saheelBreezo

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Saheel Ahmed's repositories

Cloud-Optimised-Geotiff

My talk on introduction to Cloud-Optimized GeoTIFF

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Resources

Inventory of all the educational content that I share on spatial data analytics, geostatistics and machine learning. I hope these resources are helpful, Prof. Michael Pyrcz

MIT100

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

Language:Jupyter NotebookApache-2.0000

ashoka-university

Course material related to Ashoka University course

Language:Jupyter Notebook000

deep-learning-models

Keras code and weights files for popular deep learning models.

Language:PythonMIT000

deeplearning-cfn

Distributed Deep Learning on AWS Using CloudFormation (CFN), MXNet and TensorFlow

Language:PythonNOASSERTION000

docker-lambda

Docker images and test runners that replicate the live AWS Lambda environment

Language:C#MIT000

fastai-course-1

Docker environment for fast.ai Deep Learning Course 1 at http://course.fast.ai

Language:PythonMIT000

fastbook

The fastai book, published as Jupyter Notebooks

Language:Jupyter NotebookNOASSERTION000

gatsby-starter-minimal-blog

Typography driven, feature-rich blogging theme with minimal aesthetics. Includes tags/categories support and extensive features for code blocks such as live preview, line numbers, and line highlighting.

Language:MDX0BSD000

geolambda

Create and deploy Geospatial AWS Lambda functions

Language:DockerfileMIT000

rasterio

Rasterio reads and writes geospatial raster datasets

Language:PythonNOASSERTION000

rio-cogeo

Cloud Optimized GeoTIFF creation and validation plugin for rasterio

Language:PythonBSD-3-Clause000

geopandas_osm

Query the OSM Overpass API and get a GeoDataFrame

Language:PythonMIT000

gmtsar

GMTSAR

Language:Jupyter NotebookGPL-3.0000

go-with-golang

Utility scripts for I/O and data processing

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goes-to-cog

Convert GOES-R data to Cloud Optimized Geotiffs

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Interactive-Choropleth-Map-Using-Python

Contains data and code used to create bokeh application of world obesity choropleth map

Language:Jupyter Notebook000

Map-Challenge

30 Day Map Challenge

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Mastering-Computer-Vision-with-TensorFlow-2.0

Mastering Computer Vision with TensorFlow 2.0, published by Packt

MIT000

merf

Mixed Effects Random Forest

Language:Jupyter NotebookMIT000

pystac

Python library for working with any SpatioTemporal Asset Catalog (STAC)

Language:PythonNOASSERTION000

Python

My Python Examples

Language:PythonMIT000

saheelBreezo.github.io

Github repository for my personal website

Language:MDXMIT000

stac-site

Website for SpatioTemporal Asset Catalog specification

Apache-2.0000

Tensorflow_Advance_Techniques

deeplearning.ai Tensorflow advance techniques specialization

Language:Jupyter Notebook000

TileDB

The Universal Storage Engine

Language:C++MIT000

titiler

A FastAPI backed Cloud Optimized GeoTIFF tile server

MIT000

Useful-python

Python code and notebooks for reference

Language:Jupyter NotebookMIT000

zarr-python

An implementation of chunked, compressed, N-dimensional arrays for Python.

MIT000