Artificial Intelligence Applied to Business - SCORM

Course Description: Artificial Intelligence Applied to Business - SCORM

This course is taught in online mode and consists of 4 units. The approximate duration of the course is 100 hours distributed between content and collaboration tools. Upon completion, the student will receive a certificate of completion.

Course objectives

• Acquire knowledge about the technologies associated with the company as well as their use.
• Gain knowledge about AI applications in business.
• Implement AI-based applications for use in the enterprise.

Course content

Unit 1: Introduction to AI

• Definition. History
• Branches of AI. Algorithms
• Machine/Deep Learning
• Big Data: The Change in AI

Unit 2: Reinforcement Learning

• Deep learning models
• Examples with Weka/Orange

Unit 3: Business Applications

• People Analytics
• Prediction: stocks, demands, behaviors
• Segmentation: Supply Analysis. Identify Trends
• Customer loyalty using reinforcement learning
• Web recommenders
• Process improvement

Unit 4: Designing and Implementing an Azure AI Solution (Exam AI-102)*

• Publishing a Machine Learning Experiment with Microsoft Azure Machine Learning Studio
• Text evaluation with Azure Cognitive Language Services
• Speech processing and translation with Azure Cognitive Speech Services
• Building intelligent bots with Azure Bot Service
• Image processing and classification with Azure Cognitive Vision services

(*) Additional content for preparing for Microsoft AI_102 certification

Laboratory AI-102

Final Evaluation

Quality Questionnaire

Prerequisites

No technical prerequisites are required to take this course. However, basic computer skills and knowledge of IT-related environments are recommended.