Customer Lifetime Value Prediction Engine

Projects

In this Project Course you will learn how to calculate the lifetime value of customers related to an organization using Beta Geometric / Negative Binomial distribution model (BG/NBD)

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What will you learn?

  • You will learn how to Work on Jupyter Notebooks
  • You will learn how to install required Libraries
  • You will learn how to import required Datasets
  • You will learn about the “lifetimes” package
  • You will learn how to calculate the lifetime value of customer using BG/NBD Model.
  • You will learn about the Basics of a BG/NBD Model
  • You will understand the Basic Steps involved in calculating the Lifetime value of a Customer
  • You will understand the impact and importance of this Model
  • You will learn how to gain insights from the Charts to understand the liveliness of a Customer
  • You will learn how to predict whether the customer is alive or not.
  • You will learn how to predict the next transaction from a customer.
  • You will learn to create extra Features for better analysis.
  • You will learn how to manipulate data
  • You will learn How to get Useful Insights from Data
  • You will be able to perform Comparative analysis
  • You will analyze the key Findings and Insights to implicate Business Impact.

Who is this Course for?

DSA Projects

Course Requirements

  • Python Installed in your System
  • Jupyter Notebook Installed in your Systems
  • You should have completed the “Python Fundamentals” Course.
  • You should have completed the “Python Data Structures” Course
  • You should have completed the “Python Functions” Course.
  • You should have completed the “Python for Data Science” Course.
  • You should have completed the “Data Visualization” Course.
  • You should have completed the “Data Preprocessing” Course.
  • You should have completed the “Machine Learning” Course
  • You should have Interest towards learning new advanced concepts

1

Sections

14

Lessons

1

Hours

Course Curriculum

Section 1
Customer Lifetime Value Prediction Engine
Customer Lifetime Value Prediction Engine

Every Course Comes with…

HD VIDEOS

Every Projects comes with 2-3 hours of video lessons giving you step-by-step solution with explanation of the entire project

CODE & WORKBOOKS

You will get the entire project workbooks, datasets, and other resources with it

PROJECT PORTFOLIO

Build your Project Portfolio by adding these projects to your Online Profiles like GitHub, LinkedIn, Kaggle etc

I was amazed by how much I was able to gain in such a short amount of time.
The #1 thing I got from the course was the confidence to complete complicated projects.

Now I am also a believer in Projects over Degrees
Prashant Singh
Vice President, PayTM
I was very sceptical that I can complete a course Online, but thankfully DataisGood proved me wrong.

They helped me chose the right path, the right projects and gave me the right guidance.
DataisGood has changed my life.
Sourav Kumar
Sr. Data Analyst, TCS

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