You can get a long way toward a data analyst job with free videos. The hard part is picking where to start, since one search returns hundreds of channels and many of them teach the same SQL basics. We chose the best YouTube channels to learn data analytics and grouped them by what you need right now.
You'll find 15 channels below. We sorted fourteen of them into four groups (courses for beginners, career and interview advice, tool skills such as Excel, Power BI and statistics, and deeper data science topics like Python and machine learning). For each one you'll see who runs it, what it teaches and a couple of its top-performing videos. The fifteenth is Skyvia's own channel, for the part of the job where data has to be collected and loaded before anyone can analyze it.
Already know which skill comes next? The table by skill near the end sends you to the right channel for Excel, SQL, statistics, Power BI, Python or interview prep.
Importance of Data Analytics
According to the U.S. Bureau of Labor Statistics, the employment growth for data scientists will increase by 36% between 2021 and 2031. And it makes little surprise: the role of data analytics is of enormous importance across countless areas of modern life.
From personalized Spotify playlists and Netflix recommendations to building smart cities, predicting natural disasters, and detecting diseases early – there is hardly any field where data analytics could not be applied and make a difference.
Why YouTube Is a Great Learning Platform
YouTube is a whopping platform and one of the highest-traffic websites globally. Just a few jaw-dropping facts will let you understand how vast and influential it really is:
- Around 2.5 billion monthly users.
- 500+ hours of content uploaded each minute.
- Over 51 million channels hosted.
Educational content is one of the top most searched categories on the platform. So, what makes YouTube such a powerful tool for learning? First and foremost, it’s the visual nature of the content. It’s scientifically proven that the human brain processes visual information much faster than text. And YouTube effectively taps into this brain preference as an educational platform.
But there’s more to its success than just visuals:
- Accessibility. Learn anytime, anywhere, from any device – as long as there is an internet connection.
- Diversity. Covers every subject imaginable, caters to all educational levels.
- User-generated expertise. Real experiences, success stories and lessons learned the hard way – that’s what makes these videos so valuable.
- Individual pace. Pause, replay, bookmark, or come back later – learn entirely on your own terms.
- Credibility. Many schools, teachers, and institutions incorporate YouTube videos into curricula.
Best YouTube Channels for Data Analytics in 2026
Modern trends in data engineering make one thing clear: having data-related skills in your CV is a real advantage. Fortunately, the internet is full of self-education resources.
Below, we’ll explore 15 standout YouTube channels that are valuable for anyone involved in data analytics – whether you’re just starting out or already working in the field. Our selection is based on three key criteria: topic coverage, popularity, and relevance to today’s data landscape.
Top YouTube Channels for Data Analytics Beginners
The number of people curious about data analytics constantly grows – and it’s easy to see why. This occupation is highly demanded and well- rewarded. So, how to take your first steps into the field? Check below the top YouTube channels designed specifically for beginners.
Alex The Analyst
Subscribers: 1.09 M
The story of Alex Freberg, the face behind the Alex The Analyst YouTube channel, proves that you don’t need a STEM degree to succeed in analytics.
With genuine interest and hard work, anyone can go far. That’s exactly how a recreational therapist – who stumbled into data analytics almost by accident – became “obsessed with SQL, Python, and Excel”, taught himself the craft, and built a name for himself in the field.
Alex describes his videos as a “data analyst bootcamp”, offering an intensive, structured path to learning. His channel covers a full data analyst curriculum, including the fundamentals of SQL, Excel, Tableau, Power BI, and Python.
What’s more – after completing the course, you’ll receive a certificate you can proudly add to your CV. And the best part? It’s completely free!
Top-performing Videos
Simplilearn
Subscribers: 5.27 M
This is the dedicated YouTube channel of Simplilearn – one of the world’s leading online education platforms. Simplilearn collaborates with top universities and technology companies to craft courses for some of today’s most in-demand tech careers.
You can find programs ranging from Digital Marketing Specialist to Azure Cloud Architect, each of which contains extensive training materials, practical exercises, and final exams.
The industry-endorsed content, regular webinars & Q&A sessions allow direct interaction with instructors and practitioners for the first-hand experience.
