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Innovative Platform to learn Data Science

Learn Machine Learning Fundamentals

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Customer Churn Prediction for a Telecom Client

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Automobile Price Estimation - Using ML to price automobiles based on key features

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/9922a4eb-50b8-4f3d-a0df-da821083ca7c/Customer%20Segmentation%20in%20Insurance%20%3F%20Application%20of%20K-%20Mean%20Clustering%20Algorithm%20%281%29.pdf

Customer Segmentation in Insurance- Application of K-Means Clustering Algorithm

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Predicting Income Using Adult Census Data - Supervised ML Model Comparison & Explainable AI

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Predict Customer Attrition Using Naïve Bayes Classification

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Detection of Breast Cancer in A Clinical Trial - Application Of SVM

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Segmentation on Conversion of Insurance Leads

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/bafb0b07-3e09-4308-b8b0-2d289d097ad9/Application%20of%20Descriptive%20Analytics%20in%20Banking%20-%20A%20Credit%20Card%20Use%20Case.pdf

Application Of Descriptive Analytics in Banking - A Credit Card Use Case

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Hypothesis Testing to Analyze Factors Affecting Parliamentary Attendance

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Application of Various Text Clustering Techniques on Customer Feedback Data

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Customer Sentiment Analysis in Insurance claims processing

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/04ca457f-52f8-4d59-aac3-339cd6137606/Analyze%20Credit%20Default%20Data%20-%20Application%20of%20Descriptive%20Analysis%20Technique.pdf

Analyze Credit Default Data - Application Of Descriptive Analysis Techniques

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Analyzing and Predicting the Laptop Prices for an Online Retail Store

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Analyzing and Predicting the Productivity Performance of Manufacturing Industry Workers

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Analyzing Body Composition to predict Body Fat percentage using Supervised Learning methods

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/cecc65ba-eb20-4813-a129-b864f4b1f772/Analyzing%20Customer%20Rating%20On%20Voice%20Call%20Quality%20Across%20Different%20Regions.pdf

Analyzing Customer Rating On Voice Call Quality Across Different Regions

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Analyzing House Sales Using XAI 

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/cb014b71-42c6-4165-911f-eb0df32f2ed6/Analyzing%20wireless%20data%20speed%20across%20different%20regions.pdf

Analyzing Wireless Data Speed Across Different Regions

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Anomaly Detection in Manufacturing Spare Parts Using Machine Learning Techniques

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/e4d60736-8095-42ee-9f5e-b6adeb16e054/Application%20of%20Advanced%20supervised%20ML%20techniques%20for%20fetal%20health%20classification.pdf

Application of Advanced supervised ML techniques for fetal health classification 

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Application of Non-Hierarchical Clustering in HR Analytics Domain

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Assumptions in OLS Regression Models (Ordinary Least Squares)

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Build a Regression Tree for Predicting Spend on Credit Card

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COVID-19 Data Exploration & Visualization

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Credit Risk Modelling - Probability of Default: Model Comparison & XAI

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Demand Forecasting for a Global Retail Company

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Descriptive Analysis On Vehicle Accident Data For Autonomous Vehicles On Public Safety Strategy Planning 

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Estimating Price for Diamonds - Supervised Learning -Hyperparameter Optimisation

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Fantasy Cricket Team Creation - Application of Linear Programming

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Forecast daily electricity prices for hedging - Application of ARIMA

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/eadbd670-5bcf-4e39-a6e6-95ed6347ca4f/Forcasting%20Pharma%20Product%20Sales.pdf

Forecasting Pharma Product Sales

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/42d18cf2-1534-4737-9ccc-d2f90c25ab93/Identify%20risk%20class%20and%20eligibility%20of%20a%20customer%20Application%20of%20Machine%20Learning%20%281%29.pdf

Identify risk class and eligibility of a customer : Application of Machine Learning

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/e64b5094-e05d-412f-ae4d-067bdda8912e/Measuring%20Online%20Customer%20Loyalty%20%3F%20Application%20of%20RFM%20%28Recency%2C%20Frequency%2C%20Monetary%29.pdf

Measuring Online Customer Loyalty - Application of RFM (Recency, Frequency, Monetary)

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/8c157b4a-af67-41d7-a33a-3cbfb1f742fb/Predict%20Credit%20Card%20Customer%20Attrition%20-%20Application%20of%20Logistic%20Regression.pdf

Predict Credit Card Customer Attrition - Application of Logistic Regression

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/a0e9537f-fce6-4757-901b-9b4851610a1c/Predicting%20the%20Survival%20of%20patients%20with%20Hepatocellular%20carcinoma%28HCC%29.pdf

Predicting the Survival of patients with Hepatocellular carcinoma (HCC)

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/0cb9fb0d-cef2-46a4-aaac-490e688c35e0/Predicting%20Traffic%2C%20Driving%20Style%20%26%20Road%20Surface%20Conditions%20By%20Applying%20Advanced%20Classification%20Techniques.pdf

Predicting Traffic, Driving Style & Road Surface Condition By Applying Advanced Classification Techniques

