Introductory Lecture
Learn Machine Learning, and make your place in top 3% Data Scientists of the world
- Language: English
- Author: Dr. Rao Muhammad Adeel Nawab
- Offered by: Ilm O Irfan Institute
- Published on Ilm O Irfan on: October 16, 2022
- Book completion date: September 15, 2022
Download and Install Python
These Lectures are Delivered in English Language
Introduction
1
Chapter 1 | Introduction to Author and Book
2
Chapter 2 | Basics of Human Learning
3
Chapter 3 | Basics of Machine Learning
Data
4
Chapter 4 | Data and Annotations
5
Chapter 5 | Data and Annotations – Step by Step Example
6
Chapter 6 | Treating a Problem as a Machine Learning Problem – Step by Step Examples
Model
7
Chapter 7 | Concept Learning and Hypothesis Representation
8
Chapter 8 | FIND-S Algorithm
9
Chapter 9 | Version Space Algorithms
10
Chapter 10 | Decision Tree Learning
11
Chapter 11 | Artificial Neural Networks
12
Chapter 12 | Instance Based Learning
13
Chapter 13 | Instance Based Learning
Error
14
Chapter 14 | Evaluating Hypothesis (Models)
Conclusion
15
Chapter 15 | Book Main Findings, Conclusion and Future Work
