100DaysofML

Image Processing part 2. Thought of working a bit more on the Image processing syntax and concepts so lets get right to it. I would highly…

Image processing. Thought of writing a blog on the basics and usage of Image Processing using OpenCV. I shall share the notebook below but…

LSTM. Since I used an LSTM model in my last blog, I thought of covering the basics of LSTM models which are very commonly used. LSTM’s can…

LSTM model implementation. So for the given IOT model from yesterday’s blog, I thought of talking about the implementation of the LSTM…

Usage of ML models in IOT. This is one of the aspects which not a lot of people look at but ML can be used even in creating models that…

Data Mining Algorithms used by Instagram and Facebook. So very recently, I had a discussion with a few friends about how Instagram starts…

Heart Disease plots using Bubbly. So for today’s blog, I thought of picking up a random dataset and creating unique plots which would help…

Usage of ML in Google Maps. So a lot of the routing on google maps is done with the help of an application of AI which is used every time…

Comparison of Cross Validation approaches. So in the last few blogs, I have been writing quite a bit about cross validation and I thought…

Leave One Out Cross validation. This is another cross validation method which I wanted to mention and talk about. It can be abbreviated as…

Holdout Validation Approach. This is one of the easiest methods of training and is very commonly used. it it just a technical term which…

Hyperparameters. I wanted to shed some light on the importance of Hyperparameters and how they affect our training purpose.