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LLM-GenAI-Transformers-Notebooks
An repository containing all the LLM notebooks with tutorial and projectsTime-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.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.Natural-language-processing
In this notebook, I am updating NLP notebooks, and projectsCustom-question-answering-application
A question answering application powered by OpenAI LLM, Pinecone and StreamlitComputer-vision
In this repository, I am updating computer vision ML notebooks and techniques.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 purposeImage-segementation-using-U-Net-Architecture
In this repo, I have shared Image segmentation notebook to classify water bodies from satellite imagery dataset.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.Humyn-ai-projects
Data science and machine learning projects from Humyn.ai challengesEnd-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.Principal-Component-Analysis
here's code for PCA and it's importance in data reduction to avoid multi-collinearity in dataset.Python-challanges-repo
Repository for all the python code problems/challenges filesPokemon-Dataset-Viz-and-Storytelling
Monthly code challenge repository by Angle Hack for data visualization and storytellingExploratory_data_analysis_DS_job_salary_dataset
I have done exploratory data analysis to find out 20+ insights from data science job salary dataset.Polyfit-regression-numpy
This is a project for polynomial fit regression models where target variable is not linear. I have used numpy library for this.Cyberbullying-Detection-NLP
In this project, I have analyzed textual dataset to detect cyberbullying on twitterImage-classification-web-app
6 types of image classification web application built using streamlit, keras and deployed on streamlit cloudMethane_SQL-Data-analysis-and-Dashboarding
Repository connecting SQL data source for analysis and dashboarding using pythonSales_prediction_with_Sklearn-statsmodels
This repo contains sales prediction repository using statsmodels and sklearn librarymlops-zoomcamp-codes-notes
Repo contains learning and mlops zoomcamp course notesimbalanced-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.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.Love Open Source and this site? Check out how you can help us