Professional Certificate in Neural Networks & Machine Learning
-- ViewingNowThe Professional Certificate in Neural Networks & Machine Learning is a career-enhancing course that focuses on the design and implementation of artificial neural networks and machine learning algorithms. This program addresses the growing industry demand for professionals with expertise in these advanced technologies, equipping learners with essential skills to excel in data analysis, predictive modeling, and decision-making roles.
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โข Unit 1: Introduction to Neural Networks
โข Unit 2: Mathematics for Machine Learning
โข Unit 3: Artificial Neural Networks (ANNs)
โข Unit 4: Deep Learning Fundamentals
โข Unit 5: Convolutional Neural Networks (CNNs)
โข Unit 6: Recurrent Neural Networks (RNNs)
โข Unit 7: Natural Language Processing (NLP) with Neural Networks
โข Unit 8: Training Neural Networks: Optimization Algorithms
โข Unit 9: Hyperparameter Tuning and Regularization Techniques
โข Unit 10: Applications of Neural Networks and Machine Learning
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