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/8cd9ee86-26df-4648-8617-1ac1288719dd/Predictive%20Modelling%20for%20Fake%20News%20Detection%20Using%20NLP%20Techniques.pdf

Predictive Modelling For Fake News Detection Using NLP Techniques

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/014137ad-f645-4889-9180-d0ac88a81943/Recognizing%20human%20activity%20application%20of%20supervised%20machine%20learning.pdf

Recognizing human activity - An application of supervised machine learning

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/560de29d-77bc-4b0c-8b8c-833a497aca86/Sentiment%20Analysis%20on%20Movies%20Review%20Data%20%3F%20Application%20of%20text%20Analysis.pdf

Sentiment Analysis on Movies Review Data - Application of Text Analytics

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/ca2bec4b-ed56-4ca8-aecc-0ce2c934515a/Banking%20Customer%20profiling%20using%20Statistical%20Analysis.pdf

Banking Customer Profiling using Statistical Analysis

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/3e43622d-23dc-4efc-9e50-5f2a86b5a678/Clustering%20on%20locations%20services%20from%20vehicles%20telematic%20data%20for%20service%20center%20location%20allocation.pdf

Clustering on Locations Services from Vehicle Telematics Data for Service Center Location Allocation

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/f5c966a2-57d9-4f22-aeaa-9fc97710892b/Exploratory%20data%20analysis%20of%20manufacturing%20industry%20accidents%20for%20industrial%20safety%20and%20healthcare%20analytics.pdf

Exploratory Data Analysis of Manufacturing Industry Accidents for Industrial Safety and Healthcare Analytics

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/918cd01e-e30f-4290-9681-be9aec80e6c7/Forecasting%20the%20Demand%20%26%20Price%20of%20Manufacturing%20Auto%20Parts%20Using%20Time%20Series%20Analysis.pdf

Forecasting the Demand & Price of Manufacturing Auto Parts Using Time Series Analysis

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/3c7ddc0f-fa35-4ab6-baa4-40de0307681c/Hypothesis%20Testing%20on%20Vehicle%20Features%20for%20an%20Online%20Reseller%20of%20Used%20Cars.pdf

Hypothesis Testing on Vehicle Features for an Online Reseller of Used Cars

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/8219c294-0207-430d-b15f-94a7e05af341/Loan%20Amount%20Prediction%20for%20different%20Applicants%20using%20Regression%20Techniques.pdf

Loan Amount prediction for different applications using Regression Techniques

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/52be8c1c-5c65-4ea5-a1d5-424f90d132ad/Predicting%20failure%20of%20power%20Transformers%20in%20a%20Manufacturing%20plant%20using%20Regression%20%26%20performing%20Root%20Cause%20Analysis.pdf

Predicting failure of Power Transformers in a Manufacturing plant using Regression & Performing Root Cause Analysis

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/2658e06d-21c8-40cb-ac63-63ff80299bde/Sales%20Insight%20Using%20Statistical%20Analysis%20for%20a%20shoe%20Retail%20store.pdf

Sales Insights Using Statistical Analysis for a Shoe Retail Store

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/1d0b5416-d82f-4f60-a0d1-a2474c6b833f/Sentiment%20Analysis%20and%20Root%20Cause%20Analysis%20for%20Production%20Reviews%20of%20Headphones%20through%20Text%20Logs.pdf

Sentiment Analysis and Root Cause Analysis for Production Reviews of Headphones through Text Logs

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/96c4974d-b9f4-4556-93c9-9e2224d5fa9e/Statistical%20Analysis%20on%20Manufacturing%20Equipment%20to%20study%20the%20Quality%2C%20Strength%20and%20Accuracy.pdf

Statistical Analysis on Manufacturing Equipment to study the Quality, Strength and Accuracy

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/5247661e-67d6-4598-90c6-0738f5acade4/Analyzing%20Drugs%20usage%20Reviews%20using%20NLP%20Techniques.pdf

Analyzing drugs usage review using NLP techniques

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/6ebdaed2-cff1-48e1-a2c3-804c8bb110a6/Application%20of%20various%20Clustering%20techniques%20to%20group%20the%20Steel%20type%20based%20%20on%20its%20Mechanical%20properties.pdf

Application of various Clustering techniques to group the Steel type based on its Mechanical properties

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/8c1755f5-0aa4-4792-b5af-08d65d886486/Customer%20feedback%20analysis%20for%20a%20cab%20aggregator%20platform%20using%20NLP%20techniques.pdf

Customer feedback analysis for a cab aggregator platform using NLP techniques

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Customer Segmentation Based on the Transaction History using Advance Clustering Techniques

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/e505b063-abf6-40cb-9a82-a5e8d67ebbfa/Predicting%20overheating%20of%20electric%20vehicle%20using%20sensor%20data.pdf

Predicting term deposit subscription by Banking customers using Advanced classification techniques

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Stock Price Prediction for Banking Institutions using Time Series Techniques

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/4ccdb9b6-23c9-429a-840c-3047f31c1472/Application%20Of%20EDA%20On%20Vehicle%20Inventory%20For%20An%20Online%20Auction%20Portal.pdf

