AI and Machine Learning Boot Camp

With the AI and Machine Learning Boot Camp course, you will learn how to build and derive insights from data science and machine learning models. You will learn key concepts in data acquisition, preparation, exploration and visualization along with examples on how to build a data science solution using Azure Machine Learning Studio, R and Python.

On successful Completion of the course you will be able to:

• Describe key concepts of Artificial Intelligence
• Describe how AI differs from machine learning
• Understand Open Source AI and Machine learning tools
• Understand Open Source AI & Machine learning Platforms
• Understand AI algorithms: supervised learning, unsupervised learning, reinforcement learning, Natural Language Processing (NLP) and Deep Learning
  
• Develop AI and Machine learning solutions using R and Python
  
• Develop R AI and Machine learning solutions using Microsoft Azure ML
• Develop AI and Machine learning solutions using Microsoft Azure ML Studio
• Prepare data for AI modelling such as LLM
• Visualize and explore data
• Create supervised and unsupervised machine learning models