#machine-learning

Articles tagged with #machine-learning

Understanding XGBoost: A Powerful Machine Learning Algorithm
XGBoost is an open-source, scalable, and efficient machine learning algorithm.
Sep 4, 20238 min read553
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 read4
Conformal Prediction
Building Reliable Machine Learning Models
Jul 18, 20235 min read24
Causal Inference
Understanding the concepts and applications of Causal Inference
Jul 18, 20238 min read22
Data Science Lifecycle
Data Science is a multidisciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured data. The lifecycle of a data science project involves several stages, each ...
Jun 30, 20234 min read23
Introduction to Data Science: Unleashing the Power of Data
In the digital era, we are generating vast amounts of data every single day. From online transactions and social media interactions to sensor readings and scientific experiments, data is being collected at an unprecedented scale. However, raw data is...
Jun 22, 20234 min read14

#machine-learning - CogniBits