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الرئيسية‹ الكورسات ‹الذكاء الاصطناعي وـ Machine Learning

🔥Machine Learning Tutorial | Machine Learning For Beginners | Machine Learning Projects | Machine Learning Course [ Updated]

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📋 محتوى الكورس 191 درس · 357 ساعة 7 دقيقة
  • 1 Machine Learning | What Is Machine Learning? | Introduction To Machine Learning | 2026 | Simplilearn 7:52
  • 2 Machine Learning | What Is Machine Learning? | Machine Learning Basics | 2026 | Simplilearn 1:56
  • 3 Machine Learning In 5 Minutes | Machine Learning Introduction |What Is Machine Learning |Simplilearn 4:38
  • 4 What Is Machine Learning? | What Is Machine Learning And How Does It Work? | Simplilearn 9:17
  • 5 Machine Learning Full Course | Learn Machine Learning | Machine Learning Tutorial | Simplilearn 6:21:33
  • 6 Top 10 Applications of Machine Learning | Machine Learning Applications & Examples | Simplilearn 5:22
  • 7 Machine Learning Tutorial Part - 1 | Machine Learning Tutorial For Beginners Part - 1 | Simplilearn 1:02:40
  • 8 Machine Learning Tutorial Part - 2 | Machine Learning Tutorial For Beginners Part - 2 | Simplilearn 57:13
  • 9 Machine Learning vs Deep Learning vs Artificial Intelligence | ML vs DL vs AI | Simplilearn 27:57
  • 10 Mathematics For Machine Learning | Essential Mathematics - Machine Learning Tutorial | Simplilearn 1:50:50
  • 11 Supervised Learning | Unsupervised Learning | Machine Learning Tutorial | 2026 | Simplilearn 9:40
  • 12 Machine Learning Algorithms | Machine Learning Tutorial | Data Science Algorithms | Simplilearn 1:11:05
  • 13 Linear Regression Analysis | Linear Regression in Python | Machine Learning Algorithms | Simplilearn 35:46
  • 14 Linear Regression in R | Linear Regression in R With Example | Data Science Algorithms | Simplilearn 30:32
  • 15 Logistic Regression | Logistic Regression in Python | Machine Learning Algorithms | Simplilearn 38:17
  • 16 Logistic Regression in R | Logistic Regression in R Example | Data Science Algorithms | Simplilearn 19:31
  • 17 Confusion Matrix TensorFlow | Confusion Matrix Explained With Example | 2026 | Simplilearn 24:47
  • 18 Decision Tree In Machine Learning | Decision Tree Algorithm In Python |Machine Learning |Simplilearn 32:40
  • 19 Decision Tree In R | Decision Tree Algorithm | Data Science Tutorial | Machine Learning |Simplilearn 46:21
  • 20 Random Forest Algorithm - Random Forest Explained | Random Forest in Machine Learning | Simplilearn 45:35
  • 21 Random Forest In R | Random Forest Algorithm | Random Forest Tutorial |Machine Learning |Simplilearn 27:01
  • 22 KNN Algorithm In Machine Learning | KNN Algorithm Using Python | K Nearest Neighbor | Simplilearn 27:43
  • 23 Support Vector Machine - How Support Vector Machine Works | SVM In Machine Learning | Simplilearn 26:43
  • 24 Support Vector Machine in R | SVM Algorithm Explained with Example | Data Science in R | Simplilearn 21:03
  • 25 Naive Bayes Classifier | Naive Bayes Algorithm | Naive Bayes Classifier With Example | Simplilearn 43:45
  • 26 K Means Clustering Algorithm | K Means In Python | Machine Learning Algorithms |Simplilearn 50:17
  • 27 Hierarchical Clustering | Hierarchical Clustering in R |Agglomerative Clustering |Simplilearn 44:05
  • 28 Time Series Analysis - 1 | Time Series in Excel | Time Series Forecasting | Data Science|Simplilearn 32:49
  • 29 Time Series Analysis - 2 | Time Series in R | ARIMA Model Forecasting | Data Science | Simplilearn 26:17
  • 30 How Does Netflix Work? | How Netflix Uses Machine Learning | Machine Learning Use Cases |Simplilearn 3:20
  • 31 How to Become A Machine Learning Engineer | How To Learn Machine Learning | Simplilearn 9:44