The platform is highly rated for its clarity and high production quality. With that said, most courses are part of paid certification tracks, though Simplilearn also offers free programs through its SkillUP initiative.
Top-performing Videos
FreeCodeCamp.org
Subscribers: 10.9 M
While a data analyst might not need full-on developer skills, a solid understanding of coding fundamentals is definitely an advantage. You can find everything you need on freeCodeCamp.org – a standout non-profit educational resource.
With over 700 full-length, free courses – from HTML/CSS and JavaScript to data science and machine learning – it’s one of the most expansive free coding platforms available. The content is ad-free and maintained by volunteers.
Top-performing Videos
- Learn Python – Full Course for Beginners [Tutorial]
- Learn JavaScript – Full Course for Beginners
- SQL Tutorial – Full Database Course for Beginners
Best Channels for Career and Interview Advice
Ok, suppose you made a strong start – even completed a few courses! Now it’s time to invest in finding a job and putting your skills into action. The creators of the following YouTube channels will suggest how to find your dream job and make a strong impression.
Ken Jee
Subscribers: 271 K
Ken Jee, the host of the namesake YouTube channel, is a professional data scientist with a focus on artificial intelligence and sports analytics. He discovered the field through his passion for sports, when he tried to improve his golf game by using AI algorithms.
And it worked – not only improving his results in golf but also sparkling keen interest in statistics and ML. That’s how Ken found his niche at the intersection of sports and data.
Ken is famous for producing fun and informative content as well as giving useful tips on career trends in the data market. Beyond a distinctive focus on sports analytics, his channel stands out for its live coding sessions, where Ken codes and debugs in real time – teaching learners not perfection, but the art of problem-solving.
Top-performing Videos
- How I Would Learn Data Science (If I Had to Start Over)
- Beginner Kaggle Data Science Project Walk-Through (Titanic)
- The Best Free Data Science Courses Nobody is Talking About
Tina Huang
Subscribers: 914 K
Tina Huang, the creator behind the TinaHuang1 YouTube channel, lives up to her motto: “Always minimize effort and maximize outcome.” That is why she loves AI and propagates it as a means to achieve goals. In 2020 Tina, a successful data scientist in Meta (formerly Facebook), quits the job to focus entirely on her YouTube channel and content creation.
And indeed, she has a lot to share: holding an academic degree from UPenn and University of Toronto, Tina lavishly shares her insights into career building and productive learning strategies.
Top-performing Videos
- How I would learn to code (if I could start over)
- How I consistently study with a full time job
- How to learn to code FAST using ChatGPT
Top Channels for Mastering Data Analytics Tools
Like any profession, data analytics comes with its own set of tools – and your ability to use them effectively can make a big difference in both job performance and employability. These YouTube channels will help you build hands-on skills with the most essential data analytics tools.
StatQuest with Josh Starmer
Subscribers: 1.44 M
Josh Starmer, the founder of the StatQuest YouTube channel, knows firsthand how to learn effectively. With years of research and a Ph.D. in bioinformatics, Josh has developed an arsenal of learning techniques that he puts into practice to demystify complex concepts – much to the joy of his subscribers.
In his teaching, Josh leans heavily on intuition and visuals – without ever dumbing things down. In his hands, even the most complex topics like statistics, data science, and AI seem approachable – much like the friendly cartoon characters on his channel’s front page.
Josh originally started StatQuest to help his research colleagues make better use of the data tools they relied on in genetics. Today, he’s not only built a global learning resource but also earned YouTube’s coveted Gold Play Button.
Top-performing Videos
- StatQuest: Principal Component Analysis (PCA), Step-by-Step
- StatQuest: Logistic Regression
- StatQuest: K-means clustering
Guy in a Cube
Subscribers: 502 K
Guy in a Cube is a go-to resource for anyone working with Microsoft’s data analytics stack, including tools like Power BI, Analysis Services, and now Microsoft Fabric.
The channel is hosted by Adam Saxton and Patrick Leblanc – both Microsoft veterans with a wealth of experience. Recently, this star team has been joined by Marthe Moengen, who quickly became known as their “Gal in a Cube”.
