Graduate Certificate in Deep Learning Algorithms for AI
-- ViewingNowThe Graduate Certificate in Deep Learning Algorithms for AI is a crucial course designed to empower learners with the essential skills needed to thrive in the AI industry. This program focuses on deep learning algorithms, a subfield of AI that has gained significant importance due to its remarkable success in various applications.
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โข Unit 1: Introduction to Deep Learning
โข Unit 2: Neural Networks and Deep Learning Fundamentals
โข Unit 3: Deep Learning Architectures: Convolutional Neural Networks (CNN)
โข Unit 4: Deep Learning Architectures: Recurrent Neural Networks (RNN) & Long Short-Term Memory (LSTM)
โข Unit 5: Deep Learning Algorithms: Backpropagation and Gradient Descent
โข Unit 6: Deep Learning Libraries and Frameworks: TensorFlow and Keras
โข Unit 7: Deep Learning Applications: Computer Vision and Image Recognition
โข Unit 8: Deep Learning Applications: Natural Language Processing (NLP) and Text Analysis
โข Unit 9: Ethical Considerations in AI and Deep Learning
โข Unit 10: Current Trends and Future Directions in Deep Learning
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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