Statistics Course for Data Science & Data Analysis with Exercises - Learn in 1.5 Hours!

Master essential statistical concepts for data science and data analysis in just 75 minutes. Gain a deep understanding of key topics like descriptive statistics, probability distributions, inferential statistics, and simple linear regression. This tutorial is packed with practical exercises to enhance your learning experience and apply statistical methods effectively. Ideal for beginners and those looking to refresh their knowledge, this course will equip you with essential skills for data-driven decision making.

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Chapters:

00:00:00 Introduction
00:00:47 Introduction to Statistics
00:04:18 Descriptive Statistics Introduction and Frequency
00:12:10 Mean - Median - Mode
00:21:37 Probability and Probability Distributions
00:30:33 Conditional Probability and Tree Diagrams
00:39:17 Inferential Statistics Introduction - Standard Deviation and Variance
00:47:49 Z-Value and Confidence Interval
00:57:14 Simple Linear Regression
01:05:16 OLS and R-Squared
01:16:38 Outro

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[sohanshady]

Thank you sir . Here in India my country as of time writing this comment we are celebrating “Guru Poornima” a day we appreciated and worship our Guru or Teacher for their knowledge wisdom imparting and faith in learning students and building future.
Happy Guru Poornima