  • 32 Machine Learning Engineer Salary, Roles And Responsibilities, Skills and Resume | Simplilearn 18:44
  • 33 Machine Learning Interview Questions & Answers | Machine Learning Interview Preparation |Simplilearn 1:13:04
  • 34 Machine Learning Tutorial | Machine Learning Basics | Machine Learning Algorithms | Simplilearn 34:52
  • 35 Machine Learning Projects | Machine Learning Applications | Machine Learning Training | Simplilearn 11:13
  • 36 Overfitting And Underfitting Machine Learning | Machine Learning Tutorial For Beginners |Simplilearn 16:10
  • 37 Regularization In Machine Learning | Regularization Example | Machine Learning Tutorial |Simplilearn 29:44
  • 38 Machine Learning With Python | Machine Learning Tutorial | Python Machine Learning | Simplilearn 55:32
  • 39 A Brief History Of Machine Learning | Machine Learning For Beginners | Simplilearn 3:33
  • 40 Deep Learning | What is Deep Learning? | Deep Learning Tutorial For Beginners | 2026 | Simplilearn 5:52
  • 41 What is Deep Learning? | Introduction to Deep Learning | Deep Learning Tutorial | Simplilearn 38:06
  • 42 Deep Learning Tutorial | Deep Learning TensorFlow | Deep Learning With Neural Networks | Simplilearn 1:10:51
  • 43 Deep Learning Tutorial - Part 2 | TensorFlow Object Detection | TensorFlow Tutorial | Simplilearn 12:08
  • 44 What is a Neural Network? | How Deep Neural Networks Work | Neural Network Tutorial | Simplilearn 13:06
  • 45 Neural Network Tutorial | Artificial Neural Network Tutorial | Deep Learning Tutorial | Simplilearn 53:55
  • 46 What is TensorFlow? | Introduction to TensorFlow | TensorFlow Tutorial for Beginners | Simplilearn 1:14:25
  • 47 Install TensorFlow in Jupyter Notebook | How to Install TensorFlow on Ubuntu | Anaconda |Simplilearn 28:44
  • 48 TensorFlow Tutorial | Deep Learning with TensorFlow | TensorFlow Tutorial for Beginners |Simplilearn 59:28
  • 49 TensorFlow Object Detection API Tutorial | Object Detection API | TensorFlow Tutorial | Simplilearn 11:25
  • 50 Recurrent Neural Network (RNN) Tutorial | RNN LSTM Tutorial | Deep Learning Tutorial | Simplilearn 59:21
  • 51 Convolutional Neural Network Tutorial (CNN) | How CNN Works | Deep Learning Tutorial | Simplilearn 1:03:56
  • 52 Deep Learning Interview Questions And Answers | AI & Deep Learning Interview Questions | Simplilearn 45:15
  • 53 What is Machine Learning? | Machine Learning Tutorial | Machine Learning Basics | Simplilearn 19:21
  • 54 AI and Machine Learning | Rise of AI Robots | AI 2026 | ElonMusk BillGates SundarPichai|Simplilearn 4:52
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  • 58 Coronavirus Outbreak Prediction Using Machine Learning | Predicted vs Actual | Simplilearn 31:04
  • 59 Machine Learning Crash Course | Machine Learning Tutorial | Machine Learning Projects | Simplilearn 3:59:54
  • 60 Machine Learning For Absolute Beginners 2020 | Machine Learning Tutorial For Beginners | Simplilearn 33:17
  • 61 Text Classification Using Naive Bayes | Naive Bayes Algorithm In Machine Learning | Simplilearn 20:15
  • 62 PCA In Machine Learning | Principal Component Analysis | Machine Learning Tutorial | Simplilearn 31:10
  • 63 How to Make Money With Machine Learning | Machine Learning | Simplilearn 8:31
  • 64 US Election Prediction 2020 Latest | US Election Prediction Using Machine Learning | Simplilearn 29:07
  • 65 Types Of Machine Learning | Machine Learning Algorithms | Machine Learning Tutorial | Simplilearn 21:09
  • 66 Classification In Machine Learning | Machine Learning Tutorial | Python Training | Simplilearn 1:03:46
  • 67 Machine Learning With R | Machine Learning Full Course | Machine Learning Tutorial | Simplilearn 9:59:16
  • 68 Cost Function In Machine Learning With Example | Machine Learning Tutorial | Simplilearn 32:51
