Top 10 Data Science Courses in 2026: Best Courses to Kickstart Your Career

TL;DR

• According to AmbitionBox, an average data scientist earns between ₹4 Lakhs and ₹30 Lakhs.
• At Amity University Online, you can enrol in data science courses via short-term certification programs, bachelor’s and master’s degrees. 
• Certification courses are short, while degree programs are longer, lasting 3 years.
• Top colleges and universities, such as Amity University Online, offer trending data science courses in 2026.

The increasing demand for data across different industries has made it a sustainable career option. Nearly every company needs data to make wise decisions. The role also comes with a substantial pay package. The annual salary of a data scientist in India is between ₹4 Lakhs and ₹30 Lakhs, according to AmbitionBox. These are the reasons why more and more students are enrolling in data science courses at Amity University Online. 

Read this blog to find out about the trending data science courses in 2026. 

Amity Online NSAT 2026

National Scholarship Aptitude Test

Take the test and get a chance to win up to 100% scholarship.

Register Now

⏳ Hurry! Registration closing soon.

10 Best Data Science Courses in 2026

If you are looking to build a career in data science, institutes like Amity University Online have some of the best data science programs that are in high demand globally. Here’s the list of the top 10 courses you can consider:

1. Certificate in Big Data Analytics

A Certificate in Big Data Analytics is a short-term, online course that serves as an entry point for a data science career. The course includes practical projects where you get real-world expertise in solving industry-related challenges. You also get an internship opportunity.

What You’ll Learn

• Fundamentals of Big Data
• Ethical Practices
• Data Discovery Techniques
• Cloud Computing for Big Data
• Hadoop Ecosystem
• Big Data Processing
• Programming
• Data Visualisation

2. Bachelor of Business Administration (BBA) in Data Analytics

If you have just finished your 12th and want to build a future-proof career in data science, a bachelor’s degree in data analytics is an excellent choice. The course combines the fundamental knowledge of data science with business skills. After completion, you can work as a data analyst or data engineer in marketing, finance, human resources, management, and operations. 

What You’ll Learn

• Fundamentals of Financial and HR Management
• IT Applications in Business
• Business Statistics
• Fundamentals of Data and Data Management
• Research Methods
• Data Engineering Tools
• Big Data Architecture & its Application
• Understanding of Statistical Analytics
• Data Analysis and Visualisation

Also Read:- What is the Guaranteed Scholarship Benefit under AONSAT?

3. Bachelor of Computer Applications in Data Science

If you are looking for the best data science courses in 2026, a BCA in Data Science is a smart choice. It’s for students interested in coding, computer science, mathematics, and data. The course covers the typical computer science subjects, such as software development, computer networks, and databases, along with core data science concepts.

What You’ll Learn

• Computer and Information Technology
• Basic Maths
• Human Computer Interaction
• Programming in C, Python
• Operating System Concepts
• Software Engineering and Modelling
• Database Management Systems
• Computational Statistics
• Network Basics
• Data Science and Visualisation
• Artificial Intelligence
• Image and Video Processing

4. Certificate in Programming for Data Analytics Using Python

This certification course by Amity University Online is for students who want to learn the basics of programming using Python. You will also learn to use data visualisation to create charts, tables, and effective visuals to present data.

What You’ll Learn

• Automation
• Python Programming
• Data Management
• Data Preprocessing
• Data Analysis
• Data Visualisation
• Predictive Analytics

5. Certificate in Predictive Analytics Using Python

This certification course in predictive analytics is a good fit for students who’ve learned the basics of data science. In this program, you will learn how to use Python to build predictive models and forecasting tools. After completion, you will be able to use machine learning algorithms to solve business problems.

What You’ll Learn

• Regression Techniques
• Data Preprocessing
• Evaluation Methods
• Classification Techniques
• Dimensionality Reduction
• Unsupervised Clustering
• Recommendation Analytics

6. Certificate in Applied Data Engineering

This is an in-depth certification course that teaches you how the data is collected, where it’s stored, and how it’s processed.  It’s a good option if you are interested in learning how large volumes of datasets are managed.

What You’ll Learn

• Python Programming
• Machine Learning Techniques
• Web Scraping
• NLP Applications
• Big Data Proficiency
• Data Visualisation
• IoT Implementation

7. Master of Science (M.Sc.) in Data Science

If you have finished your bachelor’s in data science, the next step in your learning journey is an M.Sc. in Data Science. The course teaches how to work with complex data and create intelligent models.

What You’ll Learn

• Probability and Statistics
• Data Science
• Data Mining
• Linear Algebra 
• Visualisation
• Big Data Analytics
• AI 
• Deep Learning
• Natural Language Processing

8. Master of Business Administration (MBA) in Data Science

An MBA in data science is among the best data science programs in 2026. This course prepares you to work with large datasets while also managing teams. It is a great choice for students who want to develop practical skills in data science while understanding business management.

What You’ll Learn

• Statistics
• Research Methods
• Legal Aspects of Business
• Financial and HR Management
• Data Visualisation 
• Advanced Deep Learning

9. B.Sc Hons. Data Science

B.Sc. Hons in Data Science is another undergraduate program for students interested in mathematics, statistics, logic, and analytical skills. Ideal for students who have completed 12th standard, this course teaches you how to use raw data to draw meaningful conclusions.

What You’ll Learn

• Computer and Information Technology
• Programming in C
• Data Analysis using Spreadsheet Application
• Data Structure
• Probability
• Database Management Systems
• Object-Oriented Programming Using Java

10. M.Tech in Data Science

If you have studied engineering or technology, an M.Tech degree in data science can be a good academic choice. This 2-year postgraduate program introduces you to data science, machine learning, AI, and other relevant subjects.

What You’ll Learn

• Computer Graphics
• Advanced Software Project Planning and Management
• Software Testing
• Database Management Systems
• Advanced Soft Computing
• Pattern Recognition and Image Processing
• Data Analytics
• Neural Networks
• Web Intelligence and Big Data
• Information Security

Conclusion

Whether it’s to improve customer service or optimise the supply chain, the right use of data can help streamline most business operations. With so many options, choosing the best data science courses in 2026 is not easy. 

Consider enrolling in Amity University Online, which offers all types and durations of affordable online data science courses, including certification programs, bachelor’s, and master’s courses, along with placement support.