with Apache Beam
- Windows in Apache Beam
- For more details, click here.
Duration: 3h 13m
Certificate: Yes
Perks: 16 downloadable resources, lifetime access, and a 30-day money-back policy.
11. The Ultimate Hands-On Hadoop: Tame your Big Data! [Udemy]
This course is ideal for software engineers and programmers who want to learn Hadoop to manage big data. It’s preferably for those who have some kind of prior experience with Python, Scala, and some basic understanding of Linux commands. This is going to enhance your skills as a data analyst and a data administrator.
It might be intimidating at first, but you don’t have to worry about anything because you’ll be guided step by step, from installation to mastering Hadoop.
This is a lengthy course because it discusses every topic with great detail; there is a total of 12 sections which comprise 105 lectures. So, you’ll need a time of at least a month to complete this course, and there are hands-on assignments to make you master topics for real-life situations. So, master managing big data using the Hadoop ecosystem.
Topics Covered:
- Installation
- Using Hadoop code
- Programming Hadoop
- Using real data stores with Hadoop
- Managing your cluster
- For full detail, click here.
Duration: 14h 46m
Certificate: Yes
Perks: Advance knowledge, Hands-on assignments, lifetime access
12. Apache Spark with Scala – Hands-On with Big Data! [Udemy]
This course comes with 20+ hands-on examples of analyzing large data using Hadoop and Scala. It will be an added advantage if you have some prior programming experience.
This course will delve deep into every topic and will make you master it with hands-on experience.
There are 10 sections in total which comprise 69 lectures with a total duration of 8h 58m, which will turn you into an advanced-level data analyst. This course has a good rating of 4.6, and more than 90 thousand students have enrolled in this course.
Topics Covered:
- Getting Started
- Scala crash course
- Advanced examples of Spark programs
- Intro to Spark streaming
- Intro to GraphX
- For full detail, click here.
Duration: 8h 58m
Certificate: Yes
Perks: Lifetime access, 30-day money-back guarantee, 20+ Hands on example
13. Taming Big Data with Apache Spark and Python – Hands-On! [Udemy]
This course will teach you data analyst fundamentals, such as using data frames and structured streaming in Spark, understanding how Spark lets you work with structured data, and much more. This is also one of the bestseller courses on Udemy; it’s a medium-duration and concise course.
Thus it will help you to clear out all your fundamentals and will give you confidence in managing big data.
There are 8 sections and 66 lectures in this course, and the total duration of this course is 6h 57m. So, take this course if you want to master managing big data with Apache Spark.
Topics Covered:
- Getting started with Spark
- Spark Basics
- Spark SQL and database frames
- Running Spark on a cluster
- For more details, click here.
Duration: 6h 57m
Certificate: Yes
Perks: Bestseller, Concise, Lifetime access, 26 downloadable recourses
14. Scala and Spark for Big Data and Machine Learning [Udemy]
This will teach you how to use Scala and Spark to analyze big data because it is among the most demanded online data analytics course. This is an ideal course for someone who has an interest in learning big data technologies and wants to develop a greater level of skill in it. Get all the fundamentals with this course of 80 lectures, discussing every topic bit by bit.
This course is rated 4.2, and more than 30 thousand students are enrolled in it. So, if you have wanted to learn Scala and Spark for big data, then this is a good course for you.
Topics Covered:
- Course Introduction
- Windows Scala and Spark Installation
- Scala Programming
- Spark data frames with Scala
- For more details, click here.
Duration: 10h 11m
Certificate: Yes
Perks: 12 articles and 5 downloadable recourses, lifetime access
15. Learn Big Data: The Hadoop Ecosystem Masterclass [Udemy]
This course, as the name suggests, is a masterclass for big data and requires you to have some kind of prior knowledge of programming, and you must have 8 GB or more RAM in your system to run the software taught in this course. The main focus of this course is to teach you about the Hadoop ecosystem.
This is not a very long course, but it’s a well-segregated course and is divided into 17 sections and 98 lectures. It has a duration of 6 hours approx, making it an easy course to complete.
This is also one of the bestseller courses on Udemy, with a rating of 4.5, and more than 32 thousand students are enrolled in this course. So, take this course to master Hadoop for managing and analyzing big data.
Topics Covered:
- Introduction
- What are Big Data and Hadoop?
- Introduction to Hadoop
- Apache Spark
- Real-time processing
- Kafka
- For full detail, click here.
Duration: 5h 58m
Certificate: Yes
Perks: Lifetime access, Bestseller, 30-day money-back policy
Conclusion
Learning and mastering big data is going to give you a great start in your career. This list of the 15 best online big data courses can help you get started.
These courses will clear all your fundaments of big data, teach you hands-on assignments, and give you downloadable resources for future use.
These courses are going to add greatly to your CV and will make you stand out from the rest.
So, what are you waiting for? Take the courses mentioned above and start your career as a data analyst.
Frequently Asked Questions
Are Data Analytics Courses Good for Including on a Resume?
Yes, with the huge increase in data creation, the demand for good data analysts is also increasing; thus, having a certification in data analytics course will be a great addition to your resume.
Do Online Data Analytics Courses Come with a Certification?
Yes, the majority of the online big data analytics courses come with a proper certificate of completion. In our list above, all the courses will give you a completion certificate.
Is Big Data a Good Career for Freshers?
Yes, with the increasing number of data day by day, many companies require data analysts. Thus, various IT companies are constantly looking for freshers.
Is Big Data Analysis and Science an Easy Profession?
No, many prominent data professionals have said that it’s a very heck-tech career to be in because it demands long hours of commitment and consistent management of stress throughout the day.
