avikumart Goto Github PK

2021-olympics-eda

Here's code sheet representing EDA of Olympics 2021

advanced-regression-technique-random-forests

Here is some code for bagging techniques in python called random forest for house price prediction

anglehack-monthly-code-challange-data-vizualization-and-storytelling

A code challenge repo with data visualization about world's top university

avikumart

Config files for my GitHub profile.

awesome-streamlit-web-apps

I have shared multiple streamlit web apps with source code for different use cases. check out the readme file for more information

classif-hr-candidates-joining-classification

This dataset was part of recruitment process of a perticular client of ScaleneWorks. ScaleneWorks supports several information technology (IT) companies in india with talent acquisition. One of the challange they face is about 30% of the candidate who accept the jobs offer, do not join th compnay, this leads to huge loss of revenue and time as the companies initiate the recrutiment process again to fill thw workforce demand. SceleneWorks wants to find out if a model can be built to predict the likelihood of a candidates along with a column that indicates if the candidate finally joined the company or not.

classification-advanced-techniques

here's code of titanic survival prediction through gradient boosting

classification_ml_experimentation-logit-svc-knn-dt

In this project, I have built four different classification models to see how algorithms performs and works under various hyper-parameters and with unbalanced data.

classifying-plant-seedings-cv-project

In this repo, I have shared complete repository of image classification project to classify plant seedings using tensorflow and keras

clustering-techniques-using-sklearn-library

In this repository, I am have written notebook on clustering techniques along with hierarchical clustering.

computer-vision

In this repository, I am updating computer vision ML notebooks and techniques.

covid-19-india-visualization

This code represents EDA of covid-19 data in India

credit_classification_proejct-xgb-rf-logit-k-nn

custom-question-answering-application

A question answering application powered by OpenAI LLM, Pinecone and Streamlit

customer-churn-prediction

Customer Churn Prediction - Research Project

cyberbullying-detection-nlp

In this project, I have analyzed textual dataset to detect cyberbullying on twitter

datahour_netflix_sql

Natural language to SQL tutorial to query Netflix Movies dataset

dmsp-particle-precipitate-flux-prediction-mesoscale-

End-to-end DMSP particle precipitate flux prediction project repository

end-to-end-ml-project-house-price-prediction

This is an end to end machine learning project to predict house price from 70+ features with extreme feature engineering and data visualizations. notebook represents feature relations with target variable and various model training and evaluating results.

english-hindi-text-translation-project

In this repo, find the complete project to translate English to Hindi using deep neural network model.

exploratory_data_analysis_ds_job_salary_dataset

I have done exploratory data analysis to find out 20+ insights from data science job salary dataset.

factorysolutions

Application of Deep learning in manufacturing industries for classifying defective products with deployment on Azure or any cloud service

google-play-store-data-analytics-project

This repo contains google play store data analytics project notebook with 12 interesting insights.

got---next-word-prediction

In this repository, I have worked on Next Word prediction project on Game of thrones dataset

gradient-descent-algorithm-from-scratch

In this repository I have implemented gradient descent algorithm from scratch to know workings behind optimization

higgs-boson-event-detection

In this repository, I have worked higgs boson event detection project to classify given into signal or noise

hms-python-code

I am trying to build health management system to record and view health data

humyn-ai-projects

Data science and machine learning projects from Humyn.ai challenges

image-classification-web-app

6 types of image classification web application built using streamlit, keras and deployed on streamlit cloud

image-segementation-using-u-net-architecture

In this repo, I have shared Image segmentation notebook to classify water bodies from satellite imagery dataset.