Certificate in Neural Networks and Anomaly Detection

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The Certificate in Neural Networks and Anomaly Detection is a comprehensive course that provides learners with essential skills in the rapidly growing field of artificial intelligence. This course focuses on neural networks, a critical component of machine learning and AI, and anomaly detection, which is vital for identifying unusual patterns or outliers in data.

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À propos de ce cours

In today's data-driven world, there is a high demand for professionals with expertise in neural networks and anomaly detection. This course equips learners with the skills to design, implement, and optimize neural networks for various applications, including image and speech recognition, natural language processing, and predictive analytics. By completing this course, learners will gain a competitive edge in the job market and be prepared for careers in data science, machine learning engineering, and artificial intelligence. The course provides hands-on experience with popular deep learning frameworks, enabling learners to apply their knowledge to real-world problems and advance their careers in this exciting field.

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Détails du cours

• Introduction to Neural Networks
• Types of Neural Networks
• Mathematics of Neural Networks
• Designing Neural Network Architectures
• Training Neural Networks
• Anomaly Detection Overview
• Anomaly Detection using Supervised Learning
• Anomaly Detection using Unsupervised Learning
• Anomaly Detection using Deep Learning
• Evaluation Metrics for Anomaly Detection

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