Undergraduate Certificate in Deep Learning Algorithms for Data Science
-- ViewingNowThe Undergraduate Certificate in Deep Learning Algorithms for Data Science is a comprehensive course designed to equip learners with the essential skills required in the rapidly growing field of data science. This program emphasizes the importance of deep learning algorithms, a subfield of artificial intelligence, that mimic the workings of the human brain to recognize patterns and make decisions.
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โข Introduction to Deep Learning & Data Science
โข Neural Networks and Backpropagation
โข Convolutional Neural Networks (CNN)
โข Recurrent Neural Networks (RNN) & Long Short-Term Memory (LSTM)
โข Deep Learning Frameworks: TensorFlow, PyTorch, Keras
โข Natural Language Processing (NLP) & Word Embeddings
โข Computer Vision & Image Recognition
โข Deep Reinforcement Learning
โข Generative Adversarial Networks (GAN)
โข Deep Learning Applications in Industry
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