Artificial Intelligence & Deep Learning
Master artificial intelligence, deep learning, and neural networks. Build AI applications from computer vision to natural language processing.
What You'll Learn
- Deep learning with TensorFlow and PyTorch
- Computer vision and image recognition
- Natural language processing and transformers
- Reinforcement learning and AI agents
- Generative AI and large language models
- AI ethics and responsible AI development
Course Curriculum
AI Foundations
AI History & ConceptsPython for AILinear AlgebraStatistics & Probability
Machine Learning Fundamentals
Supervised LearningUnsupervised LearningFeature EngineeringModel Evaluation
Neural Networks & Deep Learning
PerceptronsBackpropagationCNNsRNNs & LSTMs
Computer Vision
Image ProcessingObject DetectionFacial RecognitionMedical Imaging
Natural Language Processing
Text ProcessingSentiment AnalysisTransformersBERT & GPT Models
Advanced AI Topics
Reinforcement LearningGANsTransfer LearningAI Optimization
AI Applications & Ethics
AI in ProductionModel DeploymentAI EthicsCapstone Project
Portfolio Projects
- Intelligent Chatbot with NLP
- Computer Vision Security System
- Stock Price Prediction Model
- AI-Powered Recommendation Engine
- Autonomous Game Playing Agent
Career Opportunities
AI EngineerMachine Learning ScientistResearch ScientistAI Product Manager
