sahikabetul

Disaster-Response-Pipeline

📚 NATURAL LANGUAGE PROCESSING 📚 A simulation of pipelines: from data manipulation, model training with grid search and flask web app 📚

Hippocampal-Volume-Quantification-in-Alzheimer-s-Progression

🧠 3D MEDICAL IMAGE SEGMENTATION 🧠 FDA VALIDATION PLAN 🧠 Curate a dataset of brain MRIs, train a segmentation on a CNN, and integrate this into a clinical network to quantify hippocampal volume for Alzheimer's progression 🧠

Motion-Compensated-Pulse-Rate-Estimation-by-Wearable-Device-Data

💓 WEARABLES 💓 Pulse rate estimation from PPG sensor data and 3D accelerometer data to avoid false high results from sudden movements 💓

Pneumonia-Detection-From-Chest-X-Rays-and-FDA-Submission

👩‍⚕️ 2D MEDICAL IMAGE CLASSIFICATION 👩‍⚕️ FDA SUBMISSION 👩‍⚕️ Analyze data from the NIH Chest X-ray Dataset and train a CNN to classify a given chest x-ray for the presence or absence of pneumonia 👩‍⚕️

Recommendations-for-Articles-on-the-IBM-Watson-Studio-Platform

📜 RECOMMENDATION ENGINE 📜 Putted my recommendation skills to use on real data from the IBM Watson Studio platform 📜

Stroke-Prediction

🧠 DATA SCIENCE 🧠 Understand what are the reasons that cause stroke to peoeple and see if we can succefully detect stroke on some features using ML technics 🧠

sahikabetul/Motion-Compensated-Pulse-Rate-Estimation-by-Wearable-Device-Data

💓 WEARABLES 💓 Pulse rate estimation from PPG sensor data and 3D accelerometer data to avoid false high results from sudden movements 💓

sahikabetul/course-collaboration-travel-plans

sahikabetul/Hippocampal-Volume-Quantification-in-Alzheimer-s-Progression

🧠 3D MEDICAL IMAGE SEGMENTATION 🧠 FDA VALIDATION PLAN 🧠 Curate a dataset of brain MRIs, train a segmentation on a CNN, and integrate this into a clinical network to quantify hippocampal volume for Alzheimer's progression 🧠

sahikabetul/Medical-Appointment-NoShow-Prediction

⌚ DATA SCIENCE ⌚ Investigate the reason why some patients do not show up to their scheduled appointments and find the probability of missing the appointment ⌚

sahikabetul/Patient-Selection-for-Diabetes-Drug

💊 DATA SCIENCE 💊 Built a regression model that can predict the estimated hospitalization time for a patient and use this model to select/filter patients for the drug study 💊

sahikabetul/Disaster-Response-Pipeline

📚 NATURAL LANGUAGE PROCESSING 📚 A simulation of pipelines: from data manipulation, model training with grid search and flask web app 📚

sahikabetul/Pneumonia-Detection-From-Chest-X-Rays-and-FDA-Submission

👩‍⚕️ 2D MEDICAL IMAGE CLASSIFICATION 👩‍⚕️ FDA SUBMISSION 👩‍⚕️ Analyze data from the NIH Chest X-ray Dataset and train a CNN to classify a given chest x-ray for the presence or absence of pneumonia 👩‍⚕️

sahikabetul/Recommendations-for-Articles-on-the-IBM-Watson-Studio-Platform

📜 RECOMMENDATION ENGINE 📜 Putted my recommendation skills to use on real data from the IBM Watson Studio platform 📜

sahikabetul/Route-Planner

🚗 A* SEARCH ALGORITHM 🚗 Build a route-planning algorithm -like the one used in Google Maps- to calculate the shortest path between two points on a map 🚗

sahikabetul/Stroke-Prediction

🧠 DATA SCIENCE 🧠 Understand what are the reasons that cause stroke to peoeple and see if we can succefully detect stroke on some features using ML technics 🧠

sahikabetul/AI4DOCTORS

sahikabetul/Data-Structures-and-Algortihms

Udacity nanodegree program contents

sahikabetul/dsand-p0-investigating-texts-and-calls

sahikabetul/HackerRank-One-Week-Interview-Preparation-Kit

sahikabetul/Investigating-Texts-and-Calls

⏱ TIME COMPLEXITY ANALYSIS ⏱ Use Python to analyze and answer questions about the texts and calls contained in the dataset. Then, perform run time analysis of the solution and determine its efficiency ⏱

sahikabetul/OpenAI-Gym-s-Taxi-v2-Task

🚕REINFORCEMENT LEARNING🚕Solution of Taxi-v2 Task with Expected Sarsa method🚕

sahikabetul/sahikabetul

My personal repository

sahikabetul/stackoverflow

Findings from Stackoverflow 2017