  • 69 Supervised vs Unsupervised vs Reinforcement Learning | Machine Learning Tutorial | Simplilearn 6:27
  • 70 Feature Selection In Machine Learning | Feature Selection Techniques With Examples | Simplilearn 22:39
  • 71 Machine Learning Roadmap 2026 | How To Become A Machine Learning Engineer | Simplilearn 5:40
  • 72 Linear Regression vs Logistic Regression | Machine learning Algorithms Explained | Simplilearn 37:06
  • 73 Cross Validation In Machine Learning | Cross Validation | Machine Learning Tutorial | Simplilearn 25:59
  • 74 Tips To Learn Python Programming | Effective Tips To Learn Python Faster | Simplilearn 8:31
  • 75 Machine Learning Algorithms Full Course | Machine Learning Algorithms Explained | Simplilearn 5:35:20
  • 76 Machine Learning Steps | Machine Learning Basics | Machine Learning Tutorial | Simplilearn 5:34
  • 77 Supervised And Unsupervised Machine Learning Full Course - Algorithms With Examples | Simplilearn 5:52:36
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  • 81 Machine Learning Roadmap For 2026 | How To Become Machine Learning Engineer | Simplilearn 7:37
  • 82 🔥FREE Machine Learning With R Course | Learn Machine Learning For FREE | SkillUp | Simplilearn 4:22
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  • 85 Introduction To Machine Learning | Machine Learning Basics for Beginners | ML Basics | Simplilearn 15:56
  • 86 What Is Supervised Learning In Machine Learning? | Machine Learning For Beginners | Simplilearn 13:52
  • 87 Machine Learning Algorithms In-Depth Guide For 2022 | ML Algorithms Explained | Simplilearn 43:21
  • 88 Regression Analysis | What Is Regression Analysis | Introduction to Regression Analysis |Simplilearn 52:43
  • 89 Loan Approval Prediction using Machine Learning | Machine Learning Projects 2026 | Simplilearn 52:41
  • 90 AI vs ML vs DL vs Data Science - Difference Explained | Simplilearn 6:38
  • 91 Parkinson’s Disease Detection Using Machine Learning | Machine Learning Projects 2026 | Simplilearn 32:47
  • 92 Python Machine Learning Projects For Beginners 2026 | Machine Learning With Python | Simplilearn 3:47:51
  • 93 Mask Detection Using Python | Face Mask Detection Using OpenCV Python | Simplilearn 31:02
  • 94 K Means Clustering Algorithm | K Means Example in Python | Machine Learning Algorithms | Simplilearn 50:23
  • 95 Market Basket Analysis Using Association Mining Rule | Machine Learning Projects 2026 | Simplilearn 35:58
  • 96 Myers Briggs Personality Indicator Using Machine Learning | ML Projects Using Python | Simplilearn 54:51
  • 97 Hate Speech Detection Using Machine Learning | ML Projects Using Python | Simplilearn 28:08
  • 98 Time Series Forecasting In Python | Time Series Analysis | ML Projects Using Python | Simplilearn 1:12:00
  • 99 FIFA World Cup 2026 Winner Prediction Using Python | Python Projects For Beginners | Simplilearn 2:15:05
  • 100 🔥Fake News Detection Using Machine Learning | Machine Learning Projects In Python | Simplilearn 46:35
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  • 102 FIFA World Cup 2026 Final Prediction Using Python | Python Projects For Beginners | Simplilearn 1:33:03
  • 103 Machine Learning Projects For Beginners 2026 | Machine Learning Projects | ML Projects | Simplilearn 3:10:47
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  • 105 Machine Learning Roadmap 2026 | Machine Learning Roadmap for Beginners | ML Roadmap | Simplilearn 4:25
  • 106 Whatsapp Group Chat Analysis Using Python | Machine Learning Projects 2026 | Simplilearn 54:52
  • 107 What is PyTorch ? | PyTorch in 8 Minutes | PyTorch Tutorial for Beginners | Simplilearn 7:29
  • 108 What is LSTM ?| Long Short Term Memory Explained with Example | Deep Learning Tutorial | Simplilearn 1:11:28
  • 109 CNN Tutorial for Beginners | Convolutional Neural Network | CNN Tutorial Python | Simplilearn 1:10:23
