Deep Learning Course
Learn Deep Learning concepts and neural network architectures used in advanced AI systems, computer vision, and intelligent automation.
Curriculum of AI Program
- Introduction to AI & ML
- Python Basics for AI
- Data Handling & Visualization
- AI Workflow Fundamentals
- Machine Learning Introduction
- Basic ML Algorithms
- AI Use Cases & Applications
- Mini Practical Exercises
- Introduction to Generative AI
- ChatGPT, Gemini & AI Tools
- Prompt Engineering Basics
- Advanced Prompting Techniques
- AI Content Generation
- AI Automation Use Cases
- Productivity Workflows
- Hands-On Practical Exercises
- Python for AI
- Machine Learning Algorithms
- Deep Learning Fundamentals
- NLP & LLM Introduction
- AI Model Development
- AI Project Lifecycle
- Real-Time AI Projects
- Deployment Basics & Best Practices
- NLP Fundamentals
- Text Processing Techniques
- Sentiment Analysis
- Text Classification
- Transformers & LLM Concepts
- OpenAI & Hugging Face Basics
- AI Chatbot Development
- NLP Mini Projects
- Introduction to Deep Learning
- Neural Networks Fundamentals
- ANN, CNN & RNN Basics
- Activation Functions
- TensorFlow/Keras Introduction
- Image Processing Basics
- Deep Learning Model Training
- Practical Deep Learning Projects