Artificial Intelligence and Machine learning have become one of the hottest topics in business. Want to learn AI & ML, but do not know where to begin? Here's your gateway to a knowledge sharing workshop on AI & ML, which will guide you through all the nuances of the technology, frameworks, uses and applications. With this course you will:1. Understand the complete space of AI, ML and Deep Learning2. Understand how statistical models are used for learning and predictions3. Get to know cutting edge applications and the future of AI4. Become equipped to start building your own AI applications Intended audience: Programmers, analysts, researchers and business users with little or no prior experience in AI & ML Agenda: 8.45 – 9:00 Registration and take seats 09:00 – 10:30 Introduction and Basics Overview of AI & ML Hosted Artificial Intelligence Technologies (Lex, Rekognition, Polly, Azure Cognitive Services, IBM Watson etc.) Standalone Artificial Intelligence Technologies (Spark MLib, Singa, Caffe, Tensorflow etc.) Programming Languages for AI (Python, R, Julia, etc.) Statistical Techniques Regression analysis Curve fitting techniques Predicting future values 10:30 – 11:00 Coffee Break 11:00 – 12:30 Artificial Neural Networks Neural Networks and resemblance to human brain Capabilities, uses and applications Feedforward Neural Networks The Perceptron Recurrent and Hopfield Neural Network Training and Backtesting 12:30 – 13:30 Lunch 13:30 – 15:00 More on Neural Networks Supervised & Unsupervised learning Simulated annealing Resilient backpropagation Particle swarm optimisation Recommendation Engines Principles behind providing recommendations Collaborative filtering Content based filtering Hybrid recommendation systems 15:00 – 15:20 Coffee Break 15:20 – 16:00 Common AI & ML Models k-nearest neighbours k-means clustering Bayesian network Natural language processing (NLP) Deep Learning 16:00 – 16:30 Real World Industry Use Cases and Applications 16:30 onwards Closure & Networking Trainer Sanket Sarang Sanket is the Founder & CTO @ BlobCity and creator of the BlobCity Database. As part of BlobCity he has personally worked on 100+ AI & data analytics projects, and has helped several large enterprises meet new analytic frontiers. Sanket has been an influential speaker at several conferences across the globe and has conducted several architect level courses and trainings in Big Data, AI & ML, Data Science & Analytics, Blockchain and other related softwares and technologies. https://in.linkedin.com/in/sanketsarang
starting on 2018-12-03 08:45:00
Address:
25 Taylor St,
94102 San Francisco
United States
