Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

NPTEL

Essentials of Data Science With R Software - Probability and Statistical Inference

NPTEL and Indian Institute of Technology Kanpur via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!

COURSE OUTLINE: Any data analysis is incomplete without statistics. After getting the data, the statistical tools aims to extract the information hidden inside the data. The main objective of statistics is to work on a small sample of data but provide conclusions for the whole population. Such results cannot be obtained without learning the concepts and tools of theory of probability and statistical inference. With the advent of data science, it has become important to learn those tools from computational and data based aspects. Without learning the basic fundamentals of probability theory and statistical inference, it is difficult to implement them correctly on the data and draw correct statistical conclusions.

Syllabus

Essentials of Data Science With R Software - 1: Probability and Statistical Inference.
noc21- ma35 -lec01.
noc21- ma35 - lec02.
noc21- ma35 - lec03.
noc21- ma35 - lec04.
noc21- ma35 - lec05.
noc21- ma35 - lec06.
noc21- ma35 - lec07.
noc21- ma35 - lec08.
noc21- ma35 - lec09.
noc21- ma35 - lec10.
noc21- ma35 - lec11.
noc21- ma35 - lec12.
noc21- ma35 - lec13.
noc21- ma35 - lec14.
noc21- ma35 - lec15.
noc21- ma35 - lec16.
noc21- ma35 - lec17.
noc21- ma35 - lec18.
noc21- ma35 - lec19.
noc21- ma35 - lec20.
noc21- ma35 - lec21.
noc21- ma35 - lec22.
noc21- ma35 - lec23.
noc21- ma35 - lec24.
noc21- ma35 - lec25.
noc21- ma35 - lec26.
noc21- ma35 - lec27.
noc21- ma35 - lec28.
noc21- ma35 - lec30.
noc21- ma35 - lec31.
noc21- ma35 - lec32.
noc21- ma35 - lec33.
noc21- ma35 - lec34.
noc21- ma35 - lec35.
noc21- ma35 - lec36.
noc21- ma35 - lec37.
noc21- ma35 - lec38.
noc21- ma35 - lec39.
noc21- ma35 - lec40.
noc21- ma35 - lec41.
noc21- ma35 - lec42.
noc21- ma35 - lec43.
noc21- ma35 - lec44.
noc21- ma35 - lec46.
noc21- ma35 - lec47.
noc21- ma35 - lec48.
noc21- ma35 - lec49.
noc21- ma35 - lec50.
noc21- ma35 - lec51.
noc21- ma35 - lec52.
noc21- ma35 - lec53.
noc21_ma35 - Lecture 54.
noc21- ma35 - lec55.
noc21- ma35 - lec56.
noc21- ma35 - lec57.
noc21- ma35 - lec58.
noc21_ma35 - Lecture 59.
noc21- ma35 - lec60.
noc21- ma35 - lec61.
noc21- ma35 - lec62.
noc21- ma35 - lec63.
noc21- ma35 - lec64.
noc21- ma35 - lec65.
noc21- ma35 - lec66.
noc21- ma35 - lec67.
noc21- ma35 - lec68.
noc21- ma35 - lec69.

Taught by

IIT Kanpur July 2018

Tags

Reviews

Start your review of Essentials of Data Science With R Software - Probability and Statistical Inference

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.