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Jang Bahadur Singh Umath's Projects

credit-card-approval-prediction icon credit-card-approval-prediction

vBuild a machine learning model to predict if an applicant is 'good' or 'bad' client, different from other tasks, the definition of 'good' or 'bad' is not given. You should use some techique, such as vintage analysis to construct you label. Also, unbalance data problem is a big problem in this task.

gramener-case-study icon gramener-case-study

The company wants to understand the driving factors (or driver variables) behind loan default, i.e. the variables which are strong indicators of default. The company can utilise this knowledge for its portfolio and risk assessment.

handwritten-digit-recogination icon handwritten-digit-recogination

A classic problem in the field of pattern recognition is that of handwritten digit recognition. Suppose that you have an image of a digit submitted by a user via a scanner, a tablet, or other digital devices. The goal is to develop a model that can correctly identify the digit (between 0-9) written in an image. Download dataset from website:

hr-analytics-case-study icon hr-analytics-case-study

Management want to know what changes they should make to their workplace, to get most of their employees to stay. Also, they want to know which of these variables is most important and needs to be addressed right away.

jquery-autocomplete icon jquery-autocomplete

Ajax Autocomplete for jQuery allows you to easily create autocomplete/autosuggest boxes for text input fields

probability_cheatsheet icon probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

selfyourstuff icon selfyourstuff

The management of sell-your-stuff.com wants to set up marketing strategies for the next fiscal year based on the summary tables. Your job is to analyse the performance of past campaigns, coupons, profit by countries, etc. and make a report showing information to support your insights.

spark-fund-case-study icon spark-fund-case-study

You work for Spark Funds, an asset management company. Spark Funds wants to make investments in a few companies. The CEO of Spark Funds wants to understand the global trends in investments so that she can take the investment decisions effectively.

uber-supply-demand-case-study icon uber-supply-demand-case-study

The aim of analysis is to identify the root cause of the problem (i.e. cancellation and non-availability of cars) and recommend ways to improve the situation. Because of your analysis, you should be able to present to the client the root cause(s) and possible hypotheses of the problem(s) and recommend ways to improve them.

unilever-data-science-poc-use-case- icon unilever-data-science-poc-use-case-

Problem Definition: One of our brands is going through some major changes in business execution plans and will like to know. i. What are the major drivers for sales(EQ)? ii. Knowing the drivers, how accurately we can predict future sales for next 6 periods?

uplift_modelling icon uplift_modelling

Identifying the customer segments for distributing the offers and type of offers?

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