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March 01,2018 - December 31,2019

Loan Prediction Practice Problem (Using Python)

This course is aimed for people getting started into Data Science and Machine Learning. As a real life practical problem, you will be solving one of the most challenging credit risk problem to predict the customer eligibility for loan based on his/her past credit history and other demographic variables. By the end of this course, you will acquire the skills to approach and solve any data problem.

About This Course

This course is designed for people who want to solve binary classification problems. Classification is a skill every Data Scientist should be well versed in.

In this course, we are solving a real life case study of Dream Housing Finance. The company deals in all home loans. They have a presence across all urban, semi-urban and rural areas. Customers first apply for a home loan after that company validates the customer's eligibility. The company wants to automate the loan eligibility process (real-time) based on customer detail provided while filling online application form.

By the end of the course, you will have a solid understanding of Classification problem and Various approaches to solve the probem

Requirements

This course assumes that you have familiarity with Python.

Frequently Asked Questions

1. Who should take this course?

This course is meant for people looking to explore Classification Problems in Python.

2. Do I need to install any software before starting the course?

You will need to download and install python.

3. What is the refund policy?

The course is free of charge.

4. Do I need to take the modules in a specific order?

We would highly recommend taking the course in the order in which it has been designed to gain the maximum knowledge from it.

5. Do I get a certificate upon completion of the course?

This is a free course and therefore there is no certificate involved.

6. What is the fee for this course?

The course is free of charge.

7. How long will I have access to this course?

You will have access to the course for a duration of 6 months.

8. Is there any placement support?

This is an introductory course and this does not include any placement support. Once you have worked on a few data science projects and hackathons, you can always apply to jobs on Analytics Vidhya portal

ABOUT THE INSTRUCTORS

Analytics Vidhya

Analytics Vidhya

Learn Everything about Analytics

Analytics Vidhya offers a high engagement community of data scientists and analytics professionals. You can connect with them to solve cutting-edge problems to hire them or turn them into evangelists of your products and services

SYLLABUS

  • Introduction to the Course
  • Understanding Problem and the Data
  • Exploratory Data Analysis (EDA) and Data PreProcessing
  • Modeling and Feature Engineering
REVIEWS
4.1(7)
7 Reviews

1 days 4 hours ago

balasubramanian.v

2 days 17 hours ago

imohitsharma

3 days 9 hours ago

dark_knight

Good course for beginners, who have undergone concepts and are looking to practice it

4 days 11 hours ago

vijay38

4 days 16 hours ago

kiran_vajrapu

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