  • 110 PyTorch Tutorial for Beginners | Deep Learning with Pytorch | Pytorch Installation | Simplilearn 15:21
  • 111 Object Detection Using YOLOv5 | PyTorch Object Detection | PyTorch for Beginners | Simplilearn 13:46
  • 112 RNN Tutorial for Beginners | Recurrent Neural Network | RNN In Deep Learning | Simplilearn 1:18:34
  • 113 Object Detection Using OpenCV Python | Object Detection OpenCV Tutorial | Simplilearn 28:32
  • 114 Convolutional Neural Networks | CNN With TensorFlow | CNN Tutorial for Beginners | CNN | Simplilearn 1:06:28
  • 115 Deep Learning With Pytorch | Introduction to Pytorch for Deep Learning | Pytorch Basics| Simplilearn 35:23
  • 116 Deep Learning With Python | Deep Learning Python Tutorial | Deep Learning for Beginners |Simplilearn 1:13:29
  • 117 Generative Adversarial Networks Tutorial | What is GAN | Deep Learning for Beginners | Simplilearn 45:21
  • 118 🔥 Machine Learning Roadmap 2026 | How to Become ML Expert? | ML Roadmap 2026 | Simplilearn 10:18
  • 119 Machine Learning in 2 Minutes | What is Machine Learning? | Machine Learning Explained | Simplilearn 1:52
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  • 121 Basics of Machine Learning | Machine Learning Fundamentals | Machine Learning Training | Simplilearn 4:46:04
  • 122 Introduction to Hidden Markov Model | HMM | Pattern Recognition | Machine Learning | Simplilearn 30:26
  • 123 Object Tracking With OpenCV And Python | Object Detection Opencv Python | Simplilearn 36:37
  • 124 🔥 Best Machine Learning Bootcamp For 2026 | Machine Learning Bootcamp For Beginners | Simplilearn 5:17
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  • 137 🔥 Machine Learning Roadmap 2024 | Machine Learning Career Path 2024 | Simplilearn 9:42
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  • 142 🔥 Natural Language Processing In AI 2026 | Natural Language Processing Course 2026 | Simplilearn 7:17:15
  • 143 Top 10 Robotics Project 2026 | Robotics Projects for Beginners | Robotics Projects | Simplilearn 18:19
  • 144 AI Engineer Roadmap 2026 | Roadmap To Become AI Engineer | AI Engineer Career Path 2026 |Simplilearn 10:12
  • 145 AI Course With Python In 2026 | Learn Artificial Intelligence With Python In 10 Hours | Simplilearn 11:29:29
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  • 147 Top 10 Python Projects 2026 | 10 Best Python Projects for Resume | Python Project Ideas |Simplilearn 10:04
  • 148 Will AI Take Over Programming? 🤔😨😱 | Will AI Replace Programmers | Is Coding Dead? | Simplilearn 4:36
  • 149 Machine Learning Beginners To Advanced Course 2026 | ML In 10 Hours | Simplilearn 9:43:09
  • 150 🔥 Top 10 Machine Learning Skills Required In 2026 | ML Skills For Beginners 2026 | Simplilearn 6:57
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  • 156 🔥 MLOps Roadmap 2026 | MLOps Career Path 2026 | MLOps Careers | Simplilearn 7:03
  • 157 🔥 Colour Detection Using OpenCV Python | Color Recognition With Python And ML | Simplilearn 22:11
  • 158 🔥 Regression In Machine Learning 2023 | What Is Regression in Machine Learning? | Simplilearn 1:04:14
  • 159 Top 10 Machine Learning Algorithms In 2024 | Machine Learning Algorithms | ML Engineer | Simplilearn 13:26
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  • 187 KNN Classification In Machine Learning | K-Nearest Neighbor Algorithm Explained | Simplilearn 32:25
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يُقدّم هذا الكورس المجاني شرحاً شاملاً لـ 🔥Machine Learning Tutorial | Machine Learning For Beginners | Machine Learning Projects | Machine Learning Course [ Updated] في مجال الذكاء الاصطناعي وـ Machine Learning، ويستهدف المبتدئين الراغبين في بناء مهاراتهم العملية واحترافية في 2026. يُقدّمه Simplilearn باللغة العربية بأسلوب مبسّط ومنظّم.

