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Training Overview

This 3-day online live course is intended to go through the complete roadmap that leads to the immense universe of Artificial Intelligence. It starts from ground zero, a quick overview of basic statistics and data analysis, pillars upon which both “supervised” and “unsupervised” Machine Learning evolved and became at their turn the inevitable backbone for all Artificial Intelligence algorithms behind successful AI applications. In parallel to dozens of step-by-step case studies, the workshop will explore
simultaneously, and under different angles, all Machine Learning algorithms applied to the famous generic must-know case study “Iris Flowers”, as well as on “Pulse”, a real healthcare data set related to hospitalized patients. This exclusive approach, will allow participants to compare all solutions and adapt the exact one that fits their need in real life.

Learning Outcome:

  • Discuss the topics of the Bayes Theorem, Naive assumption, and Classification rule
  • Learn more about the predictive and estimation model, also the Kernel machine
  • Get to know what is IoT and Big Data
  • Explore the fields of application of natural language processing: sentiment analysis, text categorization, tokenization, stemming, lemmatization, and POS tags

Who should attend?

• Researchers
• Statisticians
• Data Analysts
• Data Scientists
• Machine Learning Modellers
• Deep Learning Software Developers
• AI Practitioners
• Computer Science and IT Managers

Trainer

Walid Semaan
Walid SemaanExpert trainer in Data Science and AI

Download the Agenda

Download detailed Agenda - Healthcare automation from Machine Learning to AI MasterClass