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Introduction to AI With Machine Learning Method

Duration: 3 h 36 m / 38 lessons

Level: General

Course Language: Arabic

By the end of this course, you will be able to

  • Recognize the foundational basics of Artificial Intelligence and Machine Learning, together with how the simulation process of human intelligence and behavior is carried out.

  • Learn about programming languages and how they work together with the must-know information about Python and a step-by-step tutorial to master it.

  • Build different Machine Learning models and embed them to microcontrollers, create a graphical user interface, and build a desktop app to predict diabetes.

Course details

  • 3 h 36 m/38 lessons
  • Last updated: 9/1/2022
  • Course completion certificate

Course Content

Free lessons

1.

Introduction to AI Field

3 Minutes
2.

How Machine Learning is?

5 Minutes
3.

Machine Learning Algorithms

4 Minutes
4.

Introduction to Python

6 Minutes
1.

Introduction to AI Field

3 Minutes
2.

How Machine Learning is?

5 Minutes
3.

Machine Learning Algorithms

4 Minutes
4.

Introduction to Python

6 Minutes
5.

Setting up The Environment

3 Minutes
6.

Jupyter Notebook

7 Minutes
7.

What Variable is

4 Minutes
8.

Create Variables

4 Minutes
9.

Arithmetic Operations

7 Minutes
10.

Casting

3 Minutes
11.

User Input

5 Minutes
12.

Comments

2 Minutes
13.

Logic and Conditions

5 Minutes
14.

Date Time Module

7 Minutes
15.

Loop Using While Statement

3 Minutes
16.

Loop Using For Statement

6 Minutes
17.

Create Functions

4 Minutes
18.

Data Structure-list

5 Minutes
19.

Data Structure-Dictionary

5 Minutes
20.

Introduction To Object Oriented Programming

4 Minutes
21.

Object Oriented Programming (Create Object and classes)

4 Minutes
22.

Object Oriented Programming Inheritance

5 Minutes
23.

Machine Learning Workflow-Data Gathering

8 Minutes
24.

Machine Learning Workflow-Data Preparing

5 Minutes
25.

Machine Learning Workflow Select the Algorithm, Train the Data and Test The Score

6 Minutes
26.

Scikit-learn Library

2 Minutes
27.

Heart Disease Model Getting and Preparing The Data

7 Minutes
28.

Heart Disease Model- Train and Test The Data

7 Minutes
29.

Heart Disease Model -Predict and Save The Model

3 Minutes
30.

House Price Prediction- Getting and Prepare The Data

2 Minutes
31.

House Price Prediction- Train and Predict

6 Minutes
32.

Predicting Diabetes Model Getting and Preparing The Data

7 Minutes
33.

Predicting Diabetes Model Train and Test

8 Minutes
34.

Tau Robot Detect Surface Train The Model

7 Minutes
35.

How Can You Run Tau Robot Detect Surface Model on Micro Controllers?

3 Minutes
36.

Introduction To Deep Learning And Solving Deep Learning Image Recognition Problems With Machine Learning.

6 Minutes
37.

Learn How To Create Graphical User Interface

7 Minutes
38.

Desktop App For Predicting Diabetes

8 Minutes

About this course

“We’re at the beginning of a golden age of AI … We’ve only scratched the surface of what’s possible” – Jeff Bezos. In light of that quote, we present to you this comprehensive training course. Throughout the course, you will explore both Artificial Intelligence and Machine Learning and how the latter uses data and algorithms to imitate the way humans learn. On top of that, you will get introduced to a general-purpose programming language called Python and how to use it to build different websites and software.

Course requirements and prerequisites

There are no requirements for this course. Your interest in the topic and your commitment to learning are all you need to achieve the utmost benefit from this course.

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