Welcome to Artificial Intelligence !

NON TECHNICAL COURSE specifically created for AI/ML/DL Aspirants, gives insight about Road map to A.I

Created byVinoth Rathinam

Last updated 12/2019

English

What you'll learn

Basic Idea of Artificial Intelligence and Machine Learning
Prerequisites or Road map to start Machine learning project(ML)
How to choose the best programming language for AI ?
How much Mathematical knowledge needed for AI ?
Which is the best AI Engine/Tool/Framework for AI ?
Why do we need to learn Algorithm?
Types of Machine Learning Algorithms with Real time scenario examples

Course content

4 sections • 7 lectures • 48m total length

Introduction to Artificial Intelligence6:50
This video explains the below topics :
What is Intelligence ?
Difference between Natural and Artificial Intelligence
Definition of Artificial Intelligence
Artificial Intelligence in Automobile Industry, Medical Field , Educational Sector etc.
AI usage in search engines like Amazon Kindle, iTunes and Facebook Photo tag
Introduction to Artificial Intelligence

Programming and Mathematics Requirements7:26
This video explains the below topics :
Sample Scenario of Natural Intelligence
Road Map to Artificial Intelligence
Programming Language Requirement
Mathematical Knowledge Requirement
Machine Learning Algorithms and AI Engine Requirements5:43
This video explains the below topics :
What is Algorithm?
List of Machine Learning Algorithm
List of Machine Learning Tool/Engine/Framework
AI Case Study
Conclusion
Road Map Quiz

Supervised Machine Learning7:16
This video explains the below topics :
Definition of ML
How Supervised Learning works?
Definition of Supervised learning
Difference between Classification vs Regression Model
List of Classification Algorithms
List of Regression Algorithms
Sample output of Classification and Regression Model
How to choose Algorithm for your Project?
Supervised Machine Learning
Unsupervised Machine Learning5:16
This video explains the below topics :
Overview on Supervised Learning Scenario
How Unsupervised Learning works?
K-Means Cluster Algorithm Simulation
Definition of Unsupervised Learning
List of Unsupervised Learning Algorithm
Clustering vs Dimensionality Reduction Examples
Unsupervised Machine Learning
Reinforcement Machine Learning8:24
This video explains the below topics :
Teaching Chess Game to a kid
Reinforcement Learning Process using Chess Game
Deep Blue Case Study
Reinforcement Learning Process using Mario Game
Definition of Reinforcement Learning
Types of Tasks
Types of Learning
Exploration trade off
List of Reinforcement Algorithms
Reinforcement Machine Learning

Requirements

Passion to learn alone is enough to start this course

Description

NON TECHNICAL COURSE specifically created for AI/ML/DL Aspirants, gives insight about Road map to A.I

This course will clear all doubts such as,

1. What are prerequisites for learning AI?

2. What is Road map to start Machine learning project(ML)

3. How to choose the best programming language for AI ?

4. How much Mathematical knowledge needed for AI ?

5. Which is the best AI Engine/Tool/Framework for AI ? and so on...

Each video is created with real time scenario examples in simple language. So that anyone without programming knowledge can understand in depth about Artificial Intelligence and Machine Learning.

The contents were prepared based on maximum queries searched in google or posted in AI forum.

At the end of this course you will get clear clarity on how much effort needed to start your career in Artificial Intelligence or Machine Learning Projects.

Note:

1. Students/Experienced professionals, who expects sample coding can skip this course :) But soon case study with coding course will be launched :)

2. For Non-English speaking students, I enabled the Auto Caption now. But still the text won’t 100% correct. So I will be updating the captions manually as soon as possible.

3. All AI prerequisites topics like programming language , Mathematics , Machine Learning Algorithms will be posted soon as free course. Keep following. Happy Learning !!

Who this course is for:

Artificial Intelligence Aspirants
Machine Learning Aspirants
Curiosity to know about Artificial Intelligence

Welcome to Artificial Intelligence !

What you'll learn

Explore related topics

Course content

Introduction to Artificial Intelligence1 lecture • 7min

Road Map for AI and Machine Learning (ML)2 lectures • 13min

Introduction to Machine Learning1 lecture • 8min

Types of Machine Learning3 lectures • 21min

Requirements

Description

Who this course is for: