Learn Statistics For Data Science Online: Free Course with AI Tutor & Certificate
This 4-hour course features 25 video lessons to teach you the mathematical foundations of data science. You'll start with probability theory before covering statistical inference, regression analysis, and Bayesian modelling. By the end, you will be able to confidently analyze datasets and build predictive models.
Statistics For Data Science course syllabus
01 Probability and Distribution
- Introduction to probability theory and its applications
- Random variables and probability distributions
- Commonly used probability distributions (e.g., normal, Poisson, binomial)
- Properties of probability distributions
- Central limit theorem and its applications
02 Statistical Inference
- Introduction to statistical inference
- Hypothesis testing and confidence intervals
- Types of errors in hypothesis testing
- Analysis of variance (ANOVA)
- Non-parametric methods
03 Regression Analysis
- Introduction to regression analysis
- Simple linear regression
- Multiple regression analysis
- Model selection and validation
- Generalized linear models
04 Time Series Analysis
- Introduction to time series analysis
- Stationary and non-stationary time series
- Autocorrelation and partial autocorrelation functions
- ARIMA models
- Seasonal time series and forecasting
05 Bayesian Modelling
- Introduction to Bayesian modelling
- Prior and posterior distributions
- Bayesian inference
- Markov Chain Monte Carlo (MCMC) methods
- Hierarchical Bayesian models
Skills you'll gain
Add these to your LinkedIn profile and resume the day you finish.
Who should take this Statistics For Data Science course?
And exactly what you need before starting (spoiler: almost nothing).
This course is for
- Data science beginners who need a strong mathematical foundation.
- Working professionals transitioning into analytics or machine learning roles.
- College students in India preparing for technical data interviews.
- Self-taught programmers looking to understand the math behind their code.
Prerequisites
- No advanced math background is required to start this course.
- Basic understanding of high school level mathematics and algebra.
- Familiarity with standard data concepts is helpful but not strictly necessary.
How learning works on LearnTube
The structure of a bootcamp, the price of free.
AI curates your path
Our AI picks the top 1% of video content for each topic and arranges it into a structured, goal-based curriculum. No more tutorial roulette.
Learn, then get quizzed
After every lesson, your AI tutor asks you a question and gives personalised feedback on your answer, so gaps get fixed immediately.
Finish with proof
Complete the course, build the capstone project, and claim a certificate recognised by 900+ hiring partners.
A complete Statistics For Data Science course: free, structured and job-focused
This 4-hour learning path includes 25 video lessons designed to give you a solid mathematical foundation for data analysis. You'll begin with an introduction to probability theory and its applications, setting the stage for more advanced concepts. From there, the curriculum moves through five structured modules: Probability and Distribution, Statistical Inference, Regression Analysis, Time Series Analysis, and finally Bayesian Modelling. We've structured these modules to build on one another, ensuring you grasp the core math required to evaluate data sets and build accurate machine learning models.
LearnTube makes mastering these complex topics highly interactive. We curate the best educational videos from YouTube and pair them with an intelligent AI tutor. After every single lesson, the AI tutor tests your knowledge with a quick quiz to make sure you actually understand the concepts. If you get stuck on a difficult probability question, the AI is right there to help you figure it out.
The entire learning experience is completely free. You can watch all 25 videos and take every quiz without paying a single rupee. Once you finish the material, you can choose to purchase an optional paid certificate. This verified certificate is a great way to prove your new statistical skills to our 900+ hiring partners or add a valuable credential to your resume.
Jobs you can target after learning Statistics For Data Science
Statistics For Data Science is a gateway skill for some of the fastest-growing roles in tech.
Cleans and interprets data to help companies make better business decisions.
Builds predictive models and algorithms using statistical methods.
Designs and implements automated learning systems based on core probability concepts.
Typical entry-level salary ranges in India as of November 2026. Actual compensation varies by city, company and experience.
Earn a Statistics For Data Science certificate employers recognise
Finish the course and claim a certificate you can share anywhere.
- Learn 100% free: every lesson, quiz and the AI tutor cost nothing
- Claim your certificate when you complete the course (an optional paid add-on)
- Recognised by 900+ hiring partners across India
- One click to share on LinkedIn and add to your resume
Why learners choose LearnTube
Real reviews from Google. You learn free, you get assessed free, and you pay only if you want the certificate.
Though I have 11 years of experience as an HRBP, the course helped me refresh my knowledge and gave me insights into new trends in the market. The modules were clear and easy to understand, and the quizzes were well designed. I have added the certificate to my LinkedIn profile.
I had a lot of doubts while learning, but the AI chatbot answered them in detail with simple summaries. The videos on the platform saved me a lot of time as I didn't have to search YouTube and watch random content.
Just earned my certificate in HR Management from LearnTube.ai! The platform is user-friendly and the assessment was a great way to validate my knowledge. Feeling proud of this accomplishment!
I enrolled in a LearnTube personalized course to get into a Data Analytics role. It helped me learn SQL in depth and gave me hands-on experience with Power BI. I attached the LearnTube certificate to my CV, it added credibility to my profile, and I'm currently in the interview process.
The interface is user-friendly and intuitive, making it easy to navigate the course. I encountered no errors during my time using the platform, which was a refreshing change from other online learning platforms.
Just cleared the Business Analyst assessment and got certified! Loved how the course simplifies big concepts like data-driven decision making into short, practical lessons. The automated quizzes kept me on track the whole time. Perfect boost for my resume!
The certificate gave me a real edge during my B.Tech. By the time I graduated, I had skills that set me apart from my peers, and the certification opened up more job opportunities. It gave me the confidence to stand out during interviews.
I manage many software projects as a General Manager and was looking for a good certification program to stay competitive. After researching many programs, I chose LearnTube and it was much better than I expected. The material is well-organized and practical, and what I liked most is the lifetime access.
Frequently asked questions
Everything learners ask before starting this Statistics For Data Science course.
Do I need any specific software installed?
No, you don't need to install any specialized mathematical software to complete these lessons. You can watch the videos and answer the AI tutor quizzes directly in your web browser.
Is prior programming experience required?
You don't need prior programming experience. The lessons focus purely on mathematical concepts like regression analysis and statistical inference, though knowing basic Python can help you apply these concepts later.
What job roles does this course prepare me for?
This foundational material prepares you for analytical roles like Data Analyst or Junior Data Scientist. In India, entry-level professionals in these positions typically earn between ₹4 LPA and ₹9 LPA, depending on the company.
Can I learn at my own pace?
Yes, the entire curriculum is completely self-paced. You can pause the 25 video lessons whenever you need a break and return to the probability or Bayesian modelling modules whenever your schedule allows.
Does the platform work on mobile phones?
Yes, you can comfortably learn on your smartphone. The video player and AI quizzes are fully optimized for mobile screens, allowing you to study time series analysis while commuting or traveling.
How do I get the certificate?
Once you finish all 5 modules and pass the AI quizzes, you become eligible for the certificate. It is an optional paid add-on that you can easily attach to your resume or LinkedIn profile.
Are there any hidden fees for the lessons?
No, there are absolutely no hidden fees to access the educational content. You can watch every video and take every quiz for free, only paying if you decide you want the optional certificate.
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25 lessons, an AI tutor that never gets tired, and a certificate at the finish line. All you need is an hour a day.
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