Artificial Intelligence

• Ability of a machine/program to perform a cognitive function
• Associated with human brain (cognitive)
• Problem solving, inference, learn
• Interact with specific domain or environment

Applications and Use Cases

• Image, pattern recognition
• Natural language processing (NLP)
• Translations, text
• Robotics, autonomous vehicles
• Cognitive experts / advisors
• Predictions (probability) based on features in large data sets

Machine Learning (ML)

Machine Learning (ML)

Classical ML based on mathematical or statistical algorithms
Detect patterns and make predictions and recommendations
Trained on data

Descriptive / Classification

Describe what it is / happened

Predictive / Regression

Anticipate what will happen

DATA is key source of insight

DATA-driven organizations, Internet companies

Prescriptive

Provide recommendations on what to do