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Free Inferential Statistics Course Online with a Certificate - 2026

Master data-driven decision-making with this inferential statistics free course. Learn probability, distributions, and sampling techniques to draw accurate conclusions from random data samples.

15 hours of learning

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Basics of Inferential Statistics

Key Highlights Of This Free Inferential Statistics Course

What You Will Learn

Welcome & Introduction

Learn more about the course content and upGrad here

Introduction
1 Lesson
Introduction

Basics of Inferential Statistics

Let us learn how to use a random sample data to describe and make inference about the population.

Central Limit Theorem
37 Lessons
7 Videos
6 Quiz
Introduction: Central Limit Theorem
Samples12:15
Preview
Preview12:15
Sampling Distributions07:56
Preview
Preview07:56
Properties of Sampling Distributions
Central Limit Theorem
Summary: Central Limit Theorem - Part I
Practice Questions - Part I
Estimating Mean Using CLT
Confidence Interval - Example
Practice Questions - Part II
Summary: Central Limit Theorem - Part II
Graded Questions: Central Limit Theorem
Applications of Sampling Methods
31 Lessons
10 Videos
1 Quiz
Introduction
Types of Sampling Methods
Uses of Sampling in Market Research
Uses of Sampling in Marketing Campaigns
Uses of Sampling in Pilot Testing
Uses of Sampling in Quality Control
Practice Questions
Inferential Statistics - Additional Resources
15 Lessons
7 Quiz
Basics of Probability
Joint Probability and Conditional Probability
Bayes' Theorem
Assessments I
Standardised Normal Distribution and Z- Score
Assessments II
Sampling Methods
Sampling and Estimation
Assessments III

upGrad Success Mantra

upGrad Success Mantra

Student Support
2 Lessons
2 Videos
Student Support
Career Support
2 Lessons
1 Video
Career Support
Career Progress
1 Lesson
Career Progress

Industry Immersion

Here's an overview of our experts, our industry-relevant projects, and the personalized coaching that we offer

Expert Faculty Members
1 Lesson
Xpert Profiles
Industry Projects
3 Lessons
2 Videos
Projects
Small Group Coaching
2 Lessons
1 Video
Small Group Coaching

Platform & Support

A close look at our robust platform and the support we can offer

Learning Platform
6 Lessons
4 Videos
360 degree learning experience
About our Platform
Student Mentors
Peer Interaction

Career Services

To give you an understanding of Career Services by upGrad and Data Science Landscape.

Personalized Impact
2 Lessons
1 Video
Succeding with upGrad
Career Mentorship
6 Lessons
Career Coach & Industry Mentor
Examples of Personalized Industry Mentorship
Career Transition
Industry Immersion Certificate
Career Centre & Alumni Benefits
2 Lessons
Career Centre & Hiring Initiatives
Alumni Network & Benefits

Inferential Statistics Course Certification

Earn and Share Your Certificate

Official & Verifiable

Receive a signed and verifiable e-certificate from upGrad upon successfully completing the course.

Share Your Achievement

Post your certificate on LinkedIn or add it your resume! You can even share it on Instagram or Twitter.

Stand Out to Recruiters

Use your certificate to enhance your professional credibility and stand out among your peers!

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BENEFITS OF FREE INFRENTIAL STATISTICS COURSE ONLINE

Mastering inferential statistics is crucial for anyone working with data. This Inferential Statistics online program gives you practical tools to analyze samples, estimate population parameters, and make informed predictions confidently. 

Key Benefits of Inferential Statistics Program: 

  1. Learn core concepts of statistical inference: Understand probability distributions, sampling, confidence intervals, and hypothesis testing, building blocks of every data-driven decision. 
  1. Apply statistical methods using real-world datasets: Learn to apply inference techniques to real-world problems using datasets from multiple domains, strengthening your analytical and interpretation skills. 
  1. Strengthen data-driven decision-making: Gain the ability to interpret patterns, test assumptions, and support conclusions with statistical evidence. 
  1. Earn a free Inferential Statistics certification: Validate your learning with a recognized certificate that demonstrates your analytical expertise to employers and strengthens your resume. 

