amine-akrout

churn-prediction-web-app

Streamlit based web application for churn prediction

elk-docker-kafka_streaming

Big Data Analytics using elasticsearch, logstash, kibana and kafka

real-time-twitter-sentiment-analysis

Sentiment Analysis and visualisation of tweets, using python, Easticsearch, logstash, kibana and kafka in a Docker container

tensorflow-tifecycle-management-with-mlflow

Creating a Dockerized stack environment using MLflow, mysql and Minio to manage the lifecycle of TensorFlow models.

Spark_Stuctured_Streaming

build-ml-pipeline-for-short-term-rental-prices

Project code for cd0581 refresh taught by Giacomo Vianello

car-price-prediction

Training and deploying XGBoost Model with MLFlow, flask, Cloud Run and github actions

deploying_ml_heroku_fastapi

Project 3 Udacity ML-DevOps

mental_health_risk

Training and deploying LightGBM Model with MLFlow, fastapi, App Engine and github actions

Smoker_detection

Smoker Detection deep learning model served via a Web App using TensorFlow, tensorflow-serving, flask and Docker compose

spam-filter

Deploying a deep learning based Spam filter for e-mails using keras, flask, Docker and docker-compose

Udacity-DEND-Capstone-Project

Capstone Project for Udacity's Data Engineering Nanodegree : End-to-end data pipeline to analyze covid-19 effect on airbnb

marketing_data_science

Use cases for marketing Data Science

Time-series-forecasting

Benchmarking of different algorithms used fot time series forecasting ARIMA, Prophet, LSTM

amine-akrout

GitHub Pages

amine-akrout.github.io

GitHub Pages

bank_deposit_prediction

Training and deploying CatBoost Model with MLFlow, Flask, AWS ECS and github actions

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

diamond-price-prediction

Train and deploy a DNN model on Azure Machine Learning and azure App Service for diamond price prediction

face_recognition

Face Recognition and Identification using python, openCV and deep learning

house-price-web-app

mlops-zoomcamp

mlops-zoomcamp-capstone

my-solution-Challenge-data-science-ANAP-ATIH-2020

object_detection

recommender_system

text_summarization

Text summarization using seq2seq model and attention mechanism deployed with streamlit