Top 10 Free Data Science Online Courses [For Freshers & Experienced]
Updated on Feb 19, 2025 | 14 min read | 9.0k views
Share:
For working professionals
For fresh graduates
More
Updated on Feb 19, 2025 | 14 min read | 9.0k views
Share:
Today upskilling has become more important than ever. According to recent reports, 85% of Indian professionals are set to invest in upskilling for FY25, recognizing that continuous learning is key to staying competitive and relevant in their fields. With the rise of new technologies and industries, investing in skill development is no longer optional—it's essential.
One of the most powerful areas for upskilling right now is data science. As businesses across industries increasingly rely on data to make informed decisions, professionals with data science skills are in high demand. This field offers a wealth of opportunities. Plus, with the availability of free data science courses offering certification, you can gain valuable skills without breaking the bank.
Stay ahead in data science, and artificial intelligence with our latest AI news covering real-time breakthroughs and innovations.
In this blog, we explore the top 10 free data science courses with certifications that can help you get started or enhance your expertise in this thriving field.
Looking to build or enhance your skills in data science? Are you a fresher or an experienced professional, taking the right course can make all the difference. With the growing demand for data-driven decision-making in businesses across the globe, free data science courses are a great way to upskill without any financial commitment.
What's even better? Many of these courses offer free data science certification, which adds value to your resume and helps you stand out in a competitive job market. Let's explore the top 10 free data science online courses to help you get started on your data science journey or take your expertise to the next level.
This Introduction to Data Analysis using Excel course will help you build essential Excel skills for analyzing large datasets and generating business insights. You’ll start with basic Excel concepts and gradually progress to advanced techniques like pivot tables and data visualization. This free data science course is completely self-paced, allowing you to learn at your own speed and apply your knowledge to real-world data analysis scenarios.
Skills You’ll Learn
Skills |
Description |
Excel Basics | Master the basics of Excel, including navigation, sorting, and filtering. |
Data Analysis Techniques | Learn how to use pivot tables and functions like vlookup for efficient data analysis. |
Data Visualization | Gain proficiency in creating visualizations and reports to communicate insights. |
Advanced Excel Functions | Master advanced features like report formatting, password protection, and page layouts. |
Who Should Opt for This Certification?
The Learn Basic Python Programming course is designed to help you develop problem-solving skills through hands-on coding challenges. You will explore essential concepts in Python such as lists, strings, and data structures like tuples, sets, and dictionaries.
This free data science course will teach you the basics of coding and data structures, enabling you to approach real-world problems with logic and coding solutions. Whether you're a beginner or looking to strengthen your foundation, this course provides a solid understanding of Python programming.
Skills You’ll Learn
Skills |
Description |
Basic Coding Concepts | Learn the fundamentals of Python coding, including syntax, operators, and conditional statements. |
Working with Lists | Gain hands-on experience in working with lists, manipulating data, and solving problems. |
String Handling | Learn how to manage and manipulate strings effectively for problem-solving. |
Data Structures (DSA) | Explore essential data structures like tuples, sets, and dictionaries. |
Who Should Opt for This Certification?
The Analyzing Patterns in Data and Storytelling course focuses on using data analysis to identify patterns and communicate insights effectively. You’ll learn essential methods for pattern analysis, structuring your findings, and telling compelling stories with data visualization.
This free data science course emphasizes the importance of organizing and presenting data insights using the Pyramid Principle and logical flow. Whether you're new to data science or looking to improve your analytical storytelling skills, this course will provide you with the tools needed to analyze data and create meaningful narratives.
Skills You’ll Learn
Skills |
Description |
Pattern Analysis | Learn how to identify and analyze recurring patterns in data to validate hypotheses and structure your approach. |
Insight Creation | Understand how to derive actionable insights from data analysis and summarize key findings effectively. |
Documenting and Structuring | Gain proficiency in documenting your analysis process and structuring insights using logical flow and the Pyramid Principle. |
Data Visualization & Storytelling | Master the art of visualizing data to tell clear, compelling stories that communicate insights effectively. |
Who Should Opt for This Certification?
