🧠 دوره های رایگان هوش مصنوعی دانشگاه استنفورد

1️⃣ 𝗖𝗦𝟮𝟮𝟭 - 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲
→ Foundations of AI: search, reasoning, planning, decision-making: https://lnkd.in/dyu3FsK8

2️⃣ 𝗖𝗦𝟮𝟮𝟵 - 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 (𝗔𝗻𝗱𝗿𝗲𝘄 𝗡𝗴)
→ Supervised learning, unsupervised learning, deep dive into algorithms. https://lnkd.in/da4J48v5

3️⃣ 𝗖𝗦𝟮𝟯𝟬 - 𝗗𝗲𝗲𝗽 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 (𝗔𝗻𝗱𝗿𝗲𝘄 𝗡𝗴)
→ Neural networks, CNNs, RNNs, best practices for building deep models. https://lnkd.in/dmdgrn4Y

4️⃣ 𝗖𝗦𝟮𝟮𝟵𝗠 - 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗧𝗵𝗲𝗼𝗿𝘆
→ Mathematical underpinnings and rigorous ML proofs. https://lnkd.in/dKGxgaCH

5️⃣ 𝗖𝗦𝟮𝟯𝟰 - 𝗥𝗲𝗶𝗻𝗳𝗼𝗿𝗰𝗲𝗺𝗲𝗻𝘁 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴
→ Markov decision processes, Q-learning, policy gradients. https://lnkd.in/dWgsTMqY

6️⃣ 𝗖𝗦𝟮𝟮𝟰𝗨 - 𝗡𝗮𝘁𝘂𝗿𝗮𝗹 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗨𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱𝗶𝗻𝗴
→ Semantic analysis, dialogue systems, language meaning. https://lnkd.in/daxDtGpb

7️⃣ 𝗖𝗦𝟮𝟮𝟰𝗡 - 𝗡𝗟𝗣 𝘄𝗶𝘁𝗵 𝗗𝗲𝗲𝗽 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴
→ Word embeddings, transformers, modern NLP architectures. https://lnkd.in/d3s2GwSh


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