Feature Selection
April 4, 2022
Introduction Feature Selection is one of the core concepts in machine learning which hugely impacts the performance of your model. The data features that you
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What are the layers in CNN: How to utilize them in a better way?
March 30, 2022
Introduction Implementing a project on Image Segmentation, but lacking the fundamentals to building architecture and how layers in CNN are involved in it? In this
Understanding Activation Functions in Neural Networks: How to choose Better one?
March 12, 2022
Introduction In Neural Networks, where the neuron is a weighted average of input, Activation functions are used to bring non-linearity into the output of neurons.
Bokeh vs Plotly: Which one is better in 2022?
February 22, 2022
Introduction When it comes to data visualization, the debate of Bokeh vs Plotly is a hot topic. Building a machine learning model necessitates the use
Bias vs Variance Tradeoff: Understanding It The Better Way 2022
February 21, 2022
Introduction The bias-variance tradeoff is the central problem in data analytics. When we talk about the bias-variance tradeoff, we are talking about two metrics: bias