AI Engineering Bootcamp: From Beginner to Expert [Arabic]

Master AI from Fundamentals to Advanced Deep Learning, NLP, Computer Vision, and Generative AI with Real-World Projects
4.78 (18 reviews)
Udemy
platform
العربية
language
Data Science
category
Mohammed Agoor
instructor
AI Engineering Bootcamp: From Beginner to Expert [Arabic]
100
students
124.5 hours
content
Apr 2025
last update
$189.99
regular price

What you will learn

Introduction

Statistics Fundamentals

Python Basics Overview

Processing & Visualization

Basics of Machine Learning – Linear and Polynomial Regression

Data Preparation and Overfitting Control in Machine Learning

Logistic Regression and Model Evaluation

Decision Trees and Naive Bayes

K-Nearest Neighbors and Support Vector Machines

Feature Selection and Dimensionality Reduction

Ensemble Learning Techniques: Bagging and Boosting

Unsupervised Machine Learning

Clustering and advanced models

Anomaly Detection

Deep Learning - MLPs

Deep Learning: Overfitting, Regularization, and Network Optimization

TensorFlow and Model Fine-Tuning

Core Concepts and Techniques in NLP

Text Representation & Encoding Techniques in NLP

Sequential Data Modeling with RNNs and its variants

Sequence Modeling with RNNs and Attention Mechanisms

Transformers in depth

Image Processing and Computer Vision

From MLPs to CNNs

CNN Family and Transfer Learning Techniques

Generative Adversarial Networks (GANs) - Concepts and Applications

Generative AI

HuggingFace and its toolkits

LLMs, and fine-tuning using advanced methods

Prompt Engineering

Vector Databases

Chat with data, RAG, Chatbots and more

Course Gallery

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6467305
udemy ID
15/02/2025
course created date
11/04/2025
course indexed date
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