Statistics for Data Science and Business Decisions

Statistics for Data Science and Business Decisions
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 48000 Hz, 2ch | Size: 2.94 GB
Genre: eLearning Video | Duration: 34 lectures (3 hour, 26 mins) | Language: English

Master Statistics for Data Science and Business Decisions

What you'll learn

Master the fundamentals of Statistics for making effective business decisions

Requirements

No

Description

The ability to understand and apply Business Statistics is becoming increasingly important in the industry. A good understanding of Business Statistics is required to make correct and relevant interpretations of data. Lack of this knowledge could lead to erroneous decisions which could potentially have negative consequences for a firm. This course is designed to introduce you to Business Statistics.

Course Contents include:

Basic Data Descriptors

Categories of descriptive data

Measures of central tendency

Measures of Dispersion

Standard deviation measure and Chebyshev’s theorem

Descriptive Measures of Association, Probability, and Statistical Distributions

Measures of association, the covariance and correlation measures

Causation versus correlation

Probability and random variables

Discrete versus continuous data

Introduction to statistical distributions

The Normal Distribution

Working with Distributions, Normal, Binomial, Poisson

Applications of the Normal distribution

The Binomial and Poisson distributions

Sample versus population data

Central Limit Theorem

Regression Analysis

Welcome to this course.

Who this course is for:

Data scientists, Business analysts, statistics students