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Currently Browsing: Artificial Intelligence

River For Online Machine Learning: An Example

River is the online machine learning package in Python. It can work for variety of machine learning problems whether it is regression or classification.           River consists of Creme and Scikit-Multiflow and is intended to work on the data that is continuously generated. This blog demonstrates a step by step procedure to use River on an example data set starting from its... read more

River for Online Machine Learning in Python

River is a Python library for online machine learning. The library lets you train machine learning models on streaming data.           Introduction   All the traditional machine learning algorithms whether it is as simple as linear regression or strong learner algorithms like xgboost, all the algorithms process the data in batches. This means that these algorithms look at the... read more

What is Digital Twin Technology?

The term digital twin may sound contemporary, but it’s a way to visualize structures in ways which was never possible earlier. Digital twin technology is one of the fastest growing concepts of Industry 4.0. Introduction In the simplest terms, a digital twin is a virtual replica of a real-world object that is run in a simulation environment to test its performance and efficacy. Digital twin platforms bring... read more

Logistic Regression

Logistic Regression is probably the first classification algorithm that is introduced to those who step into the world of Machine Learning.           Introduction   Logistic Regression is one of the most popular and powerful classification techniques. I personally think logistic regression can be considered as a bridge between the world of Machine Learning and Deep Learning.... read more

The Voice Synthesis Technology

Voice synthesis makes it possible to develop speech enabled computer-human interaction systems like putting annotations to files through voice commands or talking computer systems.         Introduction   Voice syncing is an AI technique that allows the software to learn and understand the nicety of someone’s voice. This is done by training on the target person’s voice data... read more

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