Statistics & MaThematics for Data Science & Data Analytics

Statistics & Mathematics for Data Science & Data Analytics
2025-03-03
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz

Learn the statistics & probability for data science and business analysis

What you’ll learn
Master the fundamentals of statistics for data science & data analytics
Master descriptive statistics & probability theory
Machine learning methods like Decision Trees and Decision Forests
Probability distributions such as Normal distribution, Poisson Distribution and more
Hypothesis testing, p-value, type I & type II error
Logistic Regressions, Multiple Linear Regression, Regression Trees
Correlation, R-Square, RMSE, MAE, coefficient of determination and more

Requirements
Absolutely no previous experience required. We will learn everything right from the basics and then work our way up step by step
Eagerness and motivation to learn

Description
Who this course is for:
Anybody that wants to master statistics & probabilities for data science & data analysis, Anybody who wants to pursue a career in Data Science, Professionals and students who want to understand the necessary statistics for data analysis

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