Certificate in Deep Learning: Video Analysis Core Concepts
-- ViewingNowThe Certificate in Deep Learning: Video Analysis Core Concepts is a comprehensive course designed to equip learners with essential skills in deep learning and video analysis. With the exponential growth of video data, there's an increasing demand for professionals who can analyze and extract valuable insights from video content.
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⢠Unit 1: Introduction to Deep Learning
⢠Unit 2: Video Analysis Overview
⢠Unit 3: Convolutional Neural Networks (CNNs)
⢠Unit 4: Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
⢠Unit 5: Deep Learning Frameworks: TensorFlow, PyTorch, Keras
⢠Unit 6: Data Preprocessing for Video Analysis
⢠Unit 7: Object Detection in Videos
⢠Unit 8: Action Recognition in Videos
⢠Unit 9: Transfer Learning & Fine-Tuning
⢠Unit 10: Evaluation Metrics & Model Optimization
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