Probability And Distribution With Solved Problems By Spotle.ai
Learn probability and distribution explained in detail with solved problems and exercises
Updated on Jun, 2025
Language - English
Development ,Data Science,Maths & Statistics
Lectures -17
Duration -1.5 hours
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Course Description
One of the most talked about career options today is a career in Data Science. In this Spotle.ai course we focus on building the foundation solid. Probability, random variables, and probability distributions form the foundation of building complex algorithms.
This course is also highly recommended for the students of standard 12 to graduations who are doing a major in Statistics. Each and every topic in this Spotle.ai compact course has been explained with multiple examples. At the end, 30 problems have been explained in detail and solved. 20 exercises have been added to help you check that you have understood the topics very well.
In all Spotle.ai courses, we have created the videos so that you will need a minimum amount of time to learn, so that you can give more time to applying them in real-life.
Goals
- The concepts of probability, random variables, and basic distribution are explained through detailed videos.
Learn advanced concepts such as conditional probability and Bayes' theorem.
How to solve probability problems
Random variables—continuous and discrete variables
The probability distribution curves
You will practice all concepts through exercises and solved problems.
Prerequisites
- In this Spotle.ai compact course you will start from scratch.
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction
2 Lectures
-
The Probability Concepts
04:50
04:50
-
The Conditional Probability Concepts
02:46
02:46
Conditional Probability
2 Lectures
Random Variables
3 Lectures
Probability Distribution
2 Lectures
Expectations And Variance
2 Lectures
Probability Distribution With Python
1 Lectures
Data Science/ Machine Learning Applications
1 Lectures
30 Solved Problems
3 Lectures
Exercise - 20 Problems On Probability And Permutation
1 Lectures
Instructor Details
Spotle Learn
Spotle Learn provides career ready courses in Artificial Intelligence, Data Science, Programming, Cloud Computing, IoT, Blockchain, AR and VR, Astronomy and Astrophysics and other in-demand skill areas. We have trained and certified over 100,000 people. Students from 2500 college campuses and leading corporates learn on Spotle to meet their career goals.
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