Machine Learning 2025

Machine Learning / AIO

Description

  Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data, and thus perform tasks without explicit instructions.


Outcomes

 Machine learning algorithms are basically designed to classify things, find patterns, predict outcomes, and make informed decisions. Algorithms can be used one at a time or combined to achieve the best possible accuracy when complex and more unpredictable data is involved.

Meet Your Instructor

image

Mona Qasem qasem

AIO
  • Sections 14
  • Lessons 8
  • Duration 30
  • Language Arabic
  • Video Subtitle Link
  • Certificate False

Course Syllabus

Chapter 1

Lessons

  • 1 - Introduction to Machine Learning
Chapter 2

Lessons

  • 1 - Supervised Learning: Regression
Chapter 3

Lessons

  • 1 - Supervised Learning: Classification
Chapter 4

Lessons

  • 1 - Underfitting and Overfitting
Chapter 5

Lessons

  • 1 - Live session
Chapter 6

Lessons

  • 1 - Preprocessing Data Cleaning Encoding Splitting
Chapter 7

Lessons

  • 1 - Evaluation Metrics
Chapter 8

Lessons

  • 1 - Practice Project
Chapter 9

Lessons

Chapter 10

Lessons

Chapter 11

Lessons

Chapter 12

Lessons

Chapter 13

Lessons

Chapter 14

Lessons