[ 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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