Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 1.78 GB
Genre: eLearning Video | Duration: 35 lectures (4 hours, 5 mins) | Language: English
Fundamental Course in Probability for Machine Learning, Data Science, Computer Science and Electrical Engineering.
What you'll learn Homepage: https://www.udemy.com/course/probability-and-statistics-for-machine-learning-1/
Basic Definitions related to Probability Theory
Mathematical Definition of Probability
Important Symbols and Results related to Probability Theory
Conditional Probability
Theorem of Total Probability
Baye's Theorem
Bernoulli's Trials
Probability of Uncountable Uniform Spaces
Requirements
Fundamental of Maths
Basic Arithmetics
Knowledge of Permutations and Combinations
Description
HOW INTRODUCTION TO APPLIED PROBABILITY IS SET UP TO MAKE COMPLICATED PROBABILITY AND STATISTICS EASY
This course deals with concepts required for the study of Machine Learning and Data Science. Statistics is a branch of science that is an outgrowth of the Theory of Probability. Probability & Statistics are used in Machine Learning, Data Science, Computer Science and Electrical Engineering.
This 35+ lecture course includes video explanations of everything from Fundamental of Probability, and it includes more than 35+ examples (with detailed solutions) to help you test your understanding along the way. Introduction To Applied Probability is organized into the following sections:
Introduction
Some Basic Definitions
Mathematical Definition of Probability
Some Important Symbols
Important Results
Conditional Probability
Theorem of Total Probability
Baye's Theorem
Bernoulli's Trials
Uncountable Uniform Spaces
Who this course is for:
Current Probability and Statistics students, or students about to start Probability and Statistics who are looking to get ahead
Students of Machine Learning, Data Science, Computer Science, Electrical Engineering , as Probability is the prerequisite course to Machine Learning, Data Science, Computer Science and Electrical Engineering
Anyone who wants to study Probability for fun after being away from school for a while.
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