Mohammed Salama's repositories
Modeling_IFT_for_heavy_oil_emulsion
Modeling for paper "Underlying Physics of Heavy Oil Recovery by Gas Injection: An Experimental Parametric Analysis When Oil Exists in the Form of Oil Based Emulsion"
arabic_text_analysis-Classification-and-Modeling
Deploying models that perform Arabic Text Analysis
fraud_detection_model_dev_example
An example on how to use python to structure a simple project for using ML to detect fraudulent transactions
model_deployment
Part of my teaching at Concordia Data Science Bootcamps
AzureML
Azure ML CDCZI
bash-handbook
:book: For those who wanna learn Bash
dataubc
Config files for my GitHub profile.
deep-learning_tensorflow
part of my teaching at concordia bootcamp
fastercnn-pytorch-training-pipeline
A Faster RCNN Object Detection Pipeline for custom datasets using PyTorch.
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
k2tf
Kubernetes YAML to Terraform HCL converter
kubernetes-mlops
MLOps tutorial using Python, Docker and Kubernetes.
Loan-Default-Prediction
Risk Analysis and Profit Optimization for loans
mlflow-examples
Basic and advanced MLflow examples for many ML flavors
mlflow-server-minikube
Deploying MLflow server to Minikube
mlflow-serving-example
Code examples to demonstrate the use of mlflow tracking and serving instances
MLOpsPython
MLOps using Azure ML Services and Azure DevOps
Natural-Language-Processing-and-Computational-Linguistics
Natural Language Processing and Computational Linguistics, published by Packt
NN_frorm_scratch
NN for image classification and object detection
sagemaker_domain_setup
Using terraform to setup SageMaker domain
sagemaker_endpoint_configuration
Using terraform to setup SageMaker Endpoint
terraform-course
Course files for my Udemy course about Terraform
test2022
this is just a test
TF-GPU
requirements for running TF with GPU