Understanding Machine Learning

Explore the various forms of machine learning and their applications in today's technology-driven world.

Understanding Machine Learning Concepts

Explore the various forms of machine learning and their applications in today's technology-driven world. Discover how these techniques are transforming industries and enhancing decision-making processes.

the word ai spelled in white letters on a black surface
the word ai spelled in white letters on a black surface

Understanding Machine Learning

Explore various forms of machine learning and their applications in today's technology-driven world.

Supervised Learning
black audio mixer
black audio mixer

Uses labeled data to train models. Examples: Regression, Classification.

woman wearing grey shirt
woman wearing grey shirt
two girl illustrations
two girl illustrations
Unsupervised Learning

Works on unlabeled data. Examples: Clustering, Dimensionality Reduction.

Learning through interaction with the environment to maximize cumulative reward. Example: Q-Learning

Reinforcement Learning

Use Cases for ML

  • Machine learning in marketing and sales

  • Customer service

  • Personal assistants and voice assistants

    • Chatbots

    • Tasks done by virtual personal assistants or voice assistants (scheduling, sending emails and more)

    • Healthcare (Cancer imaging classification, Fractures and more

  • Machine learning and cybersecurity

    • ML and facial recognition (Enterprise Security)

    • Antivirus

    • Models to identify and respond to cyberattacks and detect intrusions

    • ML classification algorithms - Fraud, Phishing and more