يضم الكورس 191 درساً بمدة إجمالية 357 ساعة 7 دقيقة، تأخذك من الصفر حتى الاحتراف خطوةً بخطوة.

لماذا تتعلم 🔥Machine Learning Tutorial | Machine Learning For Beginners | Machine Learning Projects | Machine Learning Course [ Updated]؟

  • الذكاء الاصطناعي من أسرع المجالات نمواً في سوق العمل، مع زيادة الطلب على المتخصصين بنسبة 300% خلال السنوات الأخيرة.
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  • تعلّم في أي وقت — بالسرعة التي تناسبك
  • مجالات الذكاء الاصطناعي: رؤية الحاسب، معالجة اللغة الطبيعية، الروبوتيات، الألعاب، التنبؤ والتوصية.

مسار التعلم في هذا الكورس

يسير الكورس وفق مسار منطقي متدرّج: الرياضيات والإحصاء → Python → ML → Deep Learning → Specialization

المتطلبات السابقة

Python + رياضيات (إحصاء وجبر خطي) — يمكن لأي شخص البدء في هذا الكورس.

الأدوات والبرامج المستخدمة

  • Python
  • TensorFlow
  • PyTorch
  • Scikit-learn
  • Jupyter
  • Keras
  • Hugging Face

متطلبات الجهاز

  • RAM 16GB فأكثر
  • GPU (NVIDIA RTX مُوصى)
  • SSD سريع
  • تخزين 500GB+

الوظائف المتاحة بعد إتمام الكورس

  • AI Engineer
  • ML Engineer
  • Data Scientist
  • AI Researcher
  • NLP Engineer

متوسط رواتب 🔥Machine Learning Tutorial | Machine Learning For Beginners | Machine Learning Projects | Machine Learning Course [ Updated] 2026

  • مصر: 12,000-40,000 ج
  • السعودية: 18,000-50,000 ر
  • أمريكا: $120,000-$200,000

كم من الوقت تحتاج لإتقان 🔥Machine Learning Tutorial | Machine Learning For Beginners | Machine Learning Projects | Machine Learning Course [ Updated]؟

  • أساسيات ML: 40-60 ساعة
  • Deep Learning: 60-100 ساعة
  • تخصص كامل: 200-400 ساعة

الشهادات المعتمدة في مجال الذكاء الاصطناعي وـ Machine Learning

  • Google ML Engineer
  • AWS ML Specialty
  • Coursera ML Specialization (Andrew Ng)
  • Deep Learning Specialization

مشاريع عملية ستتمكن من بناؤها

  • Image Classifier
  • Chatbot
  • Recommendation System
  • Object Detection
  • Sentiment Analysis

ماذا بعد هذا الكورس؟

بعد إتمام الكورس، يُوصى بالتعمق في: LLMs، Computer Vision، NLP، MLOps، Generative AI.

الأقسام الجامعية ذات الصلة

يُناسب هذا الكورس طلاب: كلية حاسبات ومعلومات، كلية هندسة (ذكاء اصطناعي)، جامعة القاهرة، جامعة عين شمس.

سجّل في كورس 🔥Machine Learning Tutorial | Machine Learning For Beginners | Machine Learning Projects | Machine Learning Course [ Updated] الآن، ابدأ رحلتك نحو الاحتراف في الذكاء الاصطناعي وـ Machine Learning مجاناً. تذكّر: أفضل وقت للتعلم هو الآن.

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الذكاء الاصطناعي وـ Machine Learning

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