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Statistics Tutorial with Python - Fundamentals and Data Analysis

Offered By: Derek Banas via YouTube

Tags

Statistics & Probability Courses Programming Courses Data Analysis Courses Data Visualization Courses Python Courses Probability Courses Statistical Methods Courses

Course Description

Overview

Learn the fundamentals of statistics using Python in this comprehensive tutorial. Explore data types, visualization techniques, and key statistical concepts including mean, median, mode, variance, standard deviation, coefficient of variation, covariance, and correlation coefficient. Gain hands-on experience by implementing statistical formulas in Python, building a robust statistics module for practical applications. Master essential statistical methods and their Python implementations to enhance your data analysis skills.

Syllabus

Intro
What is Statistics
Types of Data
Cross Tables
Frequency Distribution Table
Mean
Median
Mode
Variance
Standard Deviation
Coefficient of variation
Covariance
Correlation coefficient


Taught by

Derek Banas

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