Machine Learning Tutorial Chap 2| Part-2 Inferential Statistics | Rohit Ghosh | GreyAtom
Channel: GreyAtom EduTech
Date: 17/05/2019

Get access to FREE Data Science courses, projects, e-books, and more... 
Start learning now! 👉 https://bit.ly/3009dgI

Welcome to the #DataScienceFridays Rohit Ghosh, a deep learning scientist, and an Instructor at GreyAtom will take us through Inferential Statistics for data science through a simple introduction series. 

Inferential statistics is a way to learn from data. It allows you to make predictions or inferences from the data. It is a tool in Machine Learning that uses a set of observations to discover underlying processes or patterns, then predict it.

Study Inferential Statistics in Machine Learning through this simple introduction for beginners. 

This is the 2nd in 7 videos about Inferential Statistics in Machine Learning. 

In this video, we will explore ‘Probability Distributions’ in Inferential Statistics.

Complete Playlist for the Course: https://bit.ly/2Q1zvK6


After completing our 7-part Series on Inferential Statistics, you will be able to do the following

- Learn what is Inferential Statistics and why is it useful
- Learn what is z-score and how it can be applied
- Understand point-estimates and confidence intervals
- Understand Hypothesis testing and related concepts
- Learn one-sample and two-sample t-test, Chi-Squared Goodness-Of-Fit Test, and ANOVA

Here’s the full syllabus of our 7-part video tutorial on Inferential Statistics in Machine Learning for beginners:

Introduction to Probability 
Basic Probability
Conditional Probability
Normal Distribution
Standard Deviation
Introduction to Inference
Sample Mean & Population Mean
Statistical Inference
Central Limit Theorem
Confidence Intervals
Hypothesis Testing
Type I and Type II error
Chi-squared Goodness of fit test


#machinelearningtutorial #inferentialstatistics #DataScience101 #Greyatom


Please feel free to post your doubts, questions, feedback in the Comments section and we will sure to get back to you. 

To get notified about our latest content, subscribe now to our YouTube channel:
https://www.youtube.com/channel/UCthaqrp0wMlP6tOC7XfjVuw?sub_confirmation=1

To stay updated with the latest trends, visit:
Facebook: https://www.facebook.com/GreyAtomSchool
​​Twitter: https://www.twitter.com/GreyAtomschool
​​LinkedIn: https://www.linkedin.com/company/grey..
Instagram: http://www.instagram.com/greyatomschool/
Website: https://greyatom.com