Apart from having extensive insider knowledge of the tools they cover, both Adam and Patrick have also contributed to their development. And this adds value to their tutorials, making them especially practical and focused on real-world pain points. Videos are released weekly in a short, how-to format with a strong hands-on focus.
Fun fact: the channel’s catchy name comes from an old inside joke. “A guy in a cube” was how Adam’s senior colleague, Bob Ward, used to refer to himself while working in Microsoft Support.
Adam loved the phrase and later adopted it for the channel – to reflect his down-to-earth approach to sharing knowledge.
Top-performing Videos
- Build a Slicer Panel in Power BI and take it to the next level (2019)
- What is Power BI? (2021)
- Data modeling best practices – Part 1 – in Power BI and Analysis Services
ExcelIsFun
Subscribers: 1.22 M
Ever thought of accounting or spreadsheets as boring? ExcelIsFun might change your mind. This channel was founded by Mike Girvin, whose passion for teaching inspired him to create this Excel knowledge treasure trove back in 2008.
As a college instructor and former Excel MVP, Mike offers an immense library of over 3,700 videos across 100 playlists – covering everything from beginner basics to deep Power Query and Power BI techniques. His cheerful and energetic teaching style paired with thorough content is praised for clarity by learners worldwide.
Top-performing Videos
- Excel for Accounting: Formulas, VLOOKUP & INDEX, PivotTables, Recorded Macros, Charts, Keyboards
- Excel VLOOKUP Function – All You Need To Know
- Tour Of Excel: Formulas, Formatting, Sort, Filter, PivotTables, Charts, Keyboards
Power BI
Subscribers: 487 K
This is the official Microsoft channel dedicated to one of its most popular products – Power BI business analytics service. It features how-to guides, conceptual explainers, product demos, and community webinars – all from the makers of Power BI.
With its neatly organized structure, it shines among community-driven channels as an authoritative and trusted resource for learners at all levels.
Top-performing Videos
Channels for Advancing Your Data Science Skills
Whatever cool profi you might be, there is always room to grow. And recognizing this just adds to your coolness! The following YouTube channels are perfect for deepening your expertise and taking your data science skills to the next level.
Data School
Subscribers: 256 K
Kevin Markham, the founder of Data School YouTube channel, is an experienced educator and data science enthusiast. Kevin holds a degree in Computer Engineering and has taught Python-based data science to over a million students through classes, workshops, and videos.
His well-structured materials guide learners from the things they need to master first and up to the most complex concepts of Python, pandas, and machine learning – making the channel an ideal resource for beginners and early intermediates alike.
Top-performing Videos
- Copying a GitHub Repository to Your Local Computer
- ROC Curves and Area Under the Curve (AUC) Explained
- What is machine learning, and how does it work?
365 Data Science
Subscribers: 349 K
This channel is an arm of the 365 Data Science online learning platform. Like the main resource, it is career-orientated with content designed to build up a skill set from beginner to job-ready.
The channel offers over 260 bite-sized videos introducing key concepts in Python, SQL, statistics, and data visualization. Along with a free plan, paid premium subscriptions are available, with exams and certifications. The videos are created by the in-house team and occasionally feature well-known educators like Ken Jee and Tina Huang.
Top-performing Videos
DataCamp
Subscribers: 191 K
This channel is an official resource of DataCamp – an interactive e-learning platform that provides a broad range of courses in data analysis, data manipulation, software development, data engineering, AI and machine learning, statistics, etc.
The channel complements their hand-on courses with a free library of video tutorials, most of them being short platform walkthroughs and overviews. Adding value are insightful industry reviews from CEO Jonathan Cornelissen and other thought leaders on current data and AI trends that appear regularly on the channel.
Top-performing Videos
- DataCamp 101: Getting Started with DataCamp
- Let’s Learn SQL Together: DataCamp Intro to SQL Practice Questions
Krish Naik
Subscribers: 1.2 M
Krish Naik, the founder of the @krishnaik06 channel, is a passionate advocate for machine learning, deep learning, and AI. He’s also a TEDx speaker, mentor, and educator with over 10 years of industry experience.
His deep-dive videos cover Python, statistics, SQL, machine learning, NLP, MLOps, AWS, and more – offered in both English and Hindi to broaden accessibility.
