AjayK's starred repositories
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
EMIT-Data-Resources
This repository provides guides, short how-tos, and tutorials to help users access and work with data from the Earth Surface Mineral Dust Source Investigation (EMIT) mission.
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
applied-llm
Everything about LLMs in production.
path-to-senior-engineer-handbook
All the resources you need to get to Senior Engineer and beyond
Landsat-Time-Series-Analysis-for-Multi-Temporal-Land-Cover-Classification
LANDSAT Time Series Analysis for Multi-temporal Land Cover Classification using Machine Learning techniques in Python and GUI development for automation of the process.
sentinelsat
Search and download Copernicus Sentinel satellite images
satellite-image-analysis
An introduction to script-based satellite image processing using Python
Satellite_Imagery_Analysis
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
earthaccess
Python Library for NASA Earthdata APIs
algorithmic-trading-with-python
Source code for Algorithmic Trading with Python (2020) by Chris Conlan
zipline-reloaded
Zipline, a Pythonic Algorithmic Trading Library
Statistical-Time-Series-Analysis-on-Agricultural-Commodity-Prices
This project aims to understand trends in agricultural prices through quantity arrival data for different commodities in state of Maharashtra, India.
Quantitative
Alpha Generation using Data Science and Quantitative Analysis with integrated Risk Model
you-dont-need-a-bigger-boat
An end-to-end implementation of intent prediction with Metaflow and other cool tools
from-pytorch-to-coreml
A simple guide that explains the steps from training a simple PyTorch image classifier to converting the generated neural network into a CoreML model ready for production
sources-of-reinforcement-learning
All the source codes and lectures of reinforcement learning.