AI Trends
Reporting, analysis and features from AIM's AI Trends section.
Microsoft Releases Open-Source Tool To Test The Security Of AI Systems
kumar Gandharv ·
Object-Oriented Programming with Python
Python's object-oriented programming system supports all four features: encapsulation, abstraction, inheritance and polymorphism.
Rajkumar Lakshmanamoorthy ·
Guide to Bayesian Optimization Using BoTorch
BoTorch is a library built on top of PyTorch for Bayesian Optimization. It combines Monte-Carlo (MC) acquisition functions, a novel sample average approximation optimization approach, auto-differentiation, and variance reduction techniques.
Pavan Kandru ·
Top 8 Julia Libraries For Data Visualisation
Ambika Choudhury ·
Guide To GPyTorch: A Python Library For Gaussian Process Models
Nikita Shiledarbaxi ·
RepVGG: Can You Make Simple Architectures Great Again?
RepVGG is a simple ConvNet architecture that combines multibranch topologies’ increased performance and the simplicity of VGG topology.
Aditya Singh ·
A Brief Overview of OpenChat: Open Source Chatting Framework for Generative Models
Aishwarya Verma ·
Guide To TensorLy: A Python Library For Tensor Learning
Nikita Shiledarbaxi ·
AI In Healthcare Is Challenging: What Can India Do?
Ram Sagar ·
Top AI & Data Science Newsletters On Substack
Shraddha Goled ·
8 Best Frameworks For Contrastive Learning
Contrastive learning can be applied to both supervised as well as self-supervised settings.
Amit Naik ·
Top Data Observability Platforms For Monitoring Data Quality At Scale
“In software engineering, every team has a solution like New Relic, DataDog, or PagerDuty to measure the health of applications and ensure reliability. How come data teams are flying blind?”
Avi Gopani ·
Microsoft Issues A Near-Final Build Of Windows 11 to Windows Insiders
This build update brings fixes and marks the rollout of new updates for built-in apps, including Snipping Tool, Calculator and the newly introduced Focus Clock.
Victor Dey ·
Merlion - Salesforce’s Latest Time Series Library. How To Use It With Python Code
Cloud-based software company, Salesforce released Merlion this month, an open-source Python library for time series intelligence.
Vijaysinh Lendave ·
Meet The New Player In The US-China AI Arms Race: United Kingdom
The UK plans not only to be a top AI country but also to do that with ethical and regulated AI that the citizens desire.
Avi Gopani ·
Top AI & ML Courses Offered By Tech Giants
Here’s a list of the top AI and ML courses offered by tech giants in 2021.
Debolina Biswas ·
Analytics For Small/Medium Scale Quick Service Restaurants
The findings of this study would help the fast-food retailers to shore up their strengths and remedy their shortcomings and have substantial growth in their business.
Praxis.Business.School ·
How to Improve Collaborative Filtering with Dimensionality Reduction?
Collaborative filtering is a famous technique used in most recommendation systems. Generally, collaborative filtering is categorized into two senses: the narrow one and the more general one.
Vijaysinh Lendave ·
Top 8 MLflow Alternatives you Should Try Now
MLflow is currently used by companies like Facebook, Databricks, Microsoft, Accenture, and Booking.com, among others.
Amit Naik ·
Exploring Graph Neural Networks
Data Scientists at CRED, Ravi Kumar and Samiran Roy explained the essence of using graph neural networks and how the emerging technology is being utilised by CRED.
Victor Dey ·