Overview
Program
Overview
Programme Objectives
- Learn tools and techniques required to analyze information from business data
- Understand regression, correlation and testing of hypotheses
- Implementation of machine learning algorithms for data analysis
- Analyze complex data sets through sophisticated data modelling functions in R and Python
- Visualise, transform and model data in R and Python
- Create dashboards for business using Power BI
- Practical business scenarios used in the industry in marketing & operations analytics
- Practical implementation of Artificial Intelligence by building & training neural networks
Program
- Data Analysis in Excel
- Statistics for Analytics
- Programming in R
- Introduction to Machine Learning
- Data Preparation in R
- Data Visualization – R
- Advanced R Programming
- Supervised Learning
- Supervised Machine Learning Algorithms
- Unsupervised Learning
- Ensemble Modelling
- Python programming & Data Exploration in Python
- Visualization using Power BI
- Artificial Intelligence
- Marketing and Operations Analytics
- Professional Skills & Interview Preparation
Duration
293 hours
Exit Profile
Data Analyst
Title
Diploma in Data Analytics