Top 10 Data Science Youtube Channels to Follow in 2025

Data science is a rapidly growing field that combines programming, statistics, and domain expertise to extract insights and knowledge from data. Many resources are available for learning data science, including online courses, textbooks, and blogs. In this article, we will focus on YouTube channels that offer free data science learning. These data science YouTube channels are a great way to get started with your career or supplement your existing knowledge.

I have selected the top 10 YouTube channels based on their content quality, popularity, and the variety of topics covered. These channels offer a mix of lectures, tutorials, and demonstrations on data science concepts and tools.

Let’s get started with our list of the top 10 YouTube channels for free data science learning!

Read about this article Learning Path to Become a Data Scientist 

1. 3Blue1Brown

@3blue1brown | 7.31M subscribers | 214 videos

Link to the channel

Are you struggling to understand complex math problems? Look no further than 3Blue1Brown! This YouTube channel, created by Grant Sanderson, uses animation to explain difficult concepts in a way that’s both easy to understand and entertaining. With over 6.78 million subscribers and 375 million views, 3Blue1Brown has become a go-to resource for anyone wanting to learn math or understand the workings of deep learning algorithms.

What makes this channel special?

• Instead of dry lectures and confusing equations, 3Blue1Brown uses animation to bring math to life.
• Grant’s engaging videos explain complex topics like linear algebra and calculus in a way that’s clear and easy to follow.
• He also delves into other areas like physics and computer science, making 3Blue1Brown a well-rounded resource for anyone interested in these fields.

Whether you’re a student struggling with math homework or simply wanting to learn more about the world around you, 3Blue1Brown is a great place to start.

2. Two Minute Papers

@TwoMinutePapers | 1.64M subscribers | 977 videos

Link to the Channel

Stay at the forefront of AI advancements with Two Minute Papers, a YouTube channel that offers succinct summaries of the latest research breakthroughs. It serves as a trusted resource in the fast-evolving realm of artificial intelligence.

What makes this channel special?

• Each video delivers concise insights, condensing complex academic papers into two-minute nuggets, allowing data professionals to stay informed without compromising time.
• The videos on the channel take up an engaging approach involving animation, humor, and clear explanations to demystify complex research.
• The channel makes technical concepts understandable for data scientists of all backgrounds.
• Beyond summarizing research, Two Minute Papers provides insightful analysis and commentary, exploring the implications for data science practices.

Covering diverse AI topics, from deep learning to natural language processing, Two Minute Papers caters to various data science roles. This fosters a deeper understanding of research significance and encourages meaningful engagement.

3. sentdex

@sentdex | 1.41M subscribers | 1.2K videos

Link to the Channel

Embark on a comprehensive journey through Python and beyond with Sentdex, a YouTube channel known for its in-depth tutorials. Sentdex explores machine learning, finance, data analysis, robotics, web development, and game development.

What makes this channel special?

• With a well-organized layout and a searchable website (pythonprogramming.net), finding information is this channel is super easy.
• Sentdex’s engaging presentation style, humor, and real-world examples make complex concepts understandable.
• Beyond teaching technical skills, Sentdex encourages critical thinking and problem-solving, making his content invaluable for real-world programming.

Whether a beginner or a seasoned developer, Sentdex offers high-quality content. Data scientists can get practical insights into Python applications for data analysis and machine learning.

4. Corey Schafer

@coreyms | 1.44M subscribers | 244 videos

Link to the Channel

Corey Schafer’s YouTube channel is a goldmine of programming tutorials. Corey, a seasoned software developer with over a decade of experience, covers many programming languages like Python, Java, and C++. Whether you’re a novice embarking on your coding journey or a seasoned programmer aiming to broaden your skillset, Corey Schafer has tailored content for you.

What makes this channel special?

• The channel distinguishes itself with its clear and concise explanations, practical examples, and hands-on exercises that facilitate applying acquired knowledge.
• Corey Schafer delves into valuable insights and advice, offering a nuanced glimpse into the world of programming with a subtle touch of data science.
• What truly sets this channel apart is the meticulous attention to detail and care evident in each video.

Corey demonstrates an unwavering commitment to delivering an optimal learning experience, from comprehensive explanations to high-quality production.

5. StatQuest with Josh Starmer

@statquest | 1.42M subscribers | 291 videos

Link to the Channel

For anyone intimidated by the seemingly daunting world of statistics, machine learning, and data science, StatQuest with Josh Starmer offers a refreshing and accessible approach. Recognizing that these complex topics can feel overwhelming, Josh breaks them down into manageable pieces, building your understanding brick by brick. His philosophy? Even the most intricate concepts are merely a combination of simple steps, waiting to be unlocked.

What makes this channel special?

• Through engaging visuals and clear explanations, StatQuest illuminates even the most challenging aspects of data science.
• Josh empowers you with a deeper understanding, not just a superficial grasp of the concepts.

