Introduction to Machine Learning (AB 604 (C))-Automation and Robotics (VI-Semester) | RGPV

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• Syllabus

• Syllabus - Introduction to Machine Learning (AB 604 (C))

• Introduction to machine learning

• Basics of Machine Learning
• Mathematics for Machine Learning
• Data Handling and Visualization

• Linearity vs non linearity

• Neural Networks
• Advanced Neural Networks

• Convolutional neural network

• Basics of Convolutional Neural Networks
• Advanced Topics in Convolutional Neural Networks

• Recurrent neural network

• Basics of Recurrent Neural Networks
• Reinforcement Learning

• Support Vector Machines

• Support Vector Machines
• Applications of Machine Learning
• Case Study