The Data Science in E-commerce course focuses on applying data analytics to enhance various aspects of e-commerce businesses. You will explore key topics like Recommendation Systems, Price Optimization, Market Mix Modeling, and A/B Testing.
This free data science course will give you a comprehensive understanding of how data science can improve e-commerce operations, drive sales, optimize pricing, and enhance customer experiences. Perfect for those interested in data-driven decision-making in the booming e-commerce industry, this course will equip you with valuable skills in data science and analytics.
Skills You’ll Learn
Skills |
Description |
E-commerce Analytics | Learn how to apply data science to optimize business models, processes, and strategies in the e-commerce space. |
Recommendation Systems | Understand how recommendation algorithms work and how they influence customer purchasing behavior. |
Price Optimization | Master techniques for dynamically adjusting prices based on customer behavior, demand, and market conditions. |
A/B Testing | Learn how to conduct A/B tests to assess the effectiveness of different strategies and improve business outcomes. |
Market Mix Modeling | Explore how businesses can use data to optimize their marketing strategies and maximize revenue. |
Who Should Opt for This Certification?
The Free Course on Data Science, Machine Learning, Data Analysis, Python & R offers a comprehensive introduction to key concepts and techniques used in data science. You will explore the differences between Artificial Intelligence, Machine Learning, and Deep Learning, and dive into practical applications of data analysis and data visualization using Python and R programming. This course covers fundamental aspects like data loading, analysis, and visualization, making it a great starting point for those interested in learning data science with hands-on experience.
Skills You’ll Learn
Skills |
Description |
Data Science Concepts | Understand the foundational principles of data science, including AI, ML, and deep learning. |
Python & R for Data Analysis | Gain hands-on experience with Python and R for performing data analysis and visualizing insights. |
Data Visualization | Learn to create clear and compelling visualizations using Python and R, enhancing your ability to present data effectively. |
Data Loading and Preparation | Master data loading techniques and prepare datasets for analysis using Python and R programming. |
Who Should Opt for This Certification?
The Advanced SQL: Functions and Formulas course is designed to help you master complex SQL techniques that are critical for data science and analytics. You'll learn about window functions, query optimization, and partitioning, which will allow you to solve complex problems with ease.
The course covers advanced SQL functions such as rank(), dense_rank(), and percent_rank(), and shows you how to use clauses like over and partition. It also dives deep into query optimization and indexing, which can dramatically improve the performance of your SQL queries. This free data science course is ideal for those who want to enhance their SQL skills and gain a free data science certification.
Skills You’ll Learn
Skills |
Description |
Window Functions | Master windowing functions like rank(), dense_rank(), and percent_rank() with over and partition clauses. |
Query Optimization | Learn how to optimize your SQL queries for faster execution and better performance. |
Partitioning | Understand how partitioning data can help speed up analysis and enhance query efficiency. |
Indexing | Explore how indexing improves SQL query performance and simplifies complex queries. |
Who Should Opt for This Certification?
upGrad’s Exclusive Data Science Webinar for you –
How upGrad helps for your Data Science Career?
The Artificial Intelligence in the Real World course explores the wide-ranging applications of AI technologies across various industries, both service and non-service. In this free data science course, you'll delve into AI strategies and learn how businesses are using machine learning (ML) and deep learning (DL) to optimize operations, enhance customer experiences, and create innovative solutions.
You’ll explore real-world use cases and gain insights into how AI is transforming sectors like healthcare, finance, manufacturing, and more. This course is ideal for anyone looking to understand the practical implications of AI and its potential impact on business functions, and it offers a free data science certification upon completion.
Skills You’ll Learn
Skills |
Description |
AI Strategy | Learn the best strategies for implementing AI in various business contexts. |
AI Applications | Understand how AI is applied in both service and non-service industries to drive innovation. |
Machine Learning & Deep Learning | Get familiar with machine learning techniques and their differences from deep learning (DL). |
Business Impact of AI | Learn how AI is transforming different business functions and operations across industries. |
Who Should Opt for This Certification?
