This video talks about how to evaluate any Machine Learning classification model and what all matrices are available to do so. It contains very simple to follow examples along with calculations and brief overview of confusion matrix.
Monday, June 21, 2021
Monday, June 14, 2021
This video talks about the complete flow of image classification, starting from image collection, image tagging/labelling, training classification model, evaluating the model, and testing the predictions using Prediction API. This complete flow relies on Azure Custom Vision service.
This video explains, how to start with object detection using Azure custom vision service. It talks about how one can detect cars and buses from any valid image along with some of the best practices about training the model. One will also learn about some of the limitations of detection API.
Monday, May 31, 2021
Friday, May 21, 2021
When we are talking about a term environment along with Python, it is a context in which our Python application runs, or we can say that the Python program runs.
An environment consists of an interpreter and all the installed packages, which clearly means that one can have multiple environments on a single machine, or rather I would say, every Python application can have its own environment.
Now the question is, why do we need such environments?
To know more about the virtual environment and how to create one using Visual Studio Code, have a look at my below video
Tuesday, May 18, 2021
Wednesday, May 5, 2021
Azure Web PubSub service, as its name says, it is based on publish-subscribe pattern and enables us to build real-time web applications.
Some of the popular examples where we can use this service is, for any chat-based applications, any collaboration application, like white boarding application. We can also use this service for any application which needs instant push notifications. In fact, there are many more example, we can think about.
The best part is, we can use Azure Web PubSub service on all the platforms which supports WebSocket APIs and it allows up to 100 thousand concurrent connections at any point of time.