Features of upGrad’s Free Inferential Statistics Course 

The Inferential Statistics free course by upGrad is designed to offer hands-on statistical training for learners aiming to excel in data science and analytics. With expert-led modules, practical assessments, and flexible learning, you can master complex concepts at your own pace. 

Key Features of Inferential Statistics Free Course: 

  1. 100% online and self-paced learning: Learn anytime, anywhere, with lifetime access to all study materials and resources. 
  1. Designed by data science experts: Gain insights from experienced statisticians and industry professionals who simplify core inferential concepts with real-world examples. 
  1. Practical case studies and exercises: Apply what you learn through guided examples, assignments, and projects that simulate real-world business data challenges. 
  1. Covers complete Inferential Statistics syllabus: From probability and sampling to hypothesis testing and confidence intervals, the course includes every essential topic needed for strong statistical understanding. 
  1. Opportunity to earn a free Inferential Statistics certification online: Upon completion, receive a verified certificate showcasing your knowledge and practical expertise in statistical inference. 

Skills You’ll Learn in Free Inferential Statistics Course 

This Inferential Statistics training online builds both conceptual clarity and analytical confidence. By the end of the course, you’ll be equipped with essential statistical techniques used in business, economics, research, and data science. 

Key Skills You’ll Develop: 

  1. Hypothesis Testing and Confidence Intervals: Learn to test assumptions, compare means and proportions, and interpret results statistically with real-world datasets. 
  1. Sampling Methods and Probability Distributions: Understand how to draw accurate conclusions about large populations using small samples and probability models. 
  1. Estimation and Prediction Techniques: Master how to make reliable predictions based on sample data and assess uncertainty using confidence intervals. 
  1. Data Interpretation and Decision-Making: Strengthen your ability to use statistical evidence for informed business and research decisions. 
  1. Practical Application of Statistical Tools: Learn to use essential tools (like Excel, R, or Python basics) for performing inferential analysis efficiently. 

Who Should Enroll in This Free Inferential Statistics Course? 

This Inferential Statistics online course is ideal for learners who want to apply statistics in real-world decision-making, research, and data science roles. Whether you’re a beginner or a professional, this course provides essential analytical skills for all backgrounds. 

This Course is Perfect For: 

  1. Aspiring Data Scientists and Analysts: Build a strong foundation in inferential methods used in data modeling, analytics, and business intelligence. 
  1. Students and Academics: Strengthen your understanding of probability, hypothesis testing, and sampling for research and advanced studies. 
  1. Business and Finance Professionals: Apply statistical reasoning to make data-backed decisions, forecast trends, and evaluate strategies. 
  1. Researchers and Academicians: Use inferential tools to validate research findings and interpret experimental results with precision. 
  1. Anyone Seeking Statistical Literacy: Learn the core concepts of inference to understand real-world data patterns and decision-making frameworks.

What Makes This Course Different from Other Courses? 

Unlike basic tutorials, this Inferential Statistics Free Course offers a deep dive into advanced concepts like probability distributions, sampling methods, and the Central Limit Theorem, with a focus on practical applications. 

How We Compare to Other Platforms: 

Feature 

This Course (upGrad) 

Other Platforms 

Course Fee 

100% Free Inferential Statistics Course 

Often requires enrollment fees or paid access 

Lifetime Access 

Unlimited access to course content 

Access typically limited by time-limited subscriptions 

Certification 

Free certificate upon successful completion 

Certification often locked behind a paywall 

Real-World Relevance 

Focus on practical applications like sampling, probability, and hypothesis testing 

More theoretical with limited real-world examples 

Beginner-Friendly 

Designed for all levels of expertise, from beginners to advanced learners 

May require prior knowledge or assume a strong statistics background 

Job-Ready Skills 

Prepares you for roles in data analysis, research, and applied statistics 

Primarily focuses on academic theory rather than industry skills 

Frequently Asked Questions

1What is the Inferential Statistics course about?

