avikumart
Data scientist💻🤖🧠 Currently learning & building Machine learning, deep learning, and MLOps projects. Exploring LLMs and AI | Open for collaboration✔
India
Pinned Repositories
Computer-vision
In this repository, I am updating computer vision ML notebooks and techniques.
Custom-question-answering-application
A question answering application powered by OpenAI LLM, Pinecone and Streamlit
Image-segementation-using-U-Net-Architecture
In this repo, I have shared Image segmentation notebook to classify water bodies from satellite imagery dataset.
imbalanced-classification-problem-with-GAIN-LIFT-chart
In this project, I have take bank target marketing dataset with imbalanced classes, I have solved it through GAIN&LIFT chart as well as over-sampling method of sklearn utils.
LLM-GenAI-Transformers-Notebooks
An repository containing all the LLM notebooks with tutorial and projects
Natural-language-processing
In this notebook, I am updating NLP notebooks, and projects
Principal-Component-Analysis
here's code for PCA and it's importance in data reduction to avoid multi-collinearity in dataset.
Road-Traffic-Severity-Classification-Project
This is a multiclass classification project to classify severity of road accidents into three categories. this project is based on real-world data and dataset is also highly imbalanced.
Time-series-analysis-and-forecasting
In this repository, I have mentioned all the time series analysis methods from statsmodels library to analyse and model time-series data.
Wild-Blue-Berry-Yield-Prediction-Flask-app-deploy
In this repo, I have worked on Wild Blue Berry Yield prediction project. Dataset was generated by Pollination Simulation Model for research purpose
avikumart's Repositories
avikumart/LLM-GenAI-Transformers-Notebooks
An repository containing all the LLM notebooks with tutorial and projects
avikumart/Road-Traffic-Severity-Classification-Project
This is a multiclass classification project to classify severity of road accidents into three categories. this project is based on real-world data and dataset is also highly imbalanced.
avikumart/Natural-language-processing
In this notebook, I am updating NLP notebooks, and projects
avikumart/Custom-question-answering-application
A question answering application powered by OpenAI LLM, Pinecone and Streamlit
avikumart/Wild-Blue-Berry-Yield-Prediction-Flask-app-deploy
In this repo, I have worked on Wild Blue Berry Yield prediction project. Dataset was generated by Pollination Simulation Model for research purpose
avikumart/Image-segementation-using-U-Net-Architecture
In this repo, I have shared Image segmentation notebook to classify water bodies from satellite imagery dataset.
avikumart/Recommender-systems-algorithms
In this repository, I have share notebook which contains recommender systems algorithms like apriori, collaborative filtering and SVD using surprise library of python.
avikumart/Humyn-ai-projects
Data science and machine learning projects from Humyn.ai challenges
avikumart/Principal-Component-Analysis
here's code for PCA and it's importance in data reduction to avoid multi-collinearity in dataset.
avikumart/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
avikumart/Cyberbullying-Detection-NLP
In this project, I have analyzed textual dataset to detect cyberbullying on twitter
avikumart/datahour_netflix_sql
Natural language to SQL tutorial to query Netflix Movies dataset
avikumart/Exploratory_data_analysis_DS_job_salary_dataset
I have done exploratory data analysis to find out 20+ insights from data science job salary dataset.
avikumart/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
avikumart/mlops-zoomcamp-codes-notes
Repo contains learning and mlops zoomcamp course notes
avikumart/Pokemon-Dataset-Viz-and-Storytelling
Monthly code challenge repository by Angle Hack for data visualization and storytelling
avikumart/Site-Energy-Intensity-Prediction-Project
In this repo, I have shared on energy intensity prediction project to measure site EUI (Energy usage intensity) in a given year.
avikumart/AngleHack-Monthly-Code-Challange-Data-Vizualization-and-Storytelling
A code challenge repo with data visualization about world's top university
avikumart/avikumart
Config files for my GitHub profile.
avikumart/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.
avikumart/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
avikumart/Customer-Churn-Prediction
Customer Churn Prediction - Research Project
avikumart/DMSP-Particle-Precipitate-Flux-Prediction-Mesoscale-
End-to-end DMSP particle precipitate flux prediction project repository
avikumart/English-Hindi-text-translation-project
In this repo, find the complete project to translate English to Hindi using deep neural network model.
avikumart/GoT---Next-Word-Prediction
In this repository, I have worked on Next Word prediction project on Game of thrones dataset
avikumart/Higgs-Boson-Event-Detection
In this repository, I have worked higgs boson event detection project to classify given into signal or noise
avikumart/level-up-sql-3211372
This is a LinkedIn Learning repo for Level Up: SQL
avikumart/mlops-zoomcamp
Free MLOps course from DataTalks.Club
avikumart/Object-detection-YOLO-Project
In this repository, I have implemented Object Detection Model YOLOv5 to detect Recoons in the images.
avikumart/Patient-Survival-Prediction-using-Deep-Learning
Deep learning based modeling approach to train large dataset and predict patient survival