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Diploma
This diploma program is designed to provide specialized knowledge and practical skills in [specific field]. The course covers fundamental and advanced topics, preparing students for career opportunities in their chosen area. It includes theoretical lessons, hands-on training, and project work to ensure a comprehensive understanding.
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Introduction to AI: History and Evolution of AI AI vs. Machine Learning vs. Deep Learning Machine Learning: Supervised and Unsupervised Learning Regression and Classification Clustering and Dimensionality Reduction Deep Learning: Neural Networks Convolutional Neural Networks (CNN) Recurrent Neural Networks (RNN) Generative Adversarial Networks (GAN) Natural Language Processing (NLP): Text Processing Sentiment Analysis Language Translation Chatbots AI Tools and Frameworks: TensorFlow Keras PyTorch AI Ethics and Applications: Ethical Considerations in AI AI in Healthcare, Finance, Robotics, and more
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