Projects in Awesome Lists by atharvapathak
A curated list of projects in awesome lists by atharvapathak .
https://github.com/atharvapathak/house_price_prediction_project
This repository uses a simple linear regression to predict house prices in US $ based upon areas in sq ft.
house-price-analysis house-price-prediction linear-regression machine-learning-project pandas python
Last synced: 05 Mar 2025
https://github.com/atharvapathak/sales_forecasting_project
Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance of models using forecasting metrics such as, MAE, RMSE, MAPE and concluded that Linear Regression model produced the best MAPE in comparison to other models
datamining demand-forecasting feature-engineering machine-learning machinelearning python regression-trees retail sales sales-forecasting seaborn sklearn statsmodels time-series-analysis time-series-decomposition
Last synced: 05 Mar 2025
https://github.com/atharvapathak/product_recommendation_engine
Using algorithms such as collaborative filtering, content-based filtering, or hybrid methods, this recommendation engine offers personalized suggestions to users, enhancing their shopping or browsing experience.
artificial-intelligence e-commerce machine-learning product product-recommendation python svd
Last synced: 05 Mar 2025
https://github.com/atharvapathak/telecom_churn_case_study
Build a classification model for reducing the churn rate for a telecom company
class-imbalance classification decision-trees exploratory-data-analysis feature-extraction logistic-regression pca python random-forest svm-classifier telecom-churn-analysis telecom-churn-prediction
Last synced: 05 Mar 2025
https://github.com/atharvapathak/ds_salary_proj
Repo for the data science salary prediction of the Data Science Project from Scratch
Last synced: 05 Mar 2025
https://github.com/atharvapathak/hand_gesture_recognition_case_study
This project involves building a 3D Convolutional Neural Network (CNN) to correctly recognize hand gestures by a user to control a smart TV using 3D-CNN and 2D-CNN + RNN/LSTM/GRU.
cnn deep-neural-networks gesture-recognition machine-learning palm-detection python pytorch resnet tensorflow video-processing
Last synced: 05 Mar 2025
https://github.com/atharvapathak/lead_scoring_case_study
Lead Scoring is such a powerful metric when it comes to quantifying the lead & it is nowadays used by every CRM. In this repository, we are going to take a look at the UpGrad lead scoring case study and see how can we solve this problem through several supervised machine learning models.
classification classification-algorithm exploratory-data-analysis lead-scoring logistic-regression machine-learning outlier-detection pca python random-forest
Last synced: 05 Mar 2025
https://github.com/atharvapathak/style_transfer_gan_project
To ensure a better diagnosis of patients, doctors may need to look at multiple MRI scans. What if only one type of MRI needs to be done and others can be auto-generated? Generative Adversarial Networks (GANs) have been used for generating deepfakes, new fashion styles and high-resolution pictures from the low-resolution ones
cyclegan deep-learning gans generative-adversarial-network keras mri-images photo style-transfer tensorflow u-net
Last synced: 05 Mar 2025
https://github.com/atharvapathak/market_basket_analysis
This project implements Market Basket Analysis (MBA), using data mining techniques to uncover relationships between products purchased together. By analyzing transaction data, we aim to provide actionable insights to optimize marketing strategies and enhance customer experience.
apriori-algorithm fp-growth-algorithm matplotlib python sql statistical-analysis
Last synced: 05 Mar 2025
https://github.com/atharvapathak/rsvp_movies_case_study
SQL queries performed on IMDb database to provide recommendations to RSVP Movies based on insights.
data-analysis data-cleaning data-science imdb-dataset rsvp-movies sql
Last synced: 05 Mar 2025
https://github.com/atharvapathak/melanoma_detection_case_study
Creating a possible model to detect melanoma from the dataset accurately using CNN.
cnn-model computer-vision deep-learning keras machine-learning melanoma python skin-cancer-detection tensorflow
Last synced: 05 Mar 2025
https://github.com/atharvapathak/computer_vision_linear_regression_projects
This repository consists of some basic Computer Vision & Linear Regression Projects.
action-recognition face-detection image-captioning image-classification image-generation image-restoration image-segmentation image-style-transfer object-detection object-tracking opencv
Last synced: 05 Mar 2025
https://github.com/atharvapathak/the_battle_of_neighborhoods_capstone_project
The Battle of Neighborhoods Capstone Project for the IBM Professional Certificate on Coursera.
business-analytics categorical-data cluster data-visualization ibm k-means-clustering k-nearest-neighbours machine-learning neighborhood silhouette-score
Last synced: 05 Mar 2025
https://github.com/atharvapathak/size_estimator_project
This project in Python aims to provide a tool for estimating the size of objects in images or videos. Using computer vision techniques, the project analyzes the input media, detects objects of interest, and provides an estimation of their size based on known reference points or objects.
cicd cnn opencv python pytorch rnn scikit-learn sql tensorflow
Last synced: 05 Mar 2025
https://github.com/atharvapathak/customer_sentiment_analysis
Customer sentiment analysis is the process of using natural language processing (NLP) and machine learning techniques to analyze and understand the feelings, opinions, and attitudes expressed by customers in textual data, such as reviews, feedback, and social media posts.
cnn naive-bayes nlp nltk spacy stemming text-mining tokenization
Last synced: 05 Apr 2025
https://github.com/atharvapathak/credit_eda_case_study
This repository describes my assignment in Data Science related to Exploratory Data Analysis in detecting the type of customers who are more likely to accept a loan with minimum defaulting rate.
credit credit-eda-github eda exploratory-data-analysis loan-default-analysis loan-prediction python
Last synced: 05 Mar 2025
https://github.com/atharvapathak/complete-data-science-machine-learning-dl-nlp-bootcamp
Last synced: 19 Feb 2025
https://github.com/atharvapathak/leads_case_study
This repository consist of code, presentation, subjective question and summary of leads case study
Last synced: 05 Mar 2025
https://github.com/atharvapathak/customer_service_chatbot
Customer Service Chatbot Repository includes a range of features for building custom chatbots that can handle customer service queries and support requests. These features include NLP capabilities and pre-built dialog flows that can help chatbots understand and respond to customer.
chatbot database dialogflow nlp nltk reinforcement-learning restful-api spacy tensorflow
Last synced: 05 Apr 2025
https://github.com/atharvapathak/twitter_sentiment_analysis_project
Twitter sentiment analysis is the process of analyzing tweets posted on the Twitter platform to determine the overall sentiment expressed within them. It involves using natural language processing (NLP) and machine learning techniques to classify tweets.
api bag-of-words bert cnn data gbm nltk rnn spacy twitter
Last synced: 05 Apr 2025