1000+ Courses for Free

  1. Great Learning
  2. Free Courses
  3. Machine Learning

Inferential Statistics

4.56
average rating

Ratings

Beginner

Level

1.5 Hrs

Learning hours

4.5K+

Learners

Enrol free with email

Earn a certificate of completion

blue-tick

Get free course content

blue-tick

Learn at your own pace

blue-tick

Master in-demand skills & tools

blue-tick

Test your skills with quizzes

Inferential Statistics

1.5 Learning Hours . Beginner

Enrol free with email

Skills you’ll Learn

Data Collection
Statistical Analysis
Probability
Central Limit Theorem
Hypothesis Testing
Chi-Square Test

About this course

Statistics is one of the most important fundamental components that sees its usage in almost all of the domains that use metrics of sorts. Inferential statistics is a popular division in the world of statistics that deals with making inferences about experiments at hand and/or with trackable metrics. The advantage is this, inferential statistics can process numerical data and categorical data with ease. This makes its usage seep into domains and whip up applications that we never thought of before. Since it is a key component of many other domains and a vital part of statistics itself, we here at Great Learning have come up with this course to help you get started with all the fundamentals and to help you build your skillsets in statistics.
 

Why upskill with us?

check circle outline
1000+ free courses
trending up
In-demand skills & tools
access time
Free life time Access

Course Outline

Introduction to Statistics

Statistics is the discipline of science that deals with studying the collection of data, analyzing, interpreting, and presenting empirical data. It explores the variation in the set of data.

Data Collection for Statistics

Statistics uses many approaches to collect the data for statistical analysis. Direct observation, Experiments, and surveys are the most popular methods to obtain data for statistical analysis. The survey collects data from people through Gallup polls, pre-election polls, marketing surveys, and other forms. 

Types of Statistical Analysis

Descriptive Statistical analysis deals with organizing and interpreting data using graphical and numerical methods, such as Inferential Statistical Analysis, Predictive Analysis, Prescriptive Analysis, Casual Analysis, Mechanistic Analysis are the standard statistical analysis techniques used in Descriptive Statistics.

Deep Dive into Inferential Statistics
Probability and Central Limit Theorem
Understanding Hypothesis Testing

This module starts by explaining what hypothesis testing is. Further, you will learn about two types of hypothesis testing, the process involved in it, and the crucial terms one must know in hypothesis testing in detail.

 

Chi Square Test and ANOVA

Earn a certificate of completion

blue-tick

Get free course content

blue-tick

Learn at your own pace

blue-tick

Master in-demand skills & tools

blue-tick

Test your skills with quizzes

Inferential Statistics

1.5 Learning Hours . Beginner

Enrol free with email
upgread img UPGRADE

Recommended university programs

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/mit-idss.png university img

MIT IDSS

Data Science and Machine Learning Program

12 weeks  • Online

View Program

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/mit.png university img

MIT Professional Education

No Code AI and Machine Learning: Building Data Science Solutions

12 Weeks  • Online

Learn from MIT Faculty

View Program

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/mit.png university img

MIT Professional Education

Applied Data Science Program

12 Weeks  • Live Virtual

View Program

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/hopkins-card-img.png university img

Johns Hopkins University

Certificate Program in Applied Generative AI

16 weeks  • Online

View Program

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/texas-austin.png university img

McCombs School of Business at The University of Texas at Austin

PG Program in Artificial Intelligence and Machine Learning: Business Applications

7 months  • Online

View Program

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/texas-austin.png university img

McCombs School of Business at The University of Texas at Austin

PG Program in Data Science and Business Analytics

7 Months  • Online

View Program

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/texas-austin.png university img

McCombs School of Business at The University of Texas at Austin

PG Program in Cloud Computing: Leveraging GenAI

6 months  • Online

360° Cloud Learning

View Program

img icon UNIVERSITY
https://d1vwxdpzbgdqj.cloudfront.net/s3-public-images/page-banners/home/univ-logos/hopkins-card-img.png university img

