Book Image

Mastering Probability and Statistics in Python [Video]

By : AI Sciences
Book Image

Mastering Probability and Statistics in Python [Video]

By: AI Sciences

Overview of this book

In today’s ultra-competitive business universe, probability and statistics are the most important fields of study. That is because statistical research presents businesses with the data they need to make informed decisions in every business area, whether it is market research, product development, product launch timing, customer data analysis, sales forecast, or employee performance. But why do you need to master probability and statistics in Python? The answer is that an expert grip on the concepts of statistics and probability with data science will enable you to take your career to the next level. This course is designed carefully to reflect the most in-demand skills that will help you in understanding the concepts and methodology with regard to Python. The course is as follows: Easy to understand Expressive Comprehensive Practical with live coding About establishing links between probability and machine learning By the end of this course, you will be able to relate the concepts and theories in machine learning with probabilistic reasoning and understand the methodology of statistics and probability with data science, using real datasets. The code files and all related files are uploaded on the GitHub repository at https://github.com/PacktPublishing/Mastering-Probability-and-Statistics-in-Python
Table of Contents (12 chapters)
Free Chapter
1
Introduction to the Course
2
Probability and Statistics
9
Project Bayes' Classifier
Chapter 5
Probability Model
Content Locked
Section 10
Conditional Probability in Machine Learning
This video demonstrates the importance of conditional probability in Machine learning.