Sk Golam Saroar's repositories
tensorflow-in-practice-specialization
This repository contains notebooks from the Coursera specialization TensorFlow in Practice.
tensorflow-deployment-specialization
This repository contains notebooks from the Coursera specialization TensorFlow: Data and Deployment.
version-control-with-git
This repository contains the resources and my notes from the Coursera course Version Control with Git.
golamsaroar
An overview of who I am, what I have been doing, and the path I want to take going forward.
abstract_factory_pattern
Documentation on Abstract Factory Pattern with diagrams, sample code, and Q/As.
facial-expression-detection
A sentiment analysis tool to detect the six basic expressions: happiness, sadness, anger, surprise, fear, and disgust from images and videos.
h2o-autoML
Apply automatic machine learning to a business analytics problem with the H2O AutoML interface in Python.
neural-network-visualizer
A simple web visualizer for the layers of a Neural Network in detecting handwritten digits.
replication_causal_impact_for_app_releases
This repository contains code for the replication of the paper "Causal Impact Analysis for App Releases in Google Play".
replication_fairness_without_demographics
This repository contains code for the replication of the paper "Fairness without Demographics through Adversarially Reweighted Learning".
book-management
A simple application for managing my books with ease.
data_merge_tool
A Java program for merging data from various file formats (e.g., HTML, CSV) into a single file, ensuring extensibility for future support of additional formats and ease of maintenance.
django-blog
This is a simple blog made with Django 1.11.28 and Bootstrap 4.1.3.
exploring_time_tracking_apps
Scrape data from the Atlassian Marketplace for apps in the Time Tracking category, and perform analytics on the gathered data to answer specific questions.
image-compression-KMeans-clustering
Applying K-Means clustering algorithm using scikit-learn and Python to build an image compression application with interactive controls.
kafka-with-mysql
The Producer reads json data from an external file and the Consumer inserts the data into a mysql database.
python-interactive-dashboard
An interactive dashboard built with streamlit for the sentiment analysis of tweets about US Airlines.
clustering-geolocation-data
Clustering geolocation data with K-Means, DBSCAN, and HDBSCAN.
customer-market-segmentation
Training an unsupervised machine learning algorithm to perform bank customer segmentation.
deep-learning-specialization
This repository contains notebooks from the Coursera specialization Deep Learning.
deploy-models-tensorflow-serving
A simple web application with Flask to get Cat vs Dog predictions from the served TensorFlow model deployed using TensorFlow Serving and Docker.
employee-turnover-prediction
Predicting Employee Turnover with Decision Trees and Random Forests using scikit-learn.
facebook-prophet-future-prices-prediction
A time series forecasting model using Facebook Prophet to predict future product prices.
factory_method_pattern
Documentation on Factory Method Pattern with diagrams, sample code, and Q/As.
generate-synthetic-images-DCGAN
Build and train a Deep Convolutional GAN (DCGAN) with Keras to generate images of fashionable clothes.
ML-webapp-streamlit
A web application that allows users to choose what classification algorithm they want to use and let them interactively set hyper-parameter values, all without them knowing to code.
OSS-development-linux-and-git-specialization
This repository contains notes from the Coursera specialization Open Source Software Development, Linux, and Git.