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Paul Ndirangu's Projects

30-days-of-react icon 30-days-of-react

30 Days of React challenge is a step by step guide to learn React in 30 days. This challenge needs an intermediate level of HTML, CSS, and JavaScript knowledge. It is recommended to feel good at JavaScript before you start to React. If you are not comfortable with JavaScript check out 30DaysOfJavaScript. This is a continuation of 30 Days Of JS.

ai-for-medical-diagnosis icon ai-for-medical-diagnosis

This repo contain my assignment notebooks for the Coursera AI for Medicine Specialization course. The link to the course: https://www.coursera.org/specializations/ai-for-medicine

ai-in-medicine icon ai-in-medicine

COURSERA : AI for Medical Diagnosis - Convolutional neural network image classification and segmentation models to make diagnoses of lung and brain disorders. AI for Medical Prognosis - Risk models and survival estimators for heart disease using statistical methods and a random forest predictor to determine patient prognosis. AI in Medical Treatment - Treatment effect predictor, model interpretation techniques and natural language processing to extract information from radiology reports.

ai-projects icon ai-projects

AI项目(强化学习、深度学习、计算机视觉、推荐系统、自然语言处理、机器导航、医学影像处理)

anga icon anga

A simple web app hosting a plant disease classifier built with pytorch and fastai, the dataset used was the plant village dataset containing 38 classes of plant diseases

app-ideas icon app-ideas

A Collection of application ideas which can be used to improve your coding skills.

breast-cancer-detection icon breast-cancer-detection

Breast Cancer Detection classifier built from the The Breast Cancer Histopathological Image Classification (BreakHis) dataset composed of 7,909 microscopic images of breast tumor tissue collected from 82 patients using different magnifying factors (40X, 100X, 200X, and 400X). To date, it contains 2,480 benign and 5,429 malignant samples (700X460 pixels, 3-channel RGB, 8-bit depth in each channel, PNG format). This database has been built in collaboration with the P&D Laboratory - Pathological Anatomy and Cytopathology, Parana, Brazil.

co-op-management-system icon co-op-management-system

[ONGOING] Web Development for Co Op Management System for NITK Co-Operative Society. Project done under IEEE Envision for Student Members.

datasets icon datasets

Datasets used in Plotly examples and documentation

deployment-demo icon deployment-demo

Repo used for the zoom call demo for computer vision model deployment built using fastai

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