ab-testing-examples

adultsalarypredictor-sagemakerserverlessinferenceendpoint

The goal of this project is to build and tune a model to predict the target column using AWS SageMaker and deploy the model as a Serverless Inference Endpoint

apple-quality-prediction-using-logistic-regression

book-sentiment-analysis

This project aims to provide a comprehensive understanding of the sentiment conveyed in books by using various NLP techniques and regular expressions to extract and analyze the text data. By leveraging the power of Jupyter Notebook, users can easily replicate and extend the analysis performed in this project to any book of their choice.

cat-vs-dog-classification-deeplearning

cluster-analysis-of-player-performance-using-ball-by-ball-dataset

The objective of this project is to develop a robust data-driven solution that identifies and categorizes top-performing batsmen in the Indian Premier League (IPL) based on their performance metrics.

digits-recognition-using-pca

ecommerce-product-categorization

Accurate categorization of eCommerce products improves user experience and boosts search engine visibility. The project goal is to classify products into 14 predefined categories using their descriptions sourced from an eCommerce platform.

email-webcam-object-detection

Detects people entering shop, sends owner photo of face via email. Uses OpenCV to detect human faces in webcam images. Enhances shop security & tracking. Code in Python, customizable.

emotion-detection-using-vgg16-and-inceptionv3

Categorize faces based on emotions (Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral) using deep learning. This project preprocesses data, develops models, and assesses performance with VGG16 and InceptionV3 architectures. Explore data augmentation, custom models, and detailed evaluations.

excel-invoices-to-pdf

Processing *.xlsx files to *.pdf files using [python(#excel#pdf#pandas)

exploratory-data-analysis-eda-project-

Explore demographic insights with EDA-Project! Analyze gender distribution, age trends, and geographic patterns using Jupyter notebooks. Uncover valuable data-driven decisions. 📊✨

feature-engineering-on-hotel-booking-cancellation-dataset

french-grocery-shopping-insights-association-rule-learning-project

heart-disease-prediction-with-logistic-regression

In this repo, we analyze a dataset of heart patient metrics to build a model identifying heart disease risks. We focus on comprehensive detection through Exploratory Data Analysis (EDA), preprocessing, and model building using Logistic Regression. Explore our approach and findings!

hotel-booking-cancellation-prediction-naive-bayes

Predicting hotel booking cancellations using ML & feature engineering. Enhance accuracy with Naive Bayes Classifier. Optimize operations efficiently.

hr-analytics-attrition-prediction-project

The project aims to predict employee resignations using Logistic Regression, Decision Tree and Random Forest. It involves extensive EDA, data preprocessing, model building, hyperparameter tuning, and model evaluation. The objective is to help organizations take proactive steps to retain valuable employees and maintain stability.

intensity-analysis-emotionclassification

Predict emotions (happiness, anger, sadness) from WhatsApp chat data using machine learning and deep learning models. Includes text normalization, vectorization (TF-IDF, BoW, Word2Vec, GloVe), and model evaluation.

linearreg-car_price_prediction

Utilizing linear regression on Quikr car data, this project predicts car prices based on features like mileage, present price, age, and model. With data-driven insights, it helps estimate fair prices for buying and selling vehicles, empowering users in their car transactions.

loan-defaulters-classifier

In this repository, we analyze loan application data to predict defaults. Emphasizing model recall, we employ EDA, preprocessing, and model selection. Explore our process and results for effective risk assessment!

mobile-price-classification-using-pycaret

movie-recommendation-system

A versatile Movie Recommendation System employing Collaborative, Popularity, Content-Based, and Hybrid Filtering. It enhances user engagement on streaming platforms with personalized movie suggestions. Includes a comprehensive report on recommendation techniques.

mushroomclassification-edible-or-poisonous

my-todo-app

A todo app

news-by-email-everyday

Fetching data from API and sending it through email using python(#email,#api)

next-word-predictor-lstm

Predict next word in sentences using LSTM. Trained on GitHub Copilot support data. Command-line & GUI versions available. Improve text prediction now!

nft_analysis_project-cryptopunks-

Analyze real-world NFT sales data from Cryptopunks, exploring sales trends, highest and lowest priced transactions, buyer/seller behavior, and more using SQL queries.

pdf-generation-app-

Created pdf document using python(#pdf,#pandas)

pizza-sales-dashboard---excel

Dashboard crafted with SQL for data extraction and Excel for visualization. Track trends, preferences, and revenue, gaining key insights for informed, data-driven decisions in your pizza business. 🍕📊 #DataAnalytics #PizzaSales

pyqt6-groq-chatbot

an interactive chatbot built using Python, PyQt6, and Groq. It demonstrates how to create a user-friendly interface using PyQt6 and integrate advanced language understanding capabilities using Groq's Large Language Model APIs. The chatbot processes user inputs asynchronously, ensuring smooth and engaging conversations.