ML-13
Students design and implement a complete ML model
- Dataset selection
- Preprocessing
- Training, evaluation
- Presentation
پروژه پایانی
کاربر یک پروژه کامل انجام میدهد:
- انتخاب دیتاست
- پیشپردازش
- آموزش و ارزیابی
- ارائه و تحلیل
- Introduction to Machine Learning (ML-1)
- Python Tools for Machine Learning & Data Preprocessing (ML-2 , ML-3)
- (ML-4 , ML-5) Supervised Learning
- Unsupervised Learning & Ensemble Learning (ML-6 , ML-7)
- Neural Networks and Deep Learning ,Intro (ML-8)
- Model Optimization (ML-9)
- Reinforcement Learning ,Intro (ML-10)
- Real-World ML Project Development & Case Studies (ML-11 , ML-12)
- Final Project ,Optional (ML-13)