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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• Introduction to Deep Learning: Neural Networks, Activation Functions, Backpropagation
• Convolutional Neural Networks (CNNs): Image Classification, Object Detection, Semantic Segmentation
• Recurrent Neural Networks (RNNs): Sequence Data, Natural Language Processing, Time Series Analysis
• Long Short-Term Memory (LSTM) Networks: Memory Cells, Vanishing Gradients, Exploding Gradients
• Generative Adversarial Networks (GANs): Generative Models, Adversarial Training, Image Synthesis
• Transfer Learning & Fine-Tuning: Pre-Trained Models, Domain Adaptation, Model Customization
• Deep Reinforcement Learning: Reinforcement Learning Basics, Q-Learning, Deep Q Networks
• Scaling Deep Learning Models: Distributed Training, Model Parallelism, Data Parallelism
• Deploying Deep Learning Models: Model Serving, Cloud Deployment, Edge Computing
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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