Juber Rahman's repositories
Smart-Health
Repository for the Machine Learning for Smart Health System course offered by Dr. Juber Rahman at Omdena School platform. Join the course here https://omdena.com/omdena-school/
Computer-Vision-and-NLP
Image Processing, Natural Language Processing, Pattern Recognition
DataScience-and-MachineLearning
Data Wrangling, Visualization, EDA, Predictive Model Development, Operations Optimization
NLP-for-Business
Repository for the course- NLP for solving Business Problem offered by Dr. Juber Rahman at Omdena School platform. Join the course here https://omdena.com/omdena-school/
19_udacity_dsa
Data Structures & Algorithms Nanodegree Program from Udacity
Automation-and-AdvancedComputing
ML Model Deployment as a Web Service, IT automation, Micro services
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
BioStatistics
A blend of inferential statistics and biomedical engineering
data-science-interviews
Data science interview questions and answers
Deep-Learning-Projects
Deep ANN, CNN, Auto-encoder, RNN, GAN, Transfer Learning in PyTorch
Enhancementing-Method-for-STEMI-Detection
Official source code of Preprocessing Method for Performance Enhancement in CNN-based STEMI Detection from 12-lead ECG
Hyperopt-Keras-CNN-CIFAR-100
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.
Machine-Learning-and-Artificial-Intelligence
Supervised Machine Learning, Clustering, Recommendation System, Reinforcement Learning
Publications-Certifications-and-Test-Scores
Please find my published articles, conference proceedings, poster presentations, certifications, Test scores, etc. here.
Python-for-Signal-Processing
Notebooks for "Python for Signal Processing" book
Scientific-Computing
Projection Based Dimension Reduction, Matrix Factorization
SCCHealth_v2.0
AI powered android application developed by me as part of my research project for automated disease screening from vital signs
awesome-mlops
A curated list of references for MLOps
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
datacamp
A repository that contains notebooks from DataCamp courses
heartrate_analysis_python
Python Heart Rate Analysis Package, for both PPG and ECG signals
RealmAndCharts-example
Simple example of how to use RealmSwift and Charts together - iOS 10 & Swift 3
wfdb-python
Native Python WFDB package