Pragati Baheti
Guest Author and Software Developer
at Microsoft
Bio
Pragati is a software developer at Microsoft, and a deep learning enthusiast. She writes about the fundamental mathematics behind deep neural networks.
Articles
Computer vision
Oct 5, 2022
Image Recognition: Definition, Algorithms & Uses
Image recognition is the process of identifying objects in images. We cover the basics of the task and different approaches to it.
Computer vision
Oct 5, 2022
Image Recognition: Definition, Algorithms & Uses
Image recognition is the process of identifying objects in images. We cover the basics of the task and different approaches to it.
Computer vision
Sep 13, 2022
Pattern Recognition in Machine Learning [Basics & Examples]
Pattern recognition in machine learning refers to the process of identifying patterns in data. Explore different pattern recognition techniques and use cases.
Computer vision
Sep 13, 2022
Pattern Recognition in Machine Learning [Basics & Examples]
Pattern recognition in machine learning refers to the process of identifying patterns in data. Explore different pattern recognition techniques and use cases.
Computer vision
Jul 29, 2022
The Complete Guide to Recurrent Neural Networks
Recurrent neural networks (RNNs) are well-suited for processing sequences of data. Explore different types of RNNs and how they work.
Computer vision
Jul 29, 2022
The Complete Guide to Recurrent Neural Networks
Recurrent neural networks (RNNs) are well-suited for processing sequences of data. Explore different types of RNNs and how they work.
Computer vision
Jan 31, 2022
Overfitting vs. Underfitting: What's the Difference?
Overfitting and underfitting are both common problems in machine learning. Learn about the signs of overfitting and underfitting, and how to avoid them.
Computer vision
Jan 31, 2022
Overfitting vs. Underfitting: What's the Difference?
Overfitting and underfitting are both common problems in machine learning. Learn about the signs of overfitting and underfitting, and how to avoid them.
Activation Functions in Neural Networks [12 Types & Use Cases]
Computer vision
Activation Functions in Neural Networks [12 Types & Use Cases]
Computer vision
A Comprehensive Guide to Convolutional Neural Networks
Computer vision
A Comprehensive Guide to Convolutional Neural Networks
Computer vision
The Essential Guide to Neural Network Architectures
Computer vision
The Essential Guide to Neural Network Architectures
Computer vision
A Simple Guide to Data Preprocessing in Machine Learning
Computer vision
A Simple Guide to Data Preprocessing in Machine Learning
Computer vision
The Beginner's Guide to Deep Reinforcement Learning [2024]
Computer vision
The Beginner's Guide to Deep Reinforcement Learning [2024]
Computer vision
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Changelog Updates
New model
Feb 4, 2026
SAM 3: Text-Prompt Segmentation and Enhanced Auto-Tracking
New model
Feb 4, 2026
SAM 3: Text-Prompt Segmentation and Enhanced Auto-Tracking
New model
Feb 4, 2026
SAM 3: Text-Prompt Segmentation and Enhanced Auto-Tracking
New feature
May 15, 2025
Improved Dataset Organization with Custom Labels
New feature
May 15, 2025
Improved Dataset Organization with Custom Labels
New feature
May 15, 2025
Improved Dataset Organization with Custom Labels