Master Statistics for  Data science & Analytics

"Go from confused beginner to confident data professional. Learn the essential statistics for ML, Analytics, Bioinformatics and AI—no advanced math needed. Taught by IIM Ahmedabad grad with proven results."
video_camera_front
10 + Hours of video content
sticky_note_2
8 Modules, 55+ videos
Enroll Now for  ₹4,999  ₹999
assetassetassetasset
1000+ Happy learners
Across Udemy & other platforms
4.7+ average rating
starstarstarstarstar
asset

Who is this for ?

      1. - Aspiring Data Scientists
      2. - Business Analysts wanting to upskill
      3. - Students in Analytics/AI programs
      4. - Career switchers into data roles

What you'll be able to do?

      1. - Perform hypothesis testing on real datasets
      2. - Build and interpret regression models
      3. - Understand p-values and confidence intervals
      4. - Make data-driven decisions with confidence

Holi Festival Offer 

Course curriculum

8 Modules
|
50+ Lessons
|
10+ hours 
Module 1

Introduction to Statistics

  1. 1. What is Statistics? Why It’s Essential in Data Science

  3. 2. Types of Data: Qualitative vs Quantitative, Scales of Measurement (Nominal, Ordinal, Interval, Ratio)

  5. 3. Descriptive vs Inferential Statistics
Module 2

Descriptive Statistics

  1. 1. Measures of Central Tendency: Mean, Median, Mode
  2. 2. Measures of Dispersion: Range, Variance, Standard Deviation
  3. 3. Quartiles and Percentiles
  4. 4. Data Visualization Basics: Histograms, Box Plots, Scatter Plots
Module 3

Probability Basics

  1. 1. Introduction to Probability: Concepts and Rules
  2. 2. Conditional Probability 
  3. 3. Bayes' Theorem
Module 4

Probability Distributions

  2. 1. Discrete Probability Distributions:
  3. (Binomial, Poisson)
    • 2. Continuous Probability Distributions
    • (Normal, Exponential)
  4. 3. Central Limit Theorem (CLT)
Module 5

Inferential Statistics

  1. 1. Sampling and Sampling Techniques
  2. 2. Confidence Intervals
  3. 3. Hypothesis Testing Basics
    • Null and Alternative Hypotheses
    • Types of Errors (Type I & Type II)
    • p-Value and Significance Level
  4. 4. T-Tests and Z-Tests
  5. 5. Chi Square Tests
Module 6

Regression & Correlation

    1.  1. Correlation Coefficient (Pearson, Spearman)
    2. 2. Simple Linear Regression
    3.  Understanding Line of Best Fit
    4. Coefficient and R - Squared Value
    5. 3. Hands on exercise over Excel and R for Simple Linear Regression
    6. 4. Understanding the key Summary Statistics & It's Interpretation
Module 7

Multilinear Regression

      1. 1. Understanding Multilinear Regression
      2. 2. Hands on with Real Data on R Studio
      3. 3. Interpreting the key summary statistics from the output
      4. 4. Understanding the ANOVA table and it's interpretation
Module 8

Logistic Regression

      1. 1. Introduction Logistic Regression
      2. 2. Hands on with Real Data on R Studio
      3. 3. Interpreting the key summary statistics from the output
      4. 4. Understanding Confusion Matrix ( Accuracy, Precision, Recall)
      5. 5. Understanding the ROC Curve & AUC
      6. 6. Understanding Cost Matrix and Real Life application with actual problem
asset

Statistics for Data Science & Analytics

Instructed by Mandar Zarekar
CAT Quant 99 Percentiler & Post Graduate in Business Analytics from IIM Ahmedabad
check_circle
Additional Content with no extra cost
check_circle
Doubts and query support within 24 hours
check_circle
Lifetime Access
check_circle
Certificate of Completion
Enroll Now
Price increasing to Rs.1499 after Holi

Student's Testimonials

format_quote
Course was very pointed and sharp towards learning Statistics Required For Data Science. All of the concepts are covered with detail in very less time. Being M.Sc. in Statistics From Symbiosis, it was always my problem to differentiate between statistics actually required for data science and Use of Pure statistics. So this course made that point very clear for me. Thanking Mandar for giving such a great experience !!!
I
Ishant Jog
starstarstarstarstar
format_quote
This course is great, mandar sir teaches very well, and focuses on clearing the concepts first rather than just giving out formulas. VERY RESPONSIVE support for any doubts. The content was really good and explained well, Thankyou sir!I appreciate how you incorporate real-world examples into your teaching; it helps me understand the material better........i love this session..Thank you sir.
I
Swayamprakash Jena
starstarstarstarstar
format_quote
I appreciate how you incorporate real-world examples into your teaching; it helps me understand the material better........i love this session..Thank you sir.
S
Sunil Rathod
starstarstarstar
format_quote
great course!! the way of explaining each concept so precisely what makes the course worth every star i gave! keep up the good work. Assignments are great way to assess your learnings.
D
Devina Tak
starstarstarstarstar
format_quote
 Every sinlge minute spent here is worthy and money too.  I am dam sure you would too like it.
A
Aman Kaur
starstarstarstarstar
format_quote
Amazing how the instructor breaks down every piece of calculation to easily digestible pieces. Thank you
C
Cini Gekpe
starstarstarstar

Statistics for Data Science & Analytics

Ending in
00
days
00
hours
00
minutes
00
seconds
Enroll Now

Frequently Asked Questions

add_circle

Who is the instructor?

 Mr. Mandar Zarekar, IIM Ahmedabad alumnus & an educator for last 15 years. He has taught hundreds of students for the exams like CAT, GMAT, GRE , Campus Recruitment Tests and other several entrance and recruitment tests and teaching Business Statistics in some esteemed colleges as well.

add_circle

I am not good at Maths, not touched maths after school, will it help me?

Anyone who is interested to learn will surely be benefitted. As it is a self paced prerecorded course, you can go with your own speed and revise the concepts whenever you want.

add_circle

How long can I access the course?

It's a lifetime access, yes lifetime access as a part of limited time offer.

add_circle

In which language the course will be taught?

The course is completely in simple understandable english.

add_circle

To whom course is useful?

.The course is useful for students of Data Science , Business Analytics or Artificial Intelligence. As all these modern subjects work on data, and any data insight needs understanding of Statistics. In fact we also have students with Bioinformatics, Psychology and Health Science background enrolling for these courses

add_circle

What about my doubts and queries?

All the relevant doubts and queries will be replied within 24 hours.

add_circle

What if I want refund?

We are quite confident about our course, it will surely help you build your concept and change your approach towards the subject. Till date we have got 1000+  4.6+ star review on Udemy and other platforms for our all the courses, You can check it. So, don’t worry, if you are serious & eager to learn , our course will not disappoint you. It’s worth every single rupee you are spending. Still if anyone wants refund, we are sad to see you go, there is no refund for the course, you can cancel the subscription.

add_circle

I am facing problems in payment processing when buying this course, what to do?

You can email us on founder@mudraacareers.in with the payment related screenshot or message.

asset

Statistics for Data Science & Analytics

ondemand_video
10 + Hours of video content
stream
50+  Lessons
star
4.7+  Rating
Get the chance to learn from CAT Quant 99 percentiler & IIM Ahmedabad alumnus. Expert guidance with unbeatable price.

Limited Time Offer with Lifetime Access.

Register today.

Enroll Now

Learn With Mandar


Copyright © 2023 Mudraa Career Guidance Centre. All Rights Reserved.