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Statistics For Data Science - 1

This class was created by Brainscape user Amit Topiwala. Visit their profile to learn more about the creator.

By: Amit Topiwala
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Decks in this class (9)

1. Introduction - Week wise of the course
Introduction 1,
Course objectives 2,
Road map 3
20  cards
Lecture 1.1 - Introduction and Types of Data - Basic definitions
Learning objectives 1,
What is statistics 2,
Major branches of statistics 3
6  cards
Lecture 1.2 - Introduction and Types of Data - Understanding data
What is data 1,
Why do we collect data 2,
Data collection 3
5  cards
Lecture 1.3 - Introduction and Types of Data - Classification of data
Classification of data 1,
Categorical and numerical variabl...,
Numerical variable classification 3
4  cards
Lecture 1.4 - Introduction and Types of Data - Scales of measurement
Scales of measurement 1,
Nominal scale 2,
Ordinal scale of measurement 3
7  cards
Lecture 2.1 - Describing Categorical Data - Frequency distributions
Frequency distributions 1,
Construct a frequency distribution 2,
Freqency table in a google sheet 3
4  cards
Lecture 2.2 - Describing Categorical Data - Charts of categorical data
Charts of categorical data 1,
Pie charts 2,
Pie chart in a google sheet 3
7  cards
Lecture 2.3 - Describing Categorical Data - Best practices while graphing data - 1
Know your purpose 1,
Label your data 2,
Many categories 3
3  cards
Lecture 2.4 - Describing Categorical Data - Best practices while graphing data - 2
The area principle 1,
Misleading graphs 2,
Misleading graphs 3
3  cards

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Statistics For Data Science - 1

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