Udemy - Statistics & Mathematics for Data Science & Data Analytics

[ FreeCourseWeb.com ] Statistics & Mathematics for Data Science & Data Analytics



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MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English + .srt | Duration: 65 lectures (10h 5m) | Size: 3.86 GB

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

Are you aiming for a career in Data Science or Data Analytics?



Good news, you don't need a Maths degree - this course is equipping you with the practical knowledge needed to master the necessary statistics.



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