Advanced6 MonthsAI & Machine Learning
Artificial Intelligence & Machine Learning
Build intelligent systems using deep learning, NLP, and computer vision with TensorFlow and PyTorch.
Course Overview
An advanced program covering neural networks, deep learning, natural language processing, and computer vision. Build AI applications and deploy them in production environments.
Curriculum
1
Deep Learning Fundamentals
Neural NetworksBackpropagationCNNsRNNs & LSTMs
2
NLP & Transformers
Text ProcessingWord EmbeddingsBERT & GPTFine-tuning LLMs
3
Computer Vision
Image ClassificationObject DetectionSegmentationOpenCV
4
MLOps & Deployment
Model ServingMLflowDocker & KubernetesA/B Testing
What You'll Learn
- Design and train deep learning models
- Build NLP applications with transformers
- Apply computer vision techniques
- Deploy AI models to production
- Understand reinforcement learning fundamentals
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