The inferential statistics course online teaches you how to make data-driven decisions by analyzing sample data and drawing conclusions about larger populations. You’ll learn key concepts like hypothesis testing, confidence intervals, and probability, all designed to help you apply statistical reasoning in real-world scenarios. 

2Why should I learn Inferential Statistics?

This inferential statistics training online equips you with skills to interpret data, test hypotheses, and make informed decisions, essential for careers in data science, business analytics, research, and more. 

3How is this Inferential Statistics course online different from others?

Unlike many basic statistics courses, this inferential statistics online program combines theory with practical exercises and real-world examples. It’s 100% free, self-paced, and includes a certificate, making it both beginner-friendly and career-focused. 

4What topics are covered in the Inferential Statistics syllabus?

The inferential statistics syllabus includes sampling methods, probability distributions, hypothesis testing, confidence intervals, t-tests, ANOVA, and regression analysis. Each topic is explained with practical examples to help learners apply the concepts to real data. 

5How long is the inferential statistics course?

This course is designed to be completed in 15 hours, but with lifetime access to the course material, you can revisit the lessons anytime to reinforce your understanding or refresh your knowledge as needed.

6Is the inferential statistics free certification recognized by employers?

While this certification is not a formal academic credential, it provides practical and job-ready skills that are highly valued across industries. Employers in data analysis, research, marketing, and business decision-making will recognize your proficiency in inferential statistics when you showcase this certificate.

7Will I receive a certificate after completion?

Yes, upon successfully completing this inferential statistics course online, you will receive a verified inferential statistics certification online. This certificate validates your skills and can be added to your resume or LinkedIn profile.

8Is this Inferential Statistics training online self-paced?

Yes, this inferential statistics online program is fully self-paced, allowing you to study anytime and anywhere. You can revisit modules and exercises as often as needed to reinforce your understanding. 

9Can I access the materials after finishing the course?

You will have lifetime access to all inferential statistics classes and course materials. This means you can review lessons, practice exercises, and refresh concepts anytime after completing the course. 

10Does this Inferential Statistics online program include quizzes or projects?

Yes, the inferential statistics training online includes practical exercises, quizzes, and real-world examples to help you apply your knowledge and strengthen your statistical reasoning skills.

11Who can enroll in this Inferential Statistics free course?

Anyone interested in data analysis, research, or analytics can join this inferential statistics free course. It’s perfect for students, working professionals, and beginners looking to gain hands-on statistical skills. 

12What is the Inferential Statistics course eligibility?

The inferential statistics course eligibility is open to all learners. No prior experience in statistics or programming is required, making it accessible for beginners and professionals alike. 

13Do I need prior math or programming knowledge to enroll?

No, you don’t need prior knowledge. This inferential statistics course online starts with fundamental concepts and gradually moves to applied exercises, making it suitable for anyone looking to build a strong statistical foundation. 

 

14What can I do after completing this Inferential Statistics program?

After completing this inferential statistics online program, you gain a strong foundational understanding of statistical inference and data analysis. While this free course is ideal for learning core concepts, you can enhance your portfolio or LinkedIn profile by showcasing your inferential statistics certification online. You can also build on this knowledge by enrolling in upGrad's advanced analytics or data science programs to further develop skills for professional growth.

15How does the certification help in a data science or analytics career?

The inferential statistics certification online showcases your ability to analyze data and make data-driven decisions. It adds credibility to your resume and helps you stand out in analytics, research, and business intelligence roles. 

16Can I continue with advanced statistics or data analytics programs on upGrad?

Yes, completing this inferential statistics course online provides a strong foundation to pursue advanced statistics, machine learning, or data analytics programs on upGrad, enabling you to further enhance your career skills.

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