And it pays off – his channel has grown to over 1.2 million subscribers, and his GitHub repository, with 8k stars, has earned a reputation as one of the top open learning resources in the field.
Beyond videos, Krish organizes live hackathons and startup-focused discussions, demonstrating real-time data projects in community events.
Top-performing Videos
- AI VS ML VS DL VS Data Science
- Complete Road Map To Be Expert In Python
- How To Learn Data Science Smartly?
codebasics
Subscribers: 1.3 M
Dhaval Patel, the face behind the codebasics channel, chose education not just as a profession – but as a path shaped by personal challenges.
A senior industry veteran and former engineer at NVIDIA and Bloomberg, Dhaval had to step away from engineering after being diagnosed with a life-threatening illness. Teaching that began as a way to distract himself during recovery, soon revealed itself as his true calling.
Today, Codebasics offers a well-rounded curriculum – covering Python, SQL, Power BI, machine learning, and Gen AI – all delivered through hands-on, real-world projects. Alongside co-founder Hemanand Vadivel, Dhaval also runs the Codebasics educational platform, bringing structured, accessible learning to a global audience.
Top-performing Videos
- Machine Learning Tutorial Python -1: What is Machine Learning?
- Python Pandas Tutorial 1. What is Pandas python? Introduction and Installation
- Machine Learning Tutorial Python – 2: Linear Regression Single Variable
Skyvia – a Channel for Practical Data Integration Insights
Subscribers: 640
Unlike other channels mentioned above, this one isn’t exclusively focused on data analytics or data science. In fact, this is a dedicated YouTube channel showcasing Skyvia’s powerful functionality.
However, it contains a range of informative, educational videos that will be useful for anyone looking to strengthen their data stack with such a versatile tool.
Skyvia is a powerful cloud data-integration platform that allows you to perform a variety of data-related tasks: from ETL, ELT and workflow automation to connectivity, SQL querying, backups, and restore – all in one place.
With its no-code interface, Skyvia is easily accessible to users of all levels. Data analysts can rely on it in supporting their processes, from data collection to loading into BI and analytics tools.
Most content on Skyvia’s channel belongs to the following categories:
- Webinars covering data-related topics.
- Video tutorials on Skyvia functionality.
- Examples of data integration scenarios.
Top-performing Videos
Which YouTube Channel to Watch for Each Data Analyst Skill
Hit subscribe on all 15 channels in one evening and your feed turns into noise by Friday. We'd rather you choose one skill, stick with one or two channels for it, and only move on once you can do the task with the video closed. Here's which channels from this list cover which skill.
| Skill | Channels to start with | What you'll find there |
|---|---|---|
| Excel and Power Query | ExcelIsFun, Alex The Analyst | Playlists from beginner basics to Power Query and Power BI; Excel as part of Alex's analyst bootcamp |
| SQL | Alex The Analyst, 365 Data Science, codebasics | A SQL basics tutorial and a SQL portfolio project; short concept videos; SQL inside project-based lessons |
| Statistics | StatQuest with Josh Starmer, 365 Data Science, Krish Naik | Visual, intuition-first explanations; short introductions to key concepts; deep dives |
| Power BI | Guy in a Cube, Power BI (Microsoft), codebasics | Weekly short how-tos from Microsoft veterans; guides, demos and webinars from the product team; project-based lessons |
| Tableau | Alex The Analyst | Tableau as part of the bootcamp curriculum |
| Python and pandas | Data School, freeCodeCamp.org, codebasics | A structured path from basics to pandas and machine learning; full-length free courses |
| Portfolio, job search, interviews | Alex The Analyst, Ken Jee, Tina Huang | Portfolio project walkthroughs; career trends and live coding; career building and study strategies |
| Lessons in Hindi | Krish Naik | Videos in both English and Hindi |
Starting from zero? We'd go Excel first (you can sort, filter and build pivot tables on data you can actually see), then SQL, then one BI tool, Power BI or Tableau, depending on what the job ads near you mention. Statistics can run alongside from the start. Python comes later, once you hit a task that Excel and SQL can't handle well.
