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Statistics for Data Science and Business Analysis Bootcamp

Master Probability and Statistics from Scratch, Learn Distributions, Hypothesis Testing, ANOVA, Chi-Square with examples

Instructed by Vijay Gadhave

$16 $20 20% off

6 days left at this price! Buy Now

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Full Access to this course
Play & Pause Videos
High Quality Recorded Lectures 24
Learn Online from Mobile/PC/Tablet
Download Course for Offline Viewing
Inlcudes Real Projects
Lifetime access & free updates
Certificate of Completion
Free Instructor Support

$19 /month

Buy Subscription See all plans
  • Access to all marketplace courses
  • Access to all new courses
  • Play & Pause Videos
  • High Quality Recorded Lectures
  • Learn Online from Mobile/PC/Tablet
  • Download Course for Offline Viewing
  • Inlcudes Real Projects
  • Certificate of Completion
  • Free Instructor Support

$199 /month

Buy Subscription See all plans
  • Access to all marketplace courses
  • Access to all new courses
  • Play & Pause Videos
  • High Quality Recorded Lectures
  • Learn Online from Mobile/PC/Tablet
  • Download Course for Offline Viewing
  • Inlcudes Real Projects
  • Certificate of Completion
  • Free Instructor Support
  • Understand the Fundamentals of Statistics
  • Understand the basics of Probability
  • Learn how to work with Different Types of Data
  • Distinguish and work with Different Types of Distributions
  • Apply statistical methods and hypothesis testing to business problems
  • Understand all the concepts needed for data science
  • Understand the working of Regression Analysis
  • mplement one way and two way ANOVA
  • Learn Chi-Square Analysis

If you are starting a career in Data Science or Business Analysis, then this course will help you to Built a Strong Foundation

This course is Very Practical, Easy to Understand and Every Concept is explained with an example

I have specifically included real-world examples to show, how you could apply this knowledge to boost YOUR career


We'll cover everything you need to know about statistics and probability for Data Science and Business Analysis!


1) Levels of Measurement

2) Measures of Central Tendency

3) Population and Sample

4) Population Standard Variance

5) Quartiles and IQR

6) Permutations,Combinations

7) Intersection, Union and Complement

8) Independent and Dependent Events

9) Conditional Probability

10) Bayes’ Theorem

11) Uniform Distribution, Binomial Distribution

12) Poisson Distribution, Normal Distribution, Skewness

13) Standardization and Z Score

14) Central Limit Theorem

15) Hypothesis Testing, Type I and Type II Error

16) Students T-Distribution

17) ANOVA - Analysis of Variance

18) F Distribution

19) Linear Regression and much more...

So what are you waiting for?

Enroll now and empower your career!

  • Basic knowledge of high school Mathematics
  • People who want to pursue their career in Data Science
  • Business Intelligence
  • Business analysis
  • Business executives
  • Anyone who wants to learn Statistics and how to use it in Business World
View More...

Section 1 : Unpublished Section

  • Lecture 1 :

Section 2 : Statistic Basics

  • Lecture 1 :
  • Data
  • Lecture 2 :
  • Levels of Measurement
  • Lecture 3 :
  • Measures of Central Tendency
  • Lecture 4 :
  • Population and Sample
  • Lecture 5 :
  • Measures of Dispersion
  • Lecture 6 :
  • Quartiles and IQR

Section 3 : Probability

  • Lecture 1 :
  • Introduction to Probability
  • Lecture 2 :
  • Permutations
  • Lecture 3 :
  • Combinations
  • Lecture 4 :
  • Intersection, Union and Complement
  • Lecture 5 :
  • Independent and Dependent Events
  • Lecture 6 :
  • Conditional Probability
  • Lecture 7 :
  • Addition and Multiplication Rules
  • Lecture 8 :
  • Bayes’ Theorem

Section 4 : Distribution

  • Lecture 1 :
  • Introduction to Distribution
  • Lecture 2 :
  • Uniform Distribution
  • Lecture 3 :
  • Binomial Distribution
  • Lecture 4 :
  • Poisson Distribution
  • Lecture 5 :
  • Skewness
  • Lecture 6 :
  • Standardization and Z Score

