2. SPEAKER
• M. Tech. from IIT Kharagpur
• Inventor of US Patent # 6,609,084, Issue Date: August 19, 2003
• Two decades of experience in Software Industry
• My Blog (https://shashijeevan.com)
7. MACHINE LEARNING DEFINITION
• Machine Learning: Field of study that gives computers the
ability to learn without being explicitly programmed.
~Arthur Samuel, 1959
• Well posed Learning Problem: A computer program is said to
learn from experience E with respect to some task T and some
performance measure P, if its performance on T, as measured
by P, improves with experience E.
~Tom Mitchell, 1998
8. MACHINE LEARNING TYPES
• Supervised Learning – Naïve Bayes, SVM, Artificial Neural Nets,
Random Forest
• Unsupervised Learning – K Means Clustering
• Reinforcement Learning – Model Free Learning, MDP, Q
Learning
• Semi Supervised Learning – GAN (New)