Artificial Intelligence & Machine Learning can range from building simple rule-based systems to designing complex deep learning models for real-world applications. AI & ML help in developing intelligent systems, automating tasks, and making data-driven decisions. Key aspects include machine learning algorithms, neural networks, natural language processing, and real-world AI applications.
| Course Name | Artificial Intelligence & Machine Learning (AI & ML) |
|---|---|
| Course Duration | 12 Weeks |
| AI & ML Curriculum |
|---|
| Introduction to AI & ML |
| Supervised & Unsupervised Learning |
| Regression & Classification Algorithms |
| Decision Trees & Random Forests |
| Neural Networks & Deep Learning |
| Natural Language Processing (NLP) |
| Computer Vision & Image Processing |
| Model Training & Hyperparameter Tuning |
| AI & ML in Real-world Applications |
| Final Project & Deployment |