The Logistic Regression for Beginners course provides a comprehensive introduction to one of the most widely used algorithms in machine learning for classification tasks. Over 17 hours, this course covers both univariate and multivariate logistic regression models in detail. You’ll learn to apply logistic regression for binary classification using tools like the sigmoid function, likelihood, and odds.
The course also covers industry applications, making it ideal for those looking to understand how logistic regression is used in real-world scenarios. By completing this course, you’ll earn a free data science certification and gain hands-on experience in building models using Python.
Skills You’ll Learn
Skills |
Description |
Binary Classification | Learn how to apply logistic regression for binary classification problems. |
Sigmoid Function | Understand the mathematical foundation of logistic regression through the sigmoid function. |
Model Building in Python | Build logistic regression models using Python, focusing on data manipulation and preparation. |
Likelihood and Odds | Explore likelihood, odds, and log odds in logistic regression for improved model accuracy. |
Who Should Opt for This Certification?
Linear Algebra Analysis course is a fundamental branch of mathematics that focuses on the study of linear equations and their representation in vector spaces using matrices. It deals with various mathematical concepts, including vectors, matrices, linear transformations, and the system of linear equations. These concepts form the foundation for many advanced topics in mathematics, physics, engineering, economics, and computer science.
Skills You’ll Learn
Concept |
Description |
Linear Functions & Equations | Understanding the system of linear equations and how they are represented in matrix form. |
Vector Spaces | Study of vector spaces, including their properties and operations. |
Matrix Operations | Techniques for matrix manipulation, such as addition, multiplication, and finding determinants. |
Orthogonality | Learn about vectors being orthogonal and the significance of perpendicularity in vector geometry. |
Linear Transformation | Study of how linear functions and transformations work in vector spaces. |
Who Should Opt for This Course?
In this Introduction to Tableau course, you will learn the fundamentals of data analytics, transformation, and visualization using Tableau, one of the most popular tools for data visualization. You'll explore how to create actionable insights from your data and present them through various types of charts. By the end of this free course, you will have a solid understanding of Tableau Public, its various features, and how to build compelling dashboards.
Skills You Will Learn:
Skill |
Description |
Data Visualizations | Learn the importance of visualizing data to communicate trends and insights. |
Chart Creation | Understand how to create various charts such as bar charts, line charts, and scatter plots. |
Advanced Chart Types | Explore more advanced visualizations like heat maps, histograms, and box plots. |
Data Import and Manipulation | Master techniques to import, join, and manipulate data sets within Tableau. |
Who Should Opt for This Certification:
Mastering data science is more than just understanding algorithms and coding. It’s about using the right tools and techniques to solve real-world problems. By enrolling in free data science courses, you can build a solid foundation in essential concepts like data analysis, machine learning, and deep learning, without any cost. Whether you're just starting or looking to improve your expertise, these courses offer practical skills that will set you up for success in the rapidly evolving tech landscape.
Tips to Improve Your Data Science Skills:
If you're ready to take your data science journey to the next level, consider exploring Fundamentals of Deep Learning & Neural Networks — a free course that dives deep into the world of neural networks and deep learning.
Start learning today and unlock new opportunities in the world of data science!
Elevate your expertise with our range of Popular Data Science Courses. Browse the programs below to discover your ideal fit.
Enhance your expertise with our Top Data Science Programs & Articles. Explore the programs below to find your perfect fit.
Advance your top data science skills with our expert-led programs. Explore and find the perfect course for your upskilling journey below.
Elevate your expertise with our range of Popular US - Data Science Articles. Browse the articles below to discover your ideal fit.
References:
https://economictimes.indiatimes.com/jobs/hr-policies-trends/85-indian-professionals-set-to-invest-in-upskilling-for-fy25/articleshow/111253315.cms?from=mdr
Get Free Consultation
By submitting, I accept the T&C and
Privacy Policy
Start Your Career in Data Science Today
Top Resources