CS7643

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CS-7643 Exam Study Guide – RNNs, LSTMs, Word Embeddings & NLP with 25 questions and answers

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This CS-7643 Exam Study Guide provides 25 essential questions and answers focused on deep learning and natural language processing (NLP). It is designed for students who want a concise yet powerful resource to prepare for exams. Key topics include: Fundamentals of RNNs and LSTMs, including gradient challenges and update rules. t-SNE for high-dimensional data visualization. Word embeddings: Word2Vec, Skip-Gram, Negative Sampling, Collobert & Weston vectors, GloVe, fastText, and contex...

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Exam (elaborations)
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CS7643 • CS7643

CS7643 Exam Study Guide – Reinforcement Learning & Deep Learning with 50 questions and answers

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This CS7643 Exam Study Guide provides 50 essential questions and answers covering advanced topics in reinforcement learning and deep learning. It is designed to help students quickly grasp theoretical foundations and practical algorithms for exam success. Key topics include: Reinforcement Learning fundamentals: evaluative feedback, sequential decisions, delayed rewards, and challenges. Markov Decision Processes (MDPs), value iteration, and policy iteration. Deep Q-Learning, fitted Q-...

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Exam (elaborations)
• 14 pages's •
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