Johns Hopkins University

Certificate Program in AI Business Strategy

10 weeks  • Online

View Program

Trusted by 10 Million+ Learners globally

star

4.8
star

4.89
star

4.94
star

4.7

Learner reviews of the free Machine Learning course

4.56
★★★★
★ ☆
★
★
★
★
★
74%
★
★
★
★
☆
16%
★
★
★
☆
☆
7%
★
★
☆
☆
☆
0%
★
☆
☆
☆
☆
3%
Reviewer Profile
Vishal Randhawa

5.0

★★★★ ★
Engaging and Well-Structured Course
I really enjoyed how the curriculum was well-organized and easy to follow. The quizzes and assignments provided a great way to test my understanding. The practical tools and skills covered were highly relevant, and the depth of the topics was just right. Overall, it was a rewarding learning experience that kept me engaged throughout.

Become a skilled professional with Premium courses

Gain work-ready skills with guided projects, top faculty and AI tools, all at an affordable price.

img icon PREMIUM
Master Data Science & Machine Learning in Python
136 coding exercises 6 projects
Master Data Science & Machine Learning in Python
17 hrs
$90 $180

View Course

img icon PREMIUM
Master Python programming
51 coding exercises 3 projects
Master Python programming
11.5 hrs
$40 $80

View Course

img icon PREMIUM
Master Data Analytics in Excel
2 projects
Master Data Analytics in Excel
5.5 hrs
$40 $80

View Course

img icon PREMIUM
Master Generative AI
10 coding exercises 3 projects
Master Generative AI
8.5 hrs
$90 $180

View Course

img icon PREMIUM
Master Data Analytics in SQL & Excel
39 coding exercises 4 projects
Master Data Analytics in SQL & Excel
8.5 hrs
$60 $120

View Course

img icon PREMIUM
Master Data Analytics in SQL
39 coding exercises 2 projects
Master Data Analytics in SQL
4 hrs
$40 $80

View Course

img icon PREMIUM
Complete IELTS Preparation Course
Complete IELTS Preparation Course
11 hrs
img icon PREMIUM
Complete TOEFL Preparation Course
Complete TOEFL Preparation Course
6.5 hrs
img icon PREMIUM
Complete Duolingo English Test (DET) Preparation Course
Complete Duolingo English Test (DET) Preparation Course
7 hrs

Recommended Free Machine Learning courses

img icon FREE
Bias Variance Tradeoff
star   4.59 1.2K+ learners
Bias Variance Tradeoff
0.5 hr

View Course

img icon FREE
Support Vector Machines
star   4.53 2.8K+ learners
Support Vector Machines
1 hr

View Course

img icon FREE
Hierarchical Clustering
star   4.52 2K+ learners
Hierarchical Clustering
1 hr

View Course

img icon FREE
Google Colab Python
star   4.52 13.4K+ learners
Google Colab Python
1 hr

View Course

Similar courses you might like

img icon FREE
Statistics for Data Science
star   4.58 67.3K+ learners
Statistics for Data Science
7.5 hrs

View Course

img icon FREE
Statistical Methods for Decision Making
star   4.44 62.3K+ learners
Statistical Methods for Decision Making
2 hrs

View Course

img icon FREE
Measures of Central Tendency
star   4.43 3.6K+ learners
Measures of Central Tendency
1.5 hrs

View Course

img icon FREE
Statistical Learning
star   4.49 15K+ learners
Statistical Learning
2.5 hrs

View Course

Related Machine Learning Courses

50% Average salary hike
Explore degree and certificate programs from world-class universities that take your career forward.
Personalized Recommendations
checkmark icon
Placement assistance
checkmark icon
Personalized mentorship
checkmark icon
Detailed curriculum
checkmark icon
Learn from world-class faculties

Popular Topics to Explore

Free Machine Learning Courses
Free Data Analytics Courses
Free Statistics Courses
Free ChatGPT Courses
Free AI Courses
Free Data Science Courses
Free Microsoft Excel Courses
Free Python Courses

Relevant Career Paths >

Enrol for Free