Introduction To Machine Learning and Artificial Intelligence

Artificial Intelligence (AI) and Machine Learning (ML) are currently changing the game for the industries. Many businesses take up artificial intelligence (AI) technology to try to reduce operational costs, increase efficiency, grow revenue, and improve customer experience. For the greatest benefits, businesses should look at putting the full range of smart technologies - including machine learning, natural language processing, and more - into their processes and products. However, even businesses that are new to AI can reap major rewards.

This training course is designed to provide participants with the fundamental concepts of AI and machine learning and allow them to have an in-depth understanding of its benefits and uses in the organisation. 

• The basic concepts and ideas of machine learning and artificial intelligence.
• Python and Jupyter
• Statistics and Probability Refresher and Python Practice
• Matplotlib and Advanced Probability Concepts
• Algorithm Overview
• Predictive Models
• Applied Machine Learning
• Recommender Systems
• Dealing with Data in the Real World
• Machine Learning on Big Data (with Apache Spark)
• Testing and Experimental Design
• GUIs and REST: Build a UI and REST API for your Models