We work with you to create new and interactive websites and solutions that cater to your customers’ needs, spread brand awareness and influence, and generate new leads.- Digital Marketing Analytics - Dimensions of Business Analytics. - Machine Learning Model Build. - Introduction to Data Visualization.
We introduce frameworks and ideas that provide insights into a real world of business challenges, understanding your business better and create strategies for growth. We introduce frameworks and ideas that provide insights into a real world of business challenges, understanding your business better and create strategies for growth.
What You'll Learn
We introduce frameworks and ideas that provide insights into a real world of business challenges,
We introduce frameworks and ideas that provide insights into a real world of business challenges,
We introduce frameworks and ideas that provide insights into a real world of business challenges,
We introduce frameworks and ideas that provide insights into a real world of business challenges,
Course Outline
Introductions
Training Overview & Participants Expectations
Introduction to Business Analytics
What is Business Analytics?
Business analytics information action-value chain
Scope of Business Analytics
Information layer
Descriptive
Predictive
Prescriptive
Cognitive
Understanding structured and unstructured data
Using Data to answer business questions
Tools and Technology for Business analytics Implementation
Importance of Business Analytics (Application and Benefits)
Business Analytics life Cycle
Dimensions of Business Analytics
Customer Analytics
Introduction to Customer Analytics
Case study
Operations Analytics
Introduction to Operation Analytics
Case study
People Analytics
Introduction to People Analytics
Case study
Accounting Analytics
Introduction to Accounting Analytics
Case study
Banking Analytics
Business Analytics application in Banking
Case study
Customer Relationship Management Analytics
Cross-sell and up-sell
Next best product or channel – Recommender engine
Low-cost Deposit Retention Analytics
Monitor customer investment pattern.
Inflow and outflow monitoring and prediction
Underwriting and Loan Sales Analytics
Pre-qualify customers for loans and credit cards
Machine Learning Model building
Introduction to Machine Learning
Machine Learning Definitions
Machine Learning process
Types of Machine Learning
Classification of problems solved by Machine Learning
AutoML Tools
Introduction to BigML
Lab Exercise: Predicting Bank Loan Default.
Introduction to Data Visualization
Data Visualization Tools (Think-cell, Power BI, Tableau)