Certification: Generative AI
Unlocking the Power of Generative AI: Deep Learning Techniques for Text and Image Generation
4.23 (26 reviews)
99
students
35 questions
content
May 2023
last update
$49.99
regular price
What you will learn
Introduction to Generative AI: Definition, types, and applications of Generative AI.
Machine Learning Fundamentals: Supervised Learning, Unsupervised Learning, Reinforcement Learning, and Deep Learning.
Deep Generative Models: Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs), Autoregressive Models, and Flow-based Models.
Natural Language Processing (NLP): Text Generation, Text Classification, Sentiment Analysis, Language Modeling, and Machine Translation.
Image and Video Generation: Style Transfer, Image Inpainting, Super Resolution, and Video Prediction.
Evaluation and Metrics: Metrics for measuring the quality of generated content, including Perplexity, BLEU, and Human Evaluation.
Applications of Generative AI: Creative Applications, Recommender Systems, Chatbots, and Virtual Assistants.
Ethics and Social Implications: Bias in Generative AI, Explainability, and Privacy.
Future Directions and Research Opportunities: Open Problems, Current Research Directions, and Future Research Directions.
5311262
udemy ID
5/6/2023
course created date
7/19/2023
course indexed date
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