Machine Learning and AI, concepts and techniques (Student notes)

Students should read CyBOK Knowledge Areas materials and other provided documents and watch the videos to understand the topic. The lecturer will guide you through some introductory Machine Learning techniques and Deep learning tutorials. The student has to follow the guidelines given in the links below to access and practice basic machine learning techniques.

Students can also refer to the links given in the notebook for further reading on the topic and gain relevant knowledge.

Online learning: Read and practice Machine Learning for Everyone

Student Notebook supervised machine learning: Link
dataset: Link

Student Notebook Unsupervised machine Learning : Link

Student Notebook Deep Learning : Link