- Course overview
- Course details
- Prerequisites
Course overview
About this course
This course equips you with the skills to transform complex data into actionable insights while ensuring data integrity and privacy. Dive into Generative AI, Machine Learning, and Predictive Analytics and learn to solve real-world problems like employee attrition with AI. Develop skills for AI-driven data science roles with hands-on learning.
Audience profile
- Data Analysts & Scientists
- Business Intelligence Professionals
- IT Specialists & System Integrators
- Data Engineers
- Students & New Graduates
Course details
Course Introduction
Module 1: Foundations of Data Science
Module 2: Foundations of Statistics
Module 3: Data Sources and Types
Module 4: Programming Skills for Data Science
Module 5: Data Wrangling and Preprocessing
Module 6: Exploratory Data Analysis (EDA)
Module 7: Generative AI Tools for Deriving Insights
Module 8: Machine Learning
Module 9: Advance Machine Learning
Module 10: Data-Driven Decision-Making
Module 11: Data Storytelling
Module 12: Capstone Project - Employee Attrition Prediction
Optional Module: AI Agents for Data Analysis
Prerequisites
- Basic knowledge of computer science and statistics (beneficial but not mandatory).
- Keen interest in data analysis.
- Willingness to learn programming languages such as Python and R.
Enquiry
Course : AI+ Data
Enquiry
request for : AI+ Data
