Professional Certificate in Deep Learning for Tech Companies
-- ViewingNowThe Professional Certificate in Deep Learning for Tech Companies is a vital course designed to meet the surging industry demand for deep learning expertise. This program, offered by leading institutions, equips learners with essential skills to navigate the complex world of artificial intelligence and machine learning.
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โข Introduction to Deep Learning: Neural Networks, Activation Functions, Backpropagation
โข Convolutional Neural Networks (CNNs): Image Classification, Object Detection, Semantic Segmentation
โข Recurrent Neural Networks (RNNs): Sequence Data, Natural Language Processing, Time Series Analysis
โข Long Short-Term Memory (LSTM) Networks: Memory Cells, Vanishing Gradients, Exploding Gradients
โข Generative Adversarial Networks (GANs): Generative Models, Adversarial Training, Image Synthesis
โข Transfer Learning & Fine-Tuning: Pre-Trained Models, Domain Adaptation, Model Customization
โข Deep Reinforcement Learning: Reinforcement Learning Basics, Q-Learning, Deep Q Networks
โข Scaling Deep Learning Models: Distributed Training, Model Parallelism, Data Parallelism
โข Deploying Deep Learning Models: Model Serving, Cloud Deployment, Edge Computing
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