Artificial Intelligence & Machine Learning Course
Master AI & ML concepts, algorithms, and practical applications
Course Information
- Duration: 6 Months
- Modules: 8
- Mode: Classroom/Online
- Certification: Yes
- Placement Assistance: Yes
- Project Work: Included
AI & ML Training Program
Our comprehensive AI & ML course equips you with the skills to develop intelligent systems and implement machine learning solutions. Learn from fundamentals to advanced concepts through hands-on projects and real-world applications.
Key Features
- Hands-on experience with AI & ML tools
- Real-world project implementation
- Deep learning frameworks
- Industry case studies
- Advanced algorithms
- Model deployment
Course Curriculum
Module 1: Python for AI & ML
- Python programming basics
- NumPy and Pandas
- Data manipulation
- Scientific computing
Module 2: Mathematics for AI
- Linear algebra
- Probability and statistics
- Calculus fundamentals
- Optimization techniques
Module 3: Machine Learning Fundamentals
- Supervised learning
- Unsupervised learning
- Model evaluation
- Feature engineering
Module 4: Deep Learning
- Neural networks
- CNN architectures
- RNN and LSTM
- Transfer learning
Module 5: Natural Language Processing
- Text processing
- Sentiment analysis
- Language models
- Transformers
Module 6: Computer Vision
- Image processing
- Object detection
- Face recognition
- Video analysis
Module 7: Reinforcement Learning
- Q-learning
- Policy gradients
- Deep RL
- Applications
Module 8: AI & ML in Production
- Model deployment
- MLOps
- API development
- Project implementation
Career Opportunities
After completing this course, you can pursue careers as:
- AI Engineer
- Machine Learning Engineer
- Deep Learning Specialist
- NLP Engineer
- Computer Vision Engineer
- AI Research Scientist
Prerequisites
Basic understanding of programming and mathematics. Knowledge of Python programming is beneficial but not mandatory. Strong analytical and problem-solving skills are essential.