Whether you’re starting your data science journey or looking to improve your skills, StatQuest is a valuable resource. Its clear explanations, engaging visuals, and focus on learning make it an ideal platform to explore the field.

6. Siraj Raval

@SirajRaval | 775K subscribers | 484 videos

Link to the Channel

Siraj Raval, a passionate technologist, brings the complexities of artificial intelligence, mathematics, science, and technology to the fingertips of everyone. Through his YouTube channel, he aims to ignite a global movement of data literacy, empowering individuals to understand and utilize these powerful tools.

What makes this channel special?

• Siraj believes knowledge is key to building wealth, leading a happier life, and making a positive impact on the world.
• His infectious enthusiasm and clear explanations make even the most challenging concepts approachable and engaging.
• He is not just an educator, but a community builder, fostering a thriving AI community, the fastest growing of its kind.

With a deep sense of purpose, Siraj has entrusted the continuation of his mission to his community. His dedication to spreading knowledge and empowering individuals serves as a beacon of hope for a future shaped by collaboration and technological advancement. 

7. Codebasics

@codebasics | 1.28M subscribers | 1K videos

Link to the Channel

Start your data science journey with Codebasics, a top YouTube channel led by experts Dhaval Patel and Hemanand Vadivel. Dhaval, with over 12 years of industry experience, including roles at Bloomberg and NVIDIA, and Hemanand, with 6+ years in the European data scene, bring a wealth of real-world expertise to their teaching.

What makes this channel special?

• Codebasics covers a diverse range of content, including fundamental coding languages, data science and analytics concepts, artificial intelligence, machine learning, and data structures.
• The channel goes beyond theory, emphasizing practical applications to prepare you for real-world data science challenges.

Dhaval’s passion for education shines through in clear, engaging explanations that demystify even the most complex concepts.

8. Analytics Vidhya

@Analyticsvidhya | 111K subscribers | 1.6K videos

Link to the Channel

Analytics Vidhya is a community-driven platform that empowers aspiring and established professionals in analytics, data science and generative AI. Our mission is simple: equip you with the knowledge and skills needed to extract valuable insights from raw data, ultimately propelling you towards informed decision-making.

What makes this channel special?

• Whether you’re a seasoned professional or taking your first steps in the world of analytics, this channel offers content that caters to all levels of expertise.
• The channel offers the latest news and insights in the form of engaging shorts to keep you updated.
• The videos are engaging and the content is broken down in a simple way so that it’s easy for anyone to grasp concepts and follow along throughout.

Explore their data science project tutorials, gaining practical experience by building your portfolio. Engage with a vibrant community, exchanging ideas and seeking guidance from fellow data enthusiasts. With Analytics Vidhya, you unlock the doors to a world of possibilities, empowering yourself to master the data-driven age.

9. Krish Naik

@krishnaik06 | 1.18M subscribers | 2K videos

Link to the Channel

Krish Naik launched his YouTube channel back in 2017 to help learners master the concepts of data science and machine learning. His channel covers a range of topics involving data science and AI – with many course series to help learners with a clear roadmap through their learning journey.

What makes this channel special?

• The channel brings a practical approach to understanding the technicalities of data science concepts.
• The channel caters to a broader, multilingual audience, offering videos in both English and Hindi.
• Krish Naik also provides structured bootcamps and conducts live sessions on his channel to engage with his audience.

The channel is widely appreciated for the real-world problem-solving scenarios that it offers. The videos in the channel are more suitable for beginners in the field as they get a great walkthrough of various starting concepts of the field.

10. Alex the Analyst

@AlexTheAnalyst | 1.06M subscribers | 363 videos

Link to the Channel

Alex Freberg widely recognized as Alex The Analyst, started his Youtube channel back in 2020. The channel offers a comprehensive suite of videos and resources covering topics like SQL, Excel, Power BI, Python for Data analysis, and more.

What makes this channel special?

• The channel offers beginner-friendly content tailored for newcomers; breaking down complex topics into simple lessons.
• His videos follow a logical progression allowing the users to build upon their previous knowledge.
• Users often get a chance to engage with Alex to solve their problems through Q&A sessions, live streams, and an active comments section.

Prior to starting his channel, Alex worked as a data analyst in various companies and he brings his professional knowledge into building the content for his channel. The viewers of the channel gain various resources to help them navigate through interviews and other day-to-day tasks.

Conclusion

In conclusion, these top 10 data science YouTube channels offer educational resources for learners of all levels. From detailed video tutorials to interactive live streams, they provide valuable content to enhance your skills and career. Whether you are a beginner learning the basics or an experienced data scientist seeking to grow, there’s a channel here for you. Check out these top channels for data science and subscribe to stay updated on the latest trends.

Frequently Asked Questions