AI (Aritificial Intelligence) & ML (Machine Learning)

Here are some important topics in AI and ML:

✦ Company Overview

Brief Introduction: A concise statement about what the company does. This should cover the products or services provided, the industry they operate in, and what makes them unique. Example: "We are a leading provider of innovative technology solutions that help businesses optimize their digital transformation journey.

✦ Mission Statement

A clear explanation of the company’s core purpose or mission. What drives the company? What value does it aim to deliver to its customers, employees, and the community? Example: "Our mission is to empower businesses through innovative software solutions that streamline processes, enhance productivity, and foster growth.".

✦ Vision Statement

Long-Term Goals: A statement about the company’s vision for the future. Where does the company see itself in the next 5-10 years?What impact does it hope to have on the industry or society? Example: "Our vision is to become the global leader in sustainable energy solutions, revolutionizing the way industries operate and reducing their environmental footprint."

✦ Unsupervised Learning :

The model is given data without explicit labels (unlabeled data's or patterns) and must identify patterns or structures (e.g., clustering, dimensionality reduction).