About Program
Dive deep into the world of AI and Machine Learning with STEAM Varsity's program. Our curriculum is designed to give you a solid foundation in these cutting-edge technologies, covering everything from the basics to advanced concepts. Through a series of hands-on projects and real-world applications, you'll learn how to develop intelligent systems and algorithms that can analyze data, learn from it, and make informed decisions. Our program will not only teach you the theory behind AI and Machine Learning but also give you the practical skills needed to succeed in this rapidly evolving field. Join us and become a leader in the future of AI!
Beginner
You will learn:
- Introduction to AI and ML
- Types of Machine Learning
- Data Preprocessing
- Introduction to Python for ML
- Building Your First ML Model
- Classification Algorithms
- Introduction to Visualization of Data Analysis
- Ethical Considerations and Future Trends
Intermediate
You will learn:
- Advanced Data Preprocessing and Feature Engineering(EDA)
- Advanced Supervised Learning Algorithms
- Unsupervised Learning and Clustering
- Natural Language Processing (NLP)
- Time Series Analysis and Forecasting
- Deep Learning Fundamentals
- Model Deployment and Serving
- Ethical AI and Interpretability
Advanced
You will learn:
- Advanced Neural Network Architectures
- Advanced NLP Techniques
- Reinforcement Learning
- Advanced Computer Vision
- Model Interpretability and Explainability
- Scalable Machine Learning
- Advanced Techniques in Model Deployment
- Ethical AI and Fairness in Machine Learning
Research-Based Learning Programs
Prerequisites
Students should bring own laptop with graphics card(NVIDIA preferred)