Background:
Starbucks as a means of promoting sales and awarding customer loyalty makes offers to their customers which comes in 3 forms; BOGO, discount and informational offers with difficulty and validity periods.
Their target is to increase sells through the customers purchasing merchandise through means and also reduce economic loss on…
In football, once the transfer window opens, clubs starts bidding, buying, loaning, borrowing or selling their players. This transfers are done to get the ‘best’ players or sell the ‘worst’ players.
Transfers are pretty expensive, so clubs and leagues go for the best they can get or players to build…
Overview:
Threat detection is a huge and evolving field. Threat detection can come in form of cyber protection mechanism, or software in perceived important places. What of personal safety? How does one detect danger to themselves?
Goal:
Sonix-Locale is the proposed product which is a threat detection mechanism for mobile phones that…
This is the second phase of this project. In this phase, I will be training and evaluating datasets on Google AutoML Vision on how different factors affect the output of a model. The first phase of this project which is creating and annotating dataset with Appen can be found here.
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According to Appen, data annotation is the categorization and labeling of data for AI applications. This categorization and labeling is done to achieve a specific use case in relation to the business problem you are trying to solve.
There are people whose job it is to annotate these data for…
Linear regression is an algorithm that is used to visualize the relationship between two variables. The two variables which are used in this algorithm are the independent and dependent variables.
The independent variable is the variable that is not impacted by the other variable. …
A Gaussian function is a function that cuts across mathematics and statistics. It is also used in signal processing for computer vision.
This function is a type of function that shows continuous probability distribution for a real-valued random variable. …
Machine leaning involves analyzing large sets of data to look for trends or correlations, and to use that to help characterize new observations and, in some cases, to perform tasks.
Using machine learning in research is like using other new tools in the practice of science.
In this article, I…
According to the FDA, medical imaging refers to several different technologies that are used to view the human body in order to diagnose, monitor, or treat medical conditions. Imaging can come in different formats which includes; CT Scan, MRI, X-rays etc. …
Electronic Health Record (EHR) according to Wikipedia is the systematized collection of patient and population health information stored electronically in a digital format. These records are shared through network-connected or other information networks and exchanges. …
