marmohamed
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System design interview for IT companies
Docker Mastery Udemy course to build, compose, deploy, and manage containers from local development to high-availability in the cloud
Memory consumption and FLOP count estimates for convnets
This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.
Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
Crop type mapping of small holder farms in Ghana, and South Sudan
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Data Preparation for Satellite Machine Learning
A Natural Language Processing course taught by Professor Ghassemi
[ICML 2020] code for the flooding regularizer proposed in "Do We Need Zero Training Loss After Achieving Zero Training Error?"
Code for "Gradient Surgery for Multi-Task Learning"
💯 Curated coding interview preparation materials for busy software engineers
The fastai book, published as Jupyter Notebooks
LSI-Faster R-CNN: An enhanced version of Faster R-CNN for joint object detection and viewpoint estimation
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
A collection of various deep learning architectures, models, and tips
Going deeper into Deep CNNs through visualization methods: Saliency maps, optimize a random input image and deep dreaming with Keras
Paper reading notes on Deep Learning and Machine Learning
Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics
Simple Tensorflow implementation of "Group Normalization"
ShellCheck, a static analysis tool for shell scripts
Introduction about AI, quantum machine learning, and computational models
in this repository frequently i will be uploading my collection of machine learning/deep learning/natural Language Processing based research papers i am highly interested in
🔬 Path to a free self-taught education in Bioinformatics!
KITTI data processing and 3D CNN for Vehicle Detection
Evaluation of 3D object detection performance on the KITTI dataset.