Application Of EDA On Vehicle Inventory For An Online Auction Portal

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Descriptive Analysis on Super Market Store Data

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Grouping of Disease Severity based on Symptoms using Clustering Techniques

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/1a8a138f-6579-4325-ab40-72900c50a91a/Feature%20Engineering%20on%20Chronic%20Kidney%20disease%20dataset.pdf

Feature Engineering on Chronic Kidney disease dataset

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/1ce6a0cd-e48c-4869-86b8-732b39480bbf/Predicting%20Health%20Insurance%20premium%20prices%20using%20Regression%20technique.pdf

Predicting Health Insurance premium prices using Regression technique

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/27a513fa-e695-4979-bd1a-e1a3ec20ce7c/Fraud%20Detection%20for%20Vehicle%20Insurance%20Claims%20by%20applying%20Advanced%20Classification%20Models.pdf

Fraud Detection for Vehicle Insurance Claims by applying Advanced Classification Models

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/9fa36f74-5825-4dad-a9c1-333328b6688e/Application%20of%20Feature%20Engineering%20techniques%20for%20Health%20Insurance%20Cross-Sell%20Predication.pdf

Application of Feature Engineering techniques for Health Insurance Cross-Sell Prediction

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/ed7855ad-2a13-432b-87fc-c3b63cb35b8d/Exploratory%20Data%20Analysis%20on%20Travel%20Insurance%20data%20for%20Customers%20Across%20the%20Globe.pdf

Exploratory Data Analysis on Travel Insurance data for Customers across the Globe

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/713a2b8f-2b11-4e1f-9b77-b8de65ee46ac/Detecting%20Android%20Mobile%20Malware%20Applications%20Using%20Advanced%20Classification%20Techniques.pdf

Detecting Android Mobile Malware Application using Advanced Classification Techniques

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/71248a63-3507-4389-ba69-e3618831ec86/Statistical%20Analysis%20on%20Vehicle%20Insurance%20Selling%20using%20Telesales%20data.pdf

Statistical Analysis on Vehicle Insurance Selling using Telesales data

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/224361da-f894-4c74-840e-ddae5310e322/Service%20Review%20Analysis%20using%20NLP%20Techniques%20for%20Telecom%20Companies.pdf

Service Review Analysis using NLP Techniques for Telecom Companies

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/b444a70f-c89c-4c4f-ac70-7cbfb0cc98b9/Customer%20Segmentation%20for%20Telecom%20Companies%20based%20on%20Network%20Usage%20Data.pdf

Customer Segmentation for Telecom Companies based on Network Usage Data 

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/045c3d19-6736-488e-b248-679421cb7700/Explaining%20predictive%20models%20for%20analysing%20Automobile%20Service%20Cost%20using%20XAI%20Techniques.pdf

Explaining predictive models for analysing Automobile Service Cost using XAI Techniques

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/6aecf39a-9fe6-4595-a2dc-94142c8cda1b/Grouping%20Electric%20Vehicles%20based%20on%20their%20features%20using%20Advanced%20Clustering%20Techniques.pdf

Grouping Electric Vehicles based on their features using Advanced Clustering Techniques

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/146d5649-cf5f-44c0-ba10-11d933fae92d/Analysing%20the%20impact%20of%20COVID%2019%20on%20student%20behaviour%20using%20Hypothesis%20Testing.pdf

Analyzing the Impact of COVID 19 on student Behavior using  Hypothesis Testing

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/e0f27ba4-c6f7-4bf3-bb95-65d55ebfc72a/Customer%20Behaviour%20Analysis%20using%20Feature%20Engineering%20Techniques%20and%20Data%20Modelling.pdf

Customer Behaviour Analysis using Feature Engineering Techniques and Data Modelling

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/dee56cf3-3b74-4c91-ad61-27f1137d244f/Historical%20Campaign%20Performance%20Dashboard.pdf

Historical Campaign Performance Dashboard

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/5a9ed2e7-8179-4ae1-88a9-b44a8ac5df7e/Browsing%20or%20Purchasing%20Prediction%20of%20Online%20Shopper%20Purchasing%20Intentions.pdf

Browsing or Purchasing: Prediction of Online Shoppers Purchasing Intentions

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/4f5d4296-112e-4f58-86c0-3e019a7fc7f4/Customer%20Sentiment%20Analysis%20for%20an%20e-commerce%20Retailer.pdf

Customer Sentiment analysis for an e-commerce retailer

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/2b911656-3dd1-41b0-8f2a-39f58aab8223/Monthly%20demand%20forecasting%20in%20retail%20industry.pdf

Monthly demand forecasting in retail industry

https://s3.ap-south-1.amazonaws.com/ath-static-images/ath-images/c6d1bce7-7a5d-42e6-8efe-8c632ebf7bf5/Forecasting%20Average%20Revenue%20Per%20User%20%28ARPU%29%20for%20a%20Telecom%20Client.pdf

Forecasting Average Revenue Per User (ARPU) for a Telecom Client

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EMI Tenure Affinity Testing - An use case for A/B Testing

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