Learn Statistical Analysis Online: Free Course with AI Tutor & Certificate
This free statistical analysis course online takes about 5 hours to complete across 9 modules and 43 video lessons. You'll start with an Introduction to Statistics and move through probability, regression, and data visualization. By the end, you'll be ready to analyze complex datasets and build predictive models.
What you'll learn in this Statistical Analysis course
Five concrete outcomes you'll walk away with, each mapped to modules in the curriculum below.
Understand the fundamentals of statistical analysis.
Apply descriptive statistics to analyze and summarize data.
Perform hypothesis testing and interpret the results.
Conduct correlation and regression analysis to examine relationships between variables.
Design and analyze experiments using different statistical techniques.
Utilize nonparametric methods for data analysis.
Analyze time series data and make forecasts.
Create effective data visualizations to communicate insights.
Use statistical software such as Excel, SPSS, R, and Python for data analysis.
Statistical Analysis course syllabus
01 Introduction to Statistical Analysis
- Introduction to Statistics
- Types of Data
- Descriptive Statistics
- Measures of Central Tendency
- Exploratory Data Analysis
02 Probability and Distributions
- Introduction to Probability
- Probability Distributions
- Normal Distribution
- Binomial Distribution
- Sampling Distributions
03 Statistical Inference
- Hypothesis Testing
- Confidence Intervals
- Type I and Type II Errors
- P-values and Significance Levels
- Power and Sample Size
04 Correlation and Regression Analysis
- Correlation Analysis
- Simple Linear Regression
- Multiple Linear Regression
- Assumptions of Regression Analysis
- Regression Diagnostics and Model Fit
05 Experimental Design and Analysis
- Introduction to Experimental Design
- Randomized Controlled Trials
- Factorial Designs
- Analysis of Variance (ANOVA)
- Post-hoc Tests and ANCOVA
06 Nonparametric Methods
- Introduction to Nonparametric Statistics
- Mann-Whitney U Test
- Wilcoxon Signed-Rank Test
- Kruskal-Wallis Test
- Chi-Square Test of Independence
07 Time Series Analysis
- Introduction to Time Series
- Components of Time Series
- Seasonal Analysis
- Forecasting Techniques
08 Data Visualization
- Introduction to Data Visualization
- Bar Charts and Histograms
- Scatter Plots and Box Plots
- Heatmaps and Treemaps
09 Statistical Software
- Introduction to Statistical Software
- Excel for Statistical Analysis
- SPSS for Statistical Analysis
- R for Statistical Analysis
- Python for Statistical Analysis
Real-world projects you'll work on
Practice the exact kind of work Statistical Analysis professionals do on the job.
Data-driven Decision Making: Analyzing Customer Behavior for Market Expansion - Theme: Top Global E-commerce Giant
Optimizing Supply Chain Efficiency: Statistical Analysis for Inventory Management - Theme: Leading Logistics Startup
Predictive Analytics for Customer Retention: Leveraging Statistical Techniques in Telecom Industry - Theme: Global Telecommunications Company
Improving User Experience: Statistical Analysis for Website Optimization - Theme: Innovative Tech Startup
Skills you'll gain
Add these to your LinkedIn profile and resume the day you finish.
Who should take this Statistical Analysis course?
And exactly what you need before starting (spoiler: almost nothing).
This course is for
- Students looking to build a strong foundation in data science and analytics.
- Working professionals who want to make data-driven decisions in marketing or operations.
- Career switchers aiming for entry-level data analyst or business intelligence roles in India.
- Founders and managers who need to interpret business metrics and optimize supply chains.
Prerequisites
- No prior statistical knowledge is required to begin this course.
- Basic familiarity with high school level mathematics is helpful.
- A computer or smartphone with a stable internet connection.
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 Analysis course: free, structured and job-focused
This free statistical analysis program offers 5 hours of focused learning, paired with an optional paid certificate. You'll master the fundamentals through 9 structured modules, starting with Introduction to Statistical Analysis. From there, the curriculum covers Probability and Distributions, Statistical Inference, and Correlation and Regression Analysis. You'll also learn Experimental Design and Analysis, Nonparametric Methods, Time Series Analysis, Data Visualization, and how to use Statistical Software like Excel, Python, and R.
You'll apply these concepts through four hands-on projects based on real industry scenarios. For example, you'll analyze customer behavior for a global e-commerce giant and optimize supply chain efficiency for a leading logistics startup. You'll also build predictive analytics models for customer retention in the telecom sector and improve user experience for an innovative tech startup. These practical tasks ensure you know how to perform hypothesis testing, forecast time series data, and make data-driven decisions.
LearnTube makes mastering this statistical data analysis course easy and interactive. Every topic pairs curated YouTube video lessons with an AI tutor that tests your knowledge. You get a quick quiz after every lesson to check your understanding. Learning is completely free, and you can add a verified paid certificate at the end to show employers your new skills. With 60,000+ learners and 900+ hiring partners on the platform, you'll be in great company.
Jobs you can target after learning Statistical Analysis
Statistical Analysis is a gateway skill for some of the fastest-growing roles in tech.
Cleans, analyzes, and visualizes datasets to help companies make informed business decisions.
Uses statistical software to track performance metrics and build dashboards for management.
Evaluates campaign performance and customer behavior using regression and correlation analysis.
Optimizes supply chains and internal processes through experimental design and data forecasting.
Typical entry-level salary ranges in India as of August 2026. Actual compensation varies by city, company and experience.
Earn a Statistical Analysis 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 Analysis course.
What job roles does this statistical analysis training lead to?
You can pursue roles like data analyst, marketing analyst, or business intelligence analyst. Entry-level salaries in India for these positions typically range from ₹3.5 to ₹7.0 LPA depending on your specific skills and the hiring company.
Is this statistics course online entirely self-paced?
Yes. All 43 video lessons are pre-recorded and available on demand. You can study at your own speed, take breaks whenever you need, and complete the 5 hours of content around your personal schedule.
How long does it take to learn statistical analysis?
This specific program takes about 5 hours to finish. You will work through 9 modules covering everything from probability distributions to time series analysis, followed by short quizzes to test your memory.
What will I be able to build after taking this class?
You will be able to run hypothesis tests, forecast time series data, and create effective data visualizations. The course includes four projects where you analyze customer behavior and optimize supply chain efficiency using real-world scenarios.
Can I complete the statistical data analysis training on my phone?
Yes, the LearnTube platform is fully mobile-friendly. You can watch the curated video lessons, chat with the AI tutor, and complete your lesson quizzes from any smartphone with an internet connection.
Do I have to pay for the statistical analysis certification?
The learning content, videos, and quizzes are completely free. If you want the official certificate to share on your resume or LinkedIn profile, it is available as an optional paid add-on once you finish.
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43 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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