CogniBits

Nov 17, 20244 min read

A Beginner's Guide to Generative AI

Generative AI refers to algorithms that can generate new content, whether it's text, images, audio, or even video. Unlike traditional AI, which typically focuses on classification or prediction tasks, generative models create new data instances that ...

Activation Functions in Deep Learning
Activation functions are mathematical functions applied to the output of each neuron (node) in a neural network. They determine whether the neuron should be activated or not, i.e., whether the information should pass through the neuron or not. Activa...
Aug 1, 20234 min read
Introduction to MLOps
Streamlining the Machine Learning Lifecycle
Jul 20, 20234 min read
Conformal Prediction
Building Reliable Machine Learning Models
Jul 18, 20235 min read
Causal Inference
Understanding the concepts and applications of Causal Inference
Jul 18, 20238 min read
Bayesian Inference
A Comprehensive Guide to Probabilistic Reasoning in Data Science
Jul 13, 20234 min read
Hypothesis Testing
A Comprehensive Guide to Hypothesis Testing for Data Science
Jul 11, 20234 min read

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