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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.Image-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.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 informationLove Open Source and this site? Check out how you can help us