This post provides a link to my Github repository for my submissions for Udacity’s AI for Healthcare Nanodegree Program. I learned to build, evaluate, and integrate predictive models that have the power to transform patient outcomes and uses AI for Healthcare. I started by classifying and segmenting 2D and 3D medical images to augment diagnosis… Read More »AI for Healthcare
Project Summary The project follows the follow steps: Step 1: Scope the Project and Gather Data Step 2: Explore and Assess the Data Step 3:… Read More »Udacity Data Engineering Capstone Project
Time series is different from a regular regression problem because it is time dependent. The basic assumption of a linear regression that the observations are… Read More »Classical & Statistical Time Series Modelling of United Health Group’s Stock Price
In this notebook, novelty and anomaly and segmentation discovery using Matrix Profile. We are using Stumpy for time series data mining tasks. We’ll examine a… Read More »Novelty, Anomaly and Segmentation Discovery using Matrix Profile
The following are the principles of good visualization by Andy Kirk: Good data visualization is trustworthy: Truthfulness and accuracy should be an obligation. Trustworthiness is… Read More »Principles of Good Visualization
360 Degree View is not only for analytics that gives insights into customer behaviour. It also provides guidance on how to engage, develop trusted relationships,… Read More »360 Degree View
5-ends model is the means through which the company can develop a sales strategy, roadmap and invest in new capabilities to differentiate and gain new… Read More »Tools Needed to Support Business Change
References for the project C. Aditya and M. S. Pande. Devising an interpretable calibrated scale to quantitatively assess the dementia stage of subjects with… Read More »Classification of Alzheimer’s Disease Stages using Radiology Imaging and Longitudinal Clinical Data – References
