24/01/2025
💻 الدراسة اونلاين او حضوري
الإقامة متوفرة
تحلم بتعلم machine learning ، تجدها صعبة و لا تعرف من أين تبدأ ؟
✅ الدورة الكاملة في ال machine learning +python
📚 المحتوى :
1. Learn Python Fundamentals
- Python Basics:
- Data Structures:
- Object-Oriented Programming (OOP):
- Useful Libraries:
2. Intermediate Python for Data Science
- Numerical Computing with NumPy:
- Data Manipulation with Pandas:
- Data Visualization:
- Matplotlib:
- Seaborn:
3. Introduction to Machine Learning
- What is Machine Learning?
- ML Workflow:
4. Supervised Learning
- Regression
- classification
5. Unsupervised Learning
- Clustering
- Dimensionality Reduction
6. Model Evaluation and Optimization
- Metrics:
- Regression:
- The Classification:
- Hyperparameter Tuning (Grid Search, Random Search)
7 .Advanced Topics
- Ensemble Learning:
- Neural Networks and Deep Learning:
- Deep Learning Frameworks: Natural Language Processing (NLP) (Optional)
- Text Preprocessing: Tokenization, Stemming, Lemmatization
- Bag of Words (BoW) and TF-IDF
- NLP Models: Word2Vec, Transformers (e.g., BERT, GPT)
8. Real-World Applications
Build Projects:
- Predictive Modeling: House price prediction, stock price prediction
- Classification: Spam detection, sentiment analysis
- Clustering: Customer segmentation
- Image Classification: Digit recognition (e.g., MNIST dataset)
Time Series Forecasting: Weather prediction, sales forecasting
⏱️ التوقيت : عدة أفواج سواءا صباحية / مسائية / و حتى بالليل ( يوميا )
لانضمام فقط من خلال الرابط :
https://forms.gle/MBjnJWYpkXMaKoZp9
📍 مقرنا العاصمة باب الزوار
📌 اتصلوا بنا : 0793617413
