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abhi8893

I. Me. Myself.

abhi8893.github.io

My github pages website

advanced-python-working-with-databases

Working with databases in Python

advanced-statistics-nres-746

Advanced statistical methods in natural resources and environmental sciences

approaching-almost-any-ml-problem

bayesian-evt-modelling-return-level-estimation

Application of Bayesian statistics and Extreme Value Theory in estimating return levels of precipitation and temperature

credit-risk-modelling-social-lending

In this repository, I build interpretable machine learning models to develop credit scorecards by modelling all three components of expected credit loss (probability of default (PD), loss given default (LGD) and exposure at default (ED)

data-science-explorations

Exploring the world of machine learning, deep learning, NLP, CV, Statistics, MLOps one mini-batch at a time. Come dive in to find exciting explorations inside!

data-wrangling-with-python

Exploring various libraries (pandas, numpy, matplotlib) to wrangle data in Python

deeplearning-ai-short-courses

Deeplearning.AI short courses on LLMs (mostly)

deeplearning-aspect-based-sentiment-analyses

Deep learning approaches to Aspect Based Sentiment Analysis

demo

dlaicourse

Notebooks for learning deep learning

dynamical-downscaling-cordex-statistical-analyses

Statistical analysis and projection from dynamically downscaled regional climate models (CORDEX)

global-vs-regional-climate-models

Contains my codes for the submitted poster at the National Space Science Symposium 2019

income-prediction-ml-deployment

Predicting income based on census data using machine learning. Flask for serving model API, Docker for contanerization, API docs using Swagger, API testing using Postman, and simple frontend using Streamlit.

intensive-datascience

Practice code for data science

intensive-python

Python practice code

intensive-r

R practice code

iris-kedro

Iris multiclass classification using Kedro!

isitezpur2019_20

ISI Tezpur 2019 - 2020 batch

kedro-training

Kedro training repository following quantumblacklabs tutorial

learning-git

Learning git through amigoscode youtube tutorial

mpg-pred-end-to-end-ml

packaging_demo

project-tracker-flask-app

A very basic project tracker flask app

python-practice

Python Crash course ebook practice and more!

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

scraping-quotes-with-scrapy

A simple web scraper to scrape quotes from the website http://quotes.toscrape.com/

simplecarboncleaner

Python utilities for (simple) cleaning carbon records for generating carbon credits