Build something after each block. An employer will learn more from one dashboard built on a public dataset, or from a SQL project like the one Alex The Analyst walks through, than from a long list of playlists you finished. And if part of you would still rather read, our list of books for data analysts goes over the same skills on paper.
How to Choose the Right YouTube Channel for You
Each channel presented in this article is worth your attention, though some might suit you more, and others less. The choice of the right channel depends on your background and professional goals.
The tips below will help you narrow down your search:
- Define your learning goals. What is it that prompts you to study – mastering a specific tool, preparing for an interview, or understanding the fundamentals? This is the cornerstone question – it will shape not just your channel selection, but your entire learning approach.
- Assess your current skill level. Are you a complete beginner or looking to upskill? Try to be objective: stumbling upon the material that’s too advanced, too soon can discourage you from further learning.
- Look for structured content. Consistency in learning is as important as motivation. Look for channels with well-organized playlists or series, ideally a structured course. Proceeding on a simple-to-complex basis will help you develop a stronger foundation.
- Consider the instructor’s style. Find a creator whose teaching style resonates with you. The right teacher can inspire and spark curiosity while the wrong one can turn you off completely. Of course, it is you who’ll be doing the learning – but a good instructor can make the process a whole lot smoother (and even fun!).
Final Thoughts
In this article, we’ve explored 15 popular and trusted YouTube channels for learning data analytics. While they all cover the same general subject, each channel brings a distinctive approach – ranging from independently run passion projects to official YouTube arms of major learning platforms and corporations. Whatever your learning style or skill level, there’s something here for everyone.
So don’t hesitate to begin your data journey! The creators behind these channels have gone the extra mile to make it for you as comfortable as possible.
FAQ for Best YouTube Channels
Can I learn data analytics on YouTube without paying?
For the skills, yes. freeCodeCamp.org is a non-profit that posts full-length courses for free, and Alex The Analyst, ExcelIsFun and StatQuest don’t charge anything either. A certificate is another matter, since Simplilearn keeps most of its certification tracks behind a fee and 365 Data Science charges for premium plans with exams (both still post free content).
Which YouTube channel should I watch to learn SQL for data analysis?
Start with Alex The Analyst. His SQL basics tutorial for beginners comes first, and right after it there’s a portfolio project built on SQL data exploration, which is a nice way to test what stuck. 365 Data Science is handy when one concept, joins for example, needs a quick refresher, because its SQL videos are short. With codebasics it’s the opposite: SQL gets used inside hands-on projects next to Python and Power BI.
Where can I learn statistics for data analytics on YouTube?
StatQuest with Josh Starmer is our pick for statistics. He holds a Ph.D. in bioinformatics, for what it’s worth. You wouldn’t guess it from the videos, though: statistics, data science and machine learning get explained with doodles and plain intuition, and nothing gets dumbed down. Only have a few spare minutes? 365 Data Science has bite-sized videos on the key statistics concepts.
Which channel on YouTube teaches Excel for data analysis best?
ExcelIsFun, run by college instructor and former Excel MVP Mike Girvin, is the Excel channel we’d start with for data analysis. Its playlists go from beginner basics to Power Query and Power BI. Alex The Analyst also teaches Excel as one module of his free data analyst bootcamp.
What is the best YouTube channel to learn Power BI?
Guy in a Cube is the channel we’d start with for Power BI. The hosts, Adam Saxton and Patrick Leblanc, are Microsoft veterans, and every week they post short how-tos on Power BI, Analysis Services and Microsoft Fabric. Stuck on a measure that won’t total the way you expect? Their how-tos are built around real-world pain points like that one. Microsoft’s official Power BI channel is the other one to follow, with product demos and community webinars from the people who make the tool.
Is there a data analytics YouTube channel in Hindi?
Yes. Krish Naik teaches data science and analytics in Hindi and English, so someone in Pune who thinks faster in Hindi gets the same Python, statistics, SQL, machine learning, NLP and MLOps lessons in the language they prefer. On top of the videos, he runs live hackathons and project sessions. English-speaking learners who like projects can pick codebasics by Dhaval Patel instead, for Python, SQL, Power BI and machine learning.
This content is licensed under a Creative Commons Attribution 4.0 International license.