Section 5 : Central Limit Theorem

  • Lecture 1 :
  • Central Limit Theorem

Section 6 : Hypothesis Testing

  • Lecture 1 :
  • Hypothesis Testing and Hypothesis Formulation
  • Lecture 2 :
  • Important Concepts in Hypothesis Testing
  • Lecture 3 :
  • Exercise 1
  • Lecture 4 :
  • Exercise 2
  • Lecture 5 :
  • Type I and Type II Error
  • Lecture 6 :
  • Students T-Distribution
  • Lecture 7 :
  • Exercises on Students T-Distribution

Section 7 : ANOVA - Analysis of Variance

  • Lecture 1 :
  • ANOVA - Analysis of Variance
  • Lecture 2 :
  • F Distribution
  • Lecture 3 :
  • One-Way ANOVA
  • Lecture 4 :
  • Two-Way ANOVA
  • Lecture 5 :
  • Two-Way ANOVA Exercise
  • Lecture 6 :
  • Two-Way ANOVA with Replication

Section 8 : Regression Analysis

  • Lecture 1 :
  • Linear Regression
  • Lecture 2 :
  • Exercise on Linear Regression
  • Lecture 3 :
  • Multiple Regression

Section 9 : Chi-Square Analysis

  • Lecture 1 :
  • Chi-Square Test
  • 1. How do i access the course after purchase?

    Once you purchase a course (Single course or Subscription), you will be able to access the courses instantly online by logging into your account. Use the user name & password that you created while signing up. Once logged in, you can go to the "My Courses" section to access your course.
  • 2. Are these video based online self-learning courses?

    Yes. All of the courses comes with online video based lectures created by certified instructors. Instructors have crafted these courses with a blend of high quality interactive videos, lectures, quizzes & real world projects to give you an indepth knowledge about the topic.
  • 3. Can i play & pause the course as per my convenience?

    Yes absolutely & thats one of the advantage of self-paced courses. You can anytime pause or resume the course & come back & forth from one lecture to another lecture, play the videos mulitple times & so on.
  • 4. How do i contact the instructor for any doubts or questions?

    Most of these courses have general questions & answers already covered within the course lectures. However, if you need any further help from the instructor, you can use the inbuilt Chat with Instructor option to send a message to an instructor & they will reply you within 24 hours. You can ask as many questions as you want.
  • 5. Do i need a pc to access the course or can i do it on mobile & tablet as well?

    Brilliant question? Isn't it? You can access the courses on any device like PC, Mobile, Tablet & even on a smart tv. For mobile & a tablet you can download the Learnfly android or an iOS app. If mobile app is not available in your country, you can access the course directly by visting our website, its fully mobile friendly.
  • 6. Do i get any certification after completing the course?

    Yes. Once you succesfully complete any course on Learnfly marketplace, you get a certiifcate of course completion emailed to you within 24 hours with your name & the Learnfly badge. You can definately brag about it & share it on your social media or with friends as one of your achievement. Click here to view the sample certificate Click Here
  • 7. For how long can i access my course after the purchase?

    If you buy a single course, that course is accessible to you for a lifetime. If you go for a premium subcription, you can access all the courses on Learnfly marketplace till your subscription is Active.
  • 8. Whats the difference between Single Course Purchase & Go Premium option?

    With Single Course Purchase, you only get an access of one single course. Whereas, with premium monhtly or annual subscription, you can access all the existing or new courses on learnfly marketplace. You can decide what option suits you the best and accordingly you can make your purchase.
  • 9. Is there any free trial?

    Currently, we don't have any free trial but it may be available in near future.
  • 10. What is the refund policy?

    We would hate you to leave us. However, if you are not satisfied, you can ask for a full refund within 30 days & we will be happy to assist you further.

Vijay Gadhave,

Hello Everyone, I am Vijay Gadhave. I am a Data Scientist. I have 5 plus years of experience in the field of Data Science. I have Professional experience of training students in the Field of Data Science and Software Development I am passionate about various fields of Data Science, Software Development and instructing  students/Professionals with the cutting edge technologies Regards, Vijay Gadhave
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