Arms-On Machine Studying, Deep Studying, Quantum Algorithms & Hybrid AI-QC Purposes
What you’ll study
Grasp AI & Machine Studying – Be taught AI fundamentals, Supervised & Unsupervised Studying, and construct real-world ML fashions from scratch.
Construct Deep Studying Fashions – Prepare Neural Networks, CNNs, and RNNs utilizing TensorFlow & PyTorch for picture recognition, NLP, and superior AI purposes.
Perceive Quantum Computing – Be taught Qubits, Superposition, Entanglement, and the way Quantum Circuits work utilizing Qiskit and IBM Quantum.
Implement Quantum Algorithms – Develop Grover’s Search, Shor’s Algorithm, and Variational Quantum Circuits for real-world problem-solving.
Prepare AI Fashions with Quantum Computing – Use Quantum Machine Studying (QML) to boost AI fashions with quantum speedups and quantum function mapping.
Construct AI-Powered Chatbots & NLP Techniques – Create AI-driven chatbots, voice assistants, and sentiment evaluation fashions for real-world purposes.
Develop AI for Finance & Buying and selling – Predict inventory developments, optimize monetary portfolios, and improve threat administration with AI & Quantum AI methods.
Discover Quantum Cryptography & Safety – Implement Quantum Key Distribution (QKD) and quantum-safe encryption for safe communication.
Create AI-Primarily based Fraud Detection Techniques – Prepare AI fashions to detect fraudulent transactions and cyber threats in monetary and cybersecurity sectors.
Construct AI-Quantum Hybrid Purposes – Mix AI & Quantum Computing to develop next-gen purposes in healthcare, finance, and information science.
English
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