https://github.com/akarshankapoor7/end-to-end-churn-analysis-project-my-sql-power-bi-ml-

This project analyzes telecom customer churn using an ETL pipeline in SQL Server, Power BI dashboards, and a Random Forest model in Python. It identifies at-risk customers and key churn drivers. Insights enable targeted retention strategies.

churn churn-analysis churn-prediction machine-learning mysql-database powerbi

Last synced: 03 Apr 2025

https://github.com/akarshankapoor7/e-commerce-website-reviews-sentiment-analysis-

Flipkart E-Commerce Reviews Sentiment Analysis examines customer reviews to gauge sentiment—positive, negative, or neutral. This helps Flipkart understand customer satisfaction, identify issues, and improve products and services, ultimately enhancing customer experience and loyalty.

ecommerce-website nlp-machine-learning python sentiment-analysis

Last synced: 18 Feb 2025

https://github.com/akarshankapoor7/akarshankapoor7

Last synced: 18 Feb 2025

https://github.com/akarshankapoor7/dynamic_pricing_model_in-python

Dynamic Ride Pricing App This is a Streamlit web application designed to implement a dynamic pricing model for ride-sharing platforms.

data-science dynamic-pricing plotly-python random-forest-regressor streamlit-application supply-chain

Last synced: 18 Feb 2025

https://github.com/akarshankapoor7/food-delivery-cost-and-profitability-analysis-using-python

The Food Delivery Cost and Profitability Analysis is a thorough assessment designed to comprehend and enhance the financial dynamics of a food delivery operation.

dataanalysis food-delivery optimization profitability python

Last synced: 18 Feb 2025

https://github.com/akarshankapoor7/adaboost_tutorial

The AdaBoost (Adaptive Boosting) algorithm is a popular ensemble method used in machine learning to improve the performance of weak classifiers. It combines multiple weak classifiers to create a strong classifier, focusing more on the misclassified instances in each subsequent iteration.

adaboostclassifier data-science ensamble-methods

Last synced: 18 Feb 2025

https://github.com/akarshankapoor7/credit-card-financial-transactional-customer-end-to-end---power-bi-

A comprehensive credit card weekly dashboard that provides real-time insights into key performance metrics and trends, enabling stakeholders to monitor and analyze credit card operations effectively.

credit-card customer dashboard finanace powerbi

Last synced: 18 Feb 2025

https://github.com/akarshankapoor7/sales-rate-conversion---power-bi-case-study

Objective The objective of this case study is to analyze a company's sales data to gain insights into the performance of individual salespersons and the sales team as a whole. Based on this analysis, areas for improvement will be identified, and actionable strategies will be suggested to enhance overall performance.

conversion-rate dashboard powerbi sales

Last synced: 18 Feb 2025

https://github.com/akarshankapoor7/comprehensive-ml-project-on-sales-forcasting-using-facebook-prophet-

A comprehensive machine learning project using Facebook's Prophet to forecast future sales. The model utilized historical data and effectively accounted for various factors, including seasonality effects, demand fluctuations, holiday impacts, promotional activities, and competitive influences.

data-science prophet-facebook-model salesanalysis statistics timeseries-forecasting

Last synced: 18 Feb 2025

https://github.com/akarshankapoor7/sql-interview-questions-and-concepts

These are the most commonly asked interview questions for DA, BA and DS profiles.

advancetopics business-analyst data-analyst data-science interview-questions sql

Last synced: 22 Feb 2025

https://github.com/akarshankapoor7/automated-complaint-triage-system-using-nlp-and-machine-learning

Automated Severity Classification of Forum Complaints for Resolution Teams - Emphasizes automation and the end goal for resolution teams.

data-science datamining kmeans-clustering naive-bayes-classifier nlp tfidf-vectorizer

Last synced: 27 Mar 2025

https://github.com/akarshankapoor7/conversational-q-a-chatbot-with-history

This Conversational Q&A Chatbot is a Generative AI project built using LangChain. It enhances user interactions by maintaining memory of past exchanges, allowing for more context-aware responses.

agents genai-chatbot groq-api langchain-python lcel llama3-8b rag

Last synced: 03 Apr 2025

https://github.com/akarshankapoor7/tensorflow_tutorial

This is an easy and fast tutorial for tensorflow. In data science, TensorFlow is an open-source machine learning framework by Google. It's used for building and training machine learning and deep learning models.

data-analysis data-science deep-learning machine-learning tensorflow

Last synced: 18 Feb 2025

https://github.com/akarshankapoor7/rag---document-q-a-with-groq-api

RAG ( Document Q & A )

generative-ai groq-api huggingface-transformers questions-and-answers rag

Last synced: 12 Apr 2025