Pinned Repositories
infroid-official-website
Infroid Official Website
1-Investment-Case-Study--Group--Python
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.
1-Stock-Market-Analysis--MySQL
The dataset provided here has been extracted from the NSE website. The Stock price data provided is from 1-Jan-2015 to 31-July-2018 for six stocks Eicher Motors, Hero, Bajaj Auto, TVS Motors, Infosys and TCS.
2-Inferential-and-Hypothesis-Testing--Theory
The pharmaceutical company Sun Pharma is manufacturing a new batch of painkiller drugs, which are due for testing. Around 80,000 new products are created and need to be tested for their time of effect (which is measured as the time taken for the drug to completely cure the pain), as well as the quality assurance (which tells you whether the drug was able to do a satisfactory job or not).
2-Uber-Supply-Demand-Gap--Python
This data set is a masked data set which is similar to what data analysts at Uber handle. Solving this assignment will give you an idea about how problems are systematically solved using EDA and data visualisation.
3-Clustering-and-PCA--Python
HELP International is an international humanitarian NGO that is committed to fighting poverty and providing the people of backward countries with basic amenities and relief during the time of disasters and natural calamities. It runs a lot of operational projects from time to time along with advocacy drives to raise awareness as well as for funding purposes. After the recent project that included a lot of awareness drives and funding programmes, they have been able to raise around $ 10 million. Now the CEO of the NGO needs to decide how to use this money strategically and effectively. The significant issues that come while making this decision are mostly related to choosing the countries that are in the direst need of aid. And this is where you come in as a data analyst. Your job is to categorise the countries using some socio-economic and health factors that determine the overall development of the country. Then you need to suggest the countries which the CEO needs to focus on the most.
django-directory
A minimal directory app.
EduSupport
GeoSearchEngine
The Laravel search engine
GoogleClassroomClient
Exploring possibilities of front-end linkage with Google Classroom, avoiding API based integration.
raiaman15's Repositories
raiaman15/GeoSearchEngine
The Laravel search engine
raiaman15/1-Stock-Market-Analysis--MySQL
The dataset provided here has been extracted from the NSE website. The Stock price data provided is from 1-Jan-2015 to 31-July-2018 for six stocks Eicher Motors, Hero, Bajaj Auto, TVS Motors, Infosys and TCS.
raiaman15/2-Inferential-and-Hypothesis-Testing--Theory
The pharmaceutical company Sun Pharma is manufacturing a new batch of painkiller drugs, which are due for testing. Around 80,000 new products are created and need to be tested for their time of effect (which is measured as the time taken for the drug to completely cure the pain), as well as the quality assurance (which tells you whether the drug was able to do a satisfactory job or not).
raiaman15/2-Uber-Supply-Demand-Gap--Python
This data set is a masked data set which is similar to what data analysts at Uber handle. Solving this assignment will give you an idea about how problems are systematically solved using EDA and data visualisation.
raiaman15/3-Clustering-and-PCA--Python
HELP International is an international humanitarian NGO that is committed to fighting poverty and providing the people of backward countries with basic amenities and relief during the time of disasters and natural calamities. It runs a lot of operational projects from time to time along with advocacy drives to raise awareness as well as for funding purposes. After the recent project that included a lot of awareness drives and funding programmes, they have been able to raise around $ 10 million. Now the CEO of the NGO needs to decide how to use this money strategically and effectively. The significant issues that come while making this decision are mostly related to choosing the countries that are in the direst need of aid. And this is where you come in as a data analyst. Your job is to categorise the countries using some socio-economic and health factors that determine the overall development of the country. Then you need to suggest the countries which the CEO needs to focus on the most.
raiaman15/1-Investment-Case-Study--Group--Python
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.
raiaman15/django-directory
A minimal directory app.
raiaman15/EduSupport
raiaman15/GoogleClassroomClient
Exploring possibilities of front-end linkage with Google Classroom, avoiding API based integration.
raiaman15/1-Python-for-Data-Science--Python
In this assignment, you will try to find some interesting insights into a few movies released between 1916 and 2016, using Python.
raiaman15/2-EDA-Case-Study--Group--Python
Solving this case study will give you an idea about how real business problems are solved using EDA. In this case study, apart from applying the techniques you have learnt in EDA, you will also develop a basic understanding of risk analytics in banking and financial services and understand how data is used to minimise the risk of losing money while lending to customers.
raiaman15/3-Lead-Scoring-Case-Study--Group--Python
An education company named X Education sells online courses to industry professionals. On any given day, many professionals who are interested in the courses land on their website and browse for courses.
raiaman15/3-Linear-Regression--Python
This assignment is a programming assignment wherein you have to build a multiple linear regression model for the prediction of car prices. You will need to submit a Jupyter notebook for the same.
raiaman15/4-Advanced-Regression--Python
A US-based housing company named Surprise Housing has decided to enter the Australian market. The company uses data analytics to purchase houses at a price below their actual value and flip them at a higher price. For the same purpose, the company has collected a data set from house sales in Australia. The data is provided in the csv file below.
raiaman15/4-Support-Vector-Machines--Python
A classic problem in the field of pattern recognition is that of handwritten digit recognition. Suppose that you have images of handwritten digits ranging from 0-9 written by various people in boxes of a specific size - similar to the application forms in banks and universities. The goal is to develop a model that can correctly identify the digit (between 0-9) written in an image.
raiaman15/4-Telecom-Churn-Case-Study--Group--Python
To reduce customer churn, telecom companies need to predict which customers are at high risk of churn. In this project, you will analyse customer-level data of a leading telecom firm, build predictive models to identify customers at high risk of churn and identify the main indicators of churn.
raiaman15/5-Data-Ingestion-and-Processing--Hive
The New York City Taxi & Limousine Commission (TLC) has provided a dataset of trips made by the taxis in the New York City. The detailed trip-level data is more than just a vast list of taxi pickup and drop off coordinates.
raiaman15/5-NYC-Parking-Case-Study--Group--PySpark
In an attempt to scientifically analyse this phenomenon, the NYC Police Department has collected data for parking tickets. Of these, the data files for multiple years are publicly available on Kaggle. We will try and perform some exploratory analysis on a part of this data.
raiaman15/6-Recommendation-System-Ecommerce
Building a recommendation system (collaborative) for your store, where customers will be recommended the beer that they are most likely to buy.
raiaman15/7-Capstone
Developing a market mix model to observe the actual impact of different marketing variables over the last year. Using the understanding of the model, we have to recommend the optimal budget allocation for different marketing levers for the next year.
raiaman15/django-minimal
Minimal starter kit for Django that is production ready!
raiaman15/djangoplus
raiaman15/raiaman15
About me 🙂
raiaman15/random-winner
raiaman15/transcript-actions
LLM assisted actions by processing stand-up meeting transcripts.
raiaman15/WebApp-e-EdPort-LMS-NextGen
raiaman15/WebApp-Pareeksha