Structured thinking churn prediction
About the Event
Predicting customer churn (also known as Customer Attrition) represents an additional potential revenue source for any business. Customer churn impacts the cost to the business, for example, lost revenue and the marketing costs involved with replacing those customers with new ones. Reducing customer churn is a key goal for every business.
In this challenge, A Bank is looking for help from data scientists like you to help them provide insights using their past data. They want to predict the churn probability for each potential customers which would help them to have right engagement.
Come be part of this competition that you will give you more reasons to love hackathons!
Prizes:
Top 3 rankers of the hackathon will be awarded
- Rank 1: INR 75K
- Rank 2: INR 50K
- Rank 3: INR 25K
This is not all, if you get in the top 20, youwill get exclusive benefitson India's Largest Data Science Event, in Bengaluru,DataHack Summit 2017
- Top 10 contestants will get a 25%OFFonConference Tickets(2 days and 3 days Pass)
- Contestants from ranks 11-20 will get a 15% OFFonConference Tickets(2 days and 3 daysPass)
Rules
Contest Guidelines
- One person cannot participate with more than one user accounts.
- Appropriate taxes will be applicable on the prize money.
- You cannot use UCIC_ID as a feature for modelling
- You cannot use external data for modelling
- You should submit a .zip for submission
Tools
- You are free to use any tool and machine you have rightful access to.
- You can use any programming language or statistical software.
Solution Checker
- You are free to use solution checker as many times as you want.
- Adding comment is mandatory for use of solution checker
- Comments will help you to refer to a particular solution at a later point in time.
Final Submissions
- Setting final submission is mandatory. If you don't make final submission, your entry would be dis-qualified.
- No submissions would be entertained after the hackathon ends.
- Code file is mandatory while setting final submission. For GUI based tools, upload zip file of snapshots of steps taken by you, else upload code file.
- The code file uploaded should be pertaining to your final submission. If we find any discrepancy between the two, your entry would be dis-qualified.
Team formation
- Maximum of 2 people can form a team.
- In case a team wins, prize would be distributed equally among team members
- Team once created can't be dissolved.
- Teams can't be merged.
Expected conduct
- At any point in the hackathon, you are expected to respect fellow hackers and act with high integrity.
- Slack Live Chat admins hold the right to blacklist / block any participant found to use foul / disrespectful language. Chat forum will be closely monitored.
- Analytics Vidhya holds the right to disqualify any participant at any stage of competition if found indulged in fraudulent practices.
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Registration Details
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Frequently Asked Questions
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Participants benefit from one-on-one feedback, publication on a respected platform, recognition from a global audience, and monetary rewards for each published article. Additionally, the top articles receive special rewards.
Each article must be original, and pass plagiarism and not AI generated content checks. You can submit multiple articles as long as each is distinct. Proper citation of all references and image sources is mandatory.
There are no specific requirements to register for the hackathon, although it is recommended to have some basic knowledge of the relevant topics, such as Data Science, Machine Learning, or Deep Learning, along with proficiency in a coding language, preferably Python.
In the Blogathon, an article typically explores a specific topic or idea within Data Science or Generative AI and is required to be at least 1000 words long. A guide, on the other hand, is a more comprehensive resource, covering all aspects of a particular subject in data science, and must be at least 2500 words long. Guides aim to serve as a one-stop resource, providing detailed insights and practical applications, whereas articles might focus on narrower or more specific topics.
Depending on the type of competition, you can participate individually or in a team.
Multiple submissions of the same article are prohibited and could lead to disqualification. Articles failing to meet the required length, originality, or citation standards will be rejected.
AVCC is a community for authors who have had three or more articles published in the Blogathons. Members benefit from monetary rewards for each published article and get the opportunity to showcase their work to a larger audience.
You can access the problem statement under the "Problem Statement" tab once the Hackathon is live.
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