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Nandhini Swaminathan
Nandhini Swaminathan

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Published in

The Research Nest

·Sep 4

Book Review: The Big Nine by Amy Webb

Bridging Fiction, Mystery, and Technology: A Dive into The Big Nine — As a graduate student engrossed in the world of AI, the complexities and boundless opportunities of technology dominate most of my waking hours. The pages of historical fiction and the twisting turns of Agatha Christie’s murder mysteries offer an escapade into an alternate realm during my off-hours. …

Book Review

4 min read

Book Review: The Big Nine by Amy Webb
Book Review: The Big Nine by Amy Webb
Book Review

4 min read


Published in

The Research Nest

·Jul 29

Image Refinement Essentials

Navigating Bayesian Techniques, Markov Random Fields, and Gibbs Sampling — Introduction Detailed images are integral to many domains, including healthcare, legal analysis, and entertainment. Nonetheless, when these images are marred by blurriness or speckles, Bayesian Image Restoration emerges as a savior, employing robust instruments such as Markov Random Fields (MRFs) and Gibbs Sampling. …

Gibbs Sampling

4 min read

Image Refinement Essentials
Image Refinement Essentials
Gibbs Sampling

4 min read


Published in

The Research Nest

·Jun 23

Meta Quest 3 vs. Vision Pro

A Comprehensive Comparison Of VR Headsets — The ever-evolving world of Virtual Reality (VR) and Augmented Reality (AR) continues to captivate and push the boundaries of what’s possible. This article delves into two highly anticipated headsets: the Meta Quest 3 from Meta and the Vision Pro headset from Apple, fresh off its announcement at WWDC 2023. …

Spatial Computing

4 min read

Meta Quest 3 vs. Vision Pro
Meta Quest 3 vs. Vision Pro
Spatial Computing

4 min read


Published in

The Research Nest

·Jun 19

Build A Docker Container For Your Python Application In 5 Minutes

Containerization using Docker and an intro to Kubernetes — In the rapidly evolving realm of software development, innovation is more than just a buzzword; it’s an essential driving force. Our approach to designing, building, and managing applications must adapt as technology progresses. However, the process of deployment often becomes complicated and time-consuming. Thankfully, there’s a solution: Docker. This powerful…

Docker

5 min read

Build A Docker Container For Your Python Application In 5 Minutes
Build A Docker Container For Your Python Application In 5 Minutes
Docker

5 min read


Published in

The Research Nest

·Jun 10

The Complexity of AI Deployment

Navigating Between Caution and Innovation — Adopting and implementing Artificial Intelligence (AI) in enterprise-level systems isn’t always as straightforward as it appears. The push and pull between the possibilities of innovation and risk mitigation challenges often turn into a finely tuned balancing act. Enterprises generally navigate this complex terrain by categorizing AI applications into two broad…

Responsible Ai

4 min read

The Complexity of AI Deployment
The Complexity of AI Deployment
Responsible Ai

4 min read


Published in

The Research Nest

·May 21

Locality Sensitive Hashing

An Efficient Approximate Nearest Neighbor Search with Python — Introduction High-dimensional data is an everyday reality in data science and machine learning, bringing unique challenges. Among these, identifying the nearest neighbors of a specific data point can be particularly daunting due to the exponential computational cost. However, Locality Sensitive Hashing (LSH), a set of hashing algorithms, provides a practical, efficient…

Nearest Neighbor Search

4 min read

Locality Sensitive Hashing
Locality Sensitive Hashing
Nearest Neighbor Search

4 min read


Published in

The Research Nest

·Feb 19

Snowflake: Unlocking Data’s Potential

Intro with sample code — Snowflake is a cloud-based data warehousing platform that has gained widespread popularity in recent years for its ability to handle large amounts of data and its versatility in data integration and analysis. I got introduced to the software while working on the back-end features of an application and quickly realized…

Snowflake

4 min read

Snowflake: Unlocking Data’s Potential
Snowflake: Unlocking Data’s Potential
Snowflake

4 min read


Published in

The Research Nest

·Dec 27, 2022

Building a Simple Python-Based GAN in 5 minutes

A beginner-level tutorial — Generative Adversarial Networks, or GANs, have created an uproar in academic circles for their abilities. The machine’s ability to produce new and inspired works has caused awe and horror in everyone’s mind. And as such, one becomes curious, how to build one? A Generative Adversarial Network (GAN) is a deep…

Gans

4 min read

Building a Simple Python-Based GAN in 5 minutes
Building a Simple Python-Based GAN in 5 minutes
Gans

4 min read


Published in

The Research Nest

·Nov 10, 2022

Binary classification performance measures

A checklist — Binary classification is a set of classification problems in machine learning where we must classify the elements under two groups. The methods are a type of supervised learning, an approach of machine learning where the categories are predefined and are used to categorize new probabilistic observations into said categories. Simple…

Binary Classification

4 min read

Binary classification performance measures
Binary classification performance measures
Binary Classification

4 min read


Apr 2, 2022

Summers with my sibling

Being nostalgic for the carefree summers of past — As a child, I knew summer had come when the air was filled with the sickly sweet smell of mangoes. The intense heat waves, the cricket matches, and endless bike races. …

Siblings

2 min read

Summers with my sibling
Summers with my sibling
Siblings

2 min read

Nandhini Swaminathan

Nandhini Swaminathan

152 Followers

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