Linear Algebra, Calculus & Optimization for AI

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Linear Algebra, Calculus & Optimization for AI

$7.00

Learn Python programming specifically for Artificial Intelligence projects. Master variables, loops, functions, classes, and popular AI libraries. Write clean, efficient, and reusable code through practical exercises. Build small AI applications as you progress through the course. No previous programming experience is required.

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Master enterprise-grade AI engineering using production-ready architectures, distributed model training, GPU acceleration, transformer networks, vector embeddings, and scalable inference pipelines. Implement TensorFlow, PyTorch, Hugging Face, CUDA, ONNX Runtime, TensorRT, and modern MLOps workflows. Design high-performance solutions with RAG, semantic search, FAISS, Pinecone, LangChain, Kubernetes, and cloud-native deployment strategies. Develop optimized, production-ready AI applications following industry best practices for scalability, observability, security, and performance.

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