Statistics for Business Analytics and Data Science A-Z (Udemy.com)

Learn The Core Stats For A Data Science Career. Master Statistical Significance, Confidence Intervals And Much More!

Created by: Kirill Eremenko

Produced in 2021

icon
What you will learn

  • Understand what a Normal Distribution is
  • Understand standard deviations
  • Explain the difference between continuous and discrete variables
  • Understand what a sampling distribution is
  • Understand the Central Limit Theorem
  • Apply the Central Limit Theorem in practice
  • Apply Hypothesis Testing for Means
  • Apply Hypothesis Testing for Proportions
  • Use the Z-Score and Z-Tables
  • Use the t-Score and t-Tables
  • Understand the difference between a normal distribution and a t-distribution
  • Understand and apply statistical significance
  • Create confidence intervals
  • Understand the potential pitfalls of overusing p-Values

icon
Quality Score

Content Quality
/
Video Quality
/
Qualified Instructor
/
Course Pace
/
Course Depth & Coverage
/

Overall Score : 86 / 100

icon
Course Description

If you are aiming for a career as a Data Scientist or Business Analyst then brushing up on your statistics skillsis something you need to do.

But it's just hard to get started... Learning / re-learningALLof stats just seems like a daunting task.

That's exactly why Ihave created this course!

Here you will quickly get the absolutely essential stats knowledge for a Data Scientist or Analyst.

This is notjust another boring course on stats.

This course is very practical.

I have specifically included real-world examples of business challenges to show you how you could apply this knowledge to boost YOUR career.

At the same time you will master topics such as distributions, the z-test,the Central Limit Theorem, hypothesis testing, confidence intervals, statistical significanceand many more!

So what are you waiting for?

Enroll nowand empower your career!
Who this course is for:
Anybody who wants to master stats for business analyticsAnybody who wants to learn stats from the ground upAnybody who wants to get hands-on experience with stats

icon
Instructor Details

Kirill Eremenko

My name is Kirill Eremenko and I am super-psyched that you are reading this!
Professionally, I am a Data Science management consultant with over five years of experience in finance, retail, transport and other industries. I was trained by the best analytics mentors at Deloitte Australia and today I leverage Big Data to drive business strategy, revamp customer experience and revolutionize existing operational processes.
From my courses you will straight away notice how I combine my real-life experience and academic background in Physics and Mathematics to deliver professional step-by-step coaching in the space of Data Science. I am also passionate about public speaking, and regularly present on Big Data at leading Australian universities and industry events.
To sum up, I am absolutely and utterly passionate about Data Science and I am looking forward to sharing my passion and knowledge with you!

icon
More courses by Kirill Eremenko

Machine Learning A-Z [2026]: ML, DL, AI with AWS, Python & R

$159.99

Deep Learning A-Z: Hands-On Artificial Neural Networks

$11.99

Python A-Z: Python For Data Science With Real Exercises!

$11.99

Power BI A-Z: Hands-On Power BI Training For Data Science!

$11.99

Machine Learning Practical: 6 Real-World Applications

$11.99

Data Science A-Z: Real-Life Data Science Exercises Included

$11.99

icon
More data science courses

The Data Scientist's Toolbox

Free

Introduction to Big Data

Free

Python Programming: A Concise Introduction

Free

Algorithms, Part II

Free

Introduction to Probability and Data

Free

Data Science Methodology

Free

icon
Reviews

4.3

312 total reviews

5 star 4 star 3 star 2 star 1 star
% Complete
% Complete
% Complete
% Complete
% Complete

By Akshay on 11/14/2020

Very good explanation with practical examples!! Thank you Kirill :)

By Melissa Thurmond on 11/7/2020

The facilitator has a tendency to talk too much with his mouse which can be very distracting

By Sourav Ganguly on 11/7/2020

learnt about a new tool - RVLS. thanks!!

By Amnard Lungsun on 11/7/2020

If you are a person who want to know why to be that and where theory come from. this course will answer your question by doing the simple thing and point why it didn't work and told that the reason why people doing this instead

By Pawan Kumar on 11/1/2020

Great course and examples

By John saunders on 10/27/2020

I was looking for a course to refresh my memory of stats. The learning objectives and course content appears to cover exactly what was in my 200 level college course.

By Paulo Saraiva on 10/23/2020

Up to this point, it is what I was expecting.

By Luis Daniel Tostado Jimnez on 10/13/2020

Excelente curso

By Srishtiraj Saxena on 10/9/2020

It was a great experience

By Rajashekher Chandragiri on 10/8/2020

Good explanations by examples. Thank you

By Kristoffer Sveen Vetvik on 10/3/2020

could move a little faster

By Teboho Mofurutsi on 10/2/2020

It was a good course considering that I have forgotten some of the fundamentals of statistics. Good for people who do not have a statistical knowledge.