Learn Statistical Modelling Online: Free Course with AI Tutor & Certificate
Data teams struggle to predict future trends without a mathematical foundation. This free statistical modeling course teaches you how to analyze data patterns in just about 4 hours. Across 5 modules and 25 video lessons, you'll master probability, regression, and time series analysis to make accurate business predictions.
Statistical Modelling 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 Statistical Modelling course?
And exactly what you need before starting (spoiler: almost nothing).
This course is for
- Data science beginners who want to understand the math behind machine learning algorithms.
- Working analysts looking to upgrade their skills with advanced statistical modelling training.
- Career switchers in India preparing for quantitative roles in finance or tech.
- Students needing a structured statistical modeling tutorial to pass university exams.
Prerequisites
- A basic understanding of high school level mathematics and algebra is required.
- Familiarity with descriptive statistics like mean, median, and variance is helpful.
- No prior programming experience is strictly necessary for this conceptual course.
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 Statistical Modelling course: free, structured and job-focused
Businesses generate massive amounts of data, but raw numbers don't tell you what will happen next. To forecast sales or understand customer behavior, analysts need a solid mathematical foundation. This statistical modeling course teaches you how to interpret complex datasets and build predictive models that drive real business decisions. You'll start with an introduction to probability theory and its applications before moving through 5 structured modules.
Over about 4 hours of content, you'll master Probability and Distribution, Statistical Inference, Regression Analysis, Time Series Analysis, and Bayesian Modelling. These 25 video lessons cover the exact mathematical and statistical modelling techniques data scientists use every day to find patterns in noise. By the end of the training, you'll know how to validate hypotheses and forecast future trends with confidence.
LearnTube makes mastering the basics of statistical modeling simple and highly interactive. The platform organizes top YouTube tutorials into a logical path, completely free to learn. An AI tutor steps in after every video to test your knowledge with quick quizzes, ensuring you actually retain the material. If you want to prove your new skills to our 900+ hiring partners, you can upgrade to add a verified statistical modelling certification to your resume at the end.
Jobs you can target after learning Statistical Modelling
Statistical Modelling is a gateway skill for some of the fastest-growing roles in tech.
Cleans and interprets datasets to help businesses make informed decisions.
Applies mathematical models to financial and risk management data.
Builds predictive models and algorithms to solve complex business problems.
Typical entry-level salary ranges in India as of August 2026. Actual compensation varies by city, company and experience.
Earn a Statistical Modelling 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 Statistical Modelling course.
What are the statistical modeling course fees?
The learning content is entirely free. You can watch all 25 video lessons and take the AI quizzes without paying anything. You only pay a small fee if you choose to claim the optional verified certificate at the end.
How does this differ from watching plain YouTube videos?
This platform organizes scattered videos into a structured 5-module path. Instead of guessing what to watch next, you get a logical syllabus. An AI tutor also gives you quizzes after every video to test your understanding.
Will I get a statistical modelling certification?
Yes. While the learning is free, you can purchase an optional certificate once you complete all modules. This certificate can be added to your LinkedIn profile or resume to show employers your new data analysis skills.
Do I need to install any specific software?
No special software is required to start. This is a conceptual and mathematical course focused on theory and formulas. You can practice the core equations using a standard spreadsheet tool or basic calculator.
Is this a good statistical modeling for beginners course?
Yes. The first module starts with an introduction to probability theory and its applications. It builds your foundational knowledge before moving into more complex topics like regression analysis and Bayesian modelling.
How long does it take to complete the training?
The course contains about 4 hours of video material. Because it is completely self-paced, you can finish it in a single weekend or spread the 25 lessons out over a few weeks easily.
Learners also explore these free courses
Pair Statistical Modelling with a complementary skill to stand out even more.
Start learning Statistical Modelling today, for free
25 lessons, an AI tutor that never gets tired, and a certificate at the finish line. All you need is an hour a day.
Start Learning Free