Data Science

Identify premium pricing attributes for home insurance using R/Python

A simple and brilliant opportunity to build proof of work in the extremely in-demand data science field of insur-tech.

Certified by

Role

Data Analyst

Industry

Real Estate

Menterns at work

Level

Intermediate

Time Commitment

Submit First Draft in 30 days

Duration

60 days

Tools you’ll learn

Here’s What You Work On

About the Company

APS is a leading Real Estate solutions provider offering a wide gamut of services, ranging from highly targeted commercial leasing to asset advisory and management. They specialize in commercial interior works and undertake various construction projects.

Explore

the following work techniques

CRISP - DM Framework

Exploratory Data analysis with R/Python

Data Cleaning and wrangling in R/Python

Plotting in R/Python (Data Visualization)

Learn more about our Menternship Principle

Bridging the gap

In this menternship, created for you by real estate consultant company APS India, you will conduct exploratory data analysis using R/Python to identify the attributes of a house and its owner which can effect the price of the house's insurance premium.

Apply

the following skills

Data Analysis

Data preparation

Hypothesis testing

Learn more about our Menternship Principle

Expected output

The insurance industry relies heavily on data science tools to optimize their pricing models. In the insurance business, customers go only for the lowest priced policies - and hence, competitive, data-driving pricing is a must for all insurance companies.

Create

the following deliverables

Exploratory data analysis report

Recommendation for premium pricing attributes for home insurance

Learn more about our Menternship Principle

What you’ll need before starting

R/Python, EDA

Why Do Menternships?

Build Real Skills by doing work, by experience.

Each Menternship experience is powered by the MentorMind experiential learning model. We empower you as a Mentern to produce your own unique real work output through mentoring, deep-learning & applying your learnings to work.

Do Real Work that matches corporate expectations.

All our Menternships are co-created with companies. They are designed for real-time work in the corporate function which allows all levers of a work experience to flourish in your Menternship experience.

Get active guidance from Real Mentors.

You get access to a guild of industry mentors with remarkably diverse experience in their fields. Mentors help you with expert advice, domain guidance or to understand a specific task better. Moreover, you can always depend on our community of menterns, MentorMind Garage, to seek assistance from your co-menterns, guides & mentors!

Showcase your Official Certification.

Successfully completing a Menternship is no less that having practical, hands-on work experience. You earn a Certificate of Recognition from the Menternship partner company which can be showcased on your CV or your LinkedIn as a proof of your real skills!

Become a member of the Mentern Perks Club.

As a Certified Mentern you earn a spot in the exclusive Mentern Perks Club, a MentorMind community that opens up networking amongst menterns from across the globe. MentorMind empowers the community with our amazing Perks Club guides, Do-With-Us workshops & access to work opportunities with our Corporate Partners!

Meet Our Certified Menterns

It was amazing! I learnt so many things like creating engagement on social media platforms. The 1:1 with mentors were super helpful. I learnt how to create Instagram ads, identify goals & do competitor analysis- so many things.

There was a lot of interactive sessions with Mentors. The Menternship I completed gave me a new perspective to how work has to be done. I truly enjoyed working with real figures & actual industry case studies.

My experience was great as I got a chance to explore subjects like Analytics which are difficult to look for. The Menternship allowed to get subject knowledge and see what goes behind the making and delivering of a product.

My experience was very useful as I learnt so much about Fleet Management & Digital Marketing connected to the real-world scenario. I learnt how to actually work with social media channels like IG & Facebook.

Identify premium pricing attributes for home insurance using R/Python

A simple and brilliant opportunity to build proof of work in the extremely in-demand data science field of insur-tech.

Explore our curated Resource Hub

Get Guidance in One-on-One Mentor Hours

Ask Questions in our Biweekly AMA

Resolve all doubts on Mentor Support Chatbox

Get Actionable Mentor Feedback on your work

Learn & Network at the exclusive Mentern Perks Club