Overview

Course Description

This professional certificate program provides participants with essential knowledge and practical skills in developing and applying machine learning models using Python for industry applications. Participants will learn fundamental concepts, data preparation techniques, and model implementation through hands-on training, while also understanding ethical considerations and risks associated with the technology.

Objective:
1. To enable participants to understand and apply machine learning concepts using Python.
2. To enhance skills in data preparation and model development.
3. To equip participants with the ability to solve analytical and industry-related problems effectively.
4. To encourage critical evaluation of model performance and its implications.

Module:
1. Introduction to Data Analytics Ecosystem & Lifecycle
2. Understanding Data Types & Visualization
3. Designing Logic and Computation
4. Data Transformation
5. Dashboard Interaction & Sharing