Professional Certificate in Deep Learning and Machine Learning for Web Development
-- ViewingNowThe Professional Certificate in Deep Learning and Machine Learning for Web Development is a critical course that equips learners with essential skills in two high-demand fields. This program covers the fundamentals of deep learning, neural networks, and machine learning algorithms, providing a strong foundation for developing intelligent web applications.
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โข Unit 1: Introduction to Deep Learning and Machine Learning for Web Development
โข Unit 2: Neural Networks and Deep Learning Fundamentals
โข Unit 3: Machine Learning Algorithms and Techniques
โข Unit 4: Data Preprocessing and Feature Engineering
โข Unit 5: Building Deep Learning Models with TensorFlow and Keras
โข Unit 6: Natural Language Processing (NLP) with Deep Learning
โข Unit 7: Convolutional Neural Networks (CNN) for Computer Vision
โข Unit 8: Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM)
โข Unit 9: Deploying Machine Learning Models in a Web Application
โข Unit 10: Best Practices and Ethical Considerations in AI and Machine Learning
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