Artificial Intelligence in Arabicالذكاء الصناعي مبتدئ لمحترف

تعلم مبادئ الذكاء الصناعي عن طريق ١٠ مشاريع عملية

4.20 (175 reviews)
Udemy
platform
العربية
language
Data Science
category
1,244
students
10 hours
content
Feb 2019
last update
$59.99
regular price

What you will learn

Numpy, pandas, matplotlib, seaborn المكتبات المشهورة

Scikit Learn and Keras

Regression, classification and deep learning

Description

كورس كامل لتعليم مبادئ الذكاء الصناعي بالبايثون للمبتدئين وحتى المستوى المتقدم. ستتعلم في هذا الكورس البرمجة باستخدام لغة بايثون عن طريق إنشاء 10 مشاريع عمليه.

سواء كنت هاوياً طالباً أو مبرمجاً, فإن هذا الكورس سيساعدك علي فهم أساسيات الذكاء الصناعي و الوصول إلى مستوى محترف

**** يرجى ملاحظة أن الكورس قيد التطوير. سنقوم بإضافة محتوى جديد على أساس منتظم ****

Content

INTRODUCTION

Introduction and Welcome Message
Course Overview

AI AND MACHINE LEARNING OVERVIEW

Introduction - What is Machine Learning and AI?
Introduction - What is Machine Learning and AI? - Part 2

INSTALLATION AND SETUP [OPTIONAL]

Anaconda Setup & Installation
What are Jupyter Notebook?
How to run a Jupyter Notebook? Part #1
How to run a Jupyter Notebook? Part #2

REGRESSION

Simple Linear Regression - Intuition
Simple Linear Regression - Sum of Least Squares
Project #1 - Part #1
Project #1 - Part #2
Project #1 - Part #3
Project #1 - Part #4
Project - Part #5
Project #1 - Part #6
Project #2 - Part #1
Project #2 - Part #2
Project #2 - Part #3
Project #2 - Part #4
Project #2 - Part #5
Project #2 - Part #6

CLASSIFICATION

Logistic Regression - Intuition part #1
Logistic Regression - Project #1 - Part #2
Confusion Matrix Overview
Logistic Regression - Project #1 - Part #1
Logistic Regression - Project #1 - Part #2
Logistic Regression - Project #1 - Part #3
Logistic Regression - Project #1 - Part #4
Logistic Regression - Project #1 - Part #5
Logistic Regression - Project #1 - Part #6
Logistic Regression - Project #1 - Part #7
Logistic Regression - Project #1 - Part #8
Support Vector Machines - Intuition
Support Vector Machines - Parameters Optimization
Cancer Detection Overview
Project - Part #1
Project - Part #2
Project - Part #3
Project - Part #4
Project - Part #5
Project - Part #6
Project - Part #7
Project - Part #8

DEEP LEARNING

Deep Learning - Intuition
What is an Image and how to represent it digitally?
Artificial Neural Networks Basics
Convolution Neural Networks Overview
Convolution
RELU
Max pooling Layer
Dropouts
CNN Projects - Part #1
CNN Projects - Part #2
CNN Projects - Part #3
CNN Projects - Part #4
CNN Projects - Part #5

Screenshots

Artificial Intelligence in Arabicالذكاء الصناعي مبتدئ لمحترف - Screenshot_01Artificial Intelligence in Arabicالذكاء الصناعي مبتدئ لمحترف - Screenshot_02Artificial Intelligence in Arabicالذكاء الصناعي مبتدئ لمحترف - Screenshot_03Artificial Intelligence in Arabicالذكاء الصناعي مبتدئ لمحترف - Screenshot_04

Reviews

Faisal
January 15, 2023
ممتاز يا دكتور ريان Your explanation is very clear and informative ,WE need more courses like this in depth in Arabic language Thank you very much
Arafa
October 17, 2020
All sessions recordings are clear and good hear and understanding. I believed these examples are improving our technical knowledge
Ahmed
May 2, 2020
Very very simple concepts, basics and details introduction. Focusing into the point of AI/ML world in shortest time ever. Amazing...
Ahmed
February 13, 2020
Wonderful course, I hope you make another corse in Arabic, specifically on Natural Language Processing (NLP).
Abdel
December 10, 2019
Super. PhD Make life very simple. What the difference. The course runs in the sequence and for every lesson, I learn a new thing. What amaz. DR you are the pride of the Arab nation

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Enrollment distribution

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2200444
udemy ID
2/6/2019
course created date
11/20/2019
course indexed date
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course submited by