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Learning methods From data to analytics Variables and relationships AI algorithms: supervised Supervised or unsupervised? AI algorithms: unsupervised Reinforcement learning Artificial Neural Networks The mathematical background Backpropagation: adjust the ANN Traditional algorithms or ANN's? Zero-shot, online and batch learning AI Programming Recommendation engines Text generation and translation Word Embeddings Transformers and long-term memory What is ChatGPT? AI and image recognition APIs: data + AI GANs and creative computers AI is limited and narrow AI with prejudices Agents AGI, the singurality and possible dangers Future AI developments

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