Quick introduction to Loss Functions in Neural Network
Most Commonly Used Deep Learning Loss Functions
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Why do we need Data Preprocessing ?
Getting our data ready for producing quality results from our machine learning models
How to do Problem Definition for a Machine Learning Project ?
The difference between a failed ML Project and a successful ML Project
Machine Learning Workflow
Introduction Currently, we might be overwhelmed by tons of developments and tools available in the market to train models, to create algorithms from scratch or whether to find insights from the data using different tools. Irrespective of these things...
Determine handwritten digits using Neural Network
Part 1 - The Concept
Artificial Neurons
Perceptron and Sigmoid Neuron Model
Most Used Artificial Intelligence terms briefly explained
What is Artificial Intelligence A sub-field of computer science. It is an intelligence demonstrated by machines in contrast to the natural intelligence displayed by humans. It is often used to describe machines (or computers) that mimic "cognitive" f...