AI Trends
Reporting, analysis and features from AIM's AI Trends section.
What is Extreme Multilabel Text Classification?
The problem of assigning the most relevant subset of class labels to each document from an extremely large label collection, where the number of labels could reach hundreds of thousands or millions, is known as extreme multi-label text cla…
Vijaysinh Lendave ·
What is a Quantum Convolutional Neural Network?
Convolutional Neural Networks have the limitation that they learn inefficiently if the data or model dimension is very large.
Vijaysinh Lendave ·
How to Build Sequential Recommendation Systems with Graph Convolutional Networks?
Basawanyya Hiremath ·
All You Need to Know About Unsupervised Reinforcement Learning
Unsupervised learning and reinforcement learning are two major type of learning methods. A combination of these learning methods can provide a betterment in reinforcement learning
Yugesh Verma ·
How to use Hyperopt for Distributed Hyperparameter Optimisation?
Hyperopt is a tool for hyperparameter optimization. It helps in finding the best value over a set of possible arguments to a function that can be a scalar-valued stochastic function
Yugesh Verma ·
The most popular AIM longform stories of 2021
In 2021, we published more than 3500 long-form stories, which generated a views of more than 23M
meghna123 ·
Ed-tech startup iNeuron launches first of its kind OTT platform for education ‘OneNeuron’, unlocking on-demand services
The courses that come under the OneNeuron program consist of many live working projects to implement and include Job preparation modules.
AIM Media House ·
The Most Shocking Deepfake Videos
Tools like FakeApp and DeepFaceLab have already made the creation of deepfakes accessible to the masses.
Debolina Biswas ·
Are Flying Cars Even Possible?
Waking up in the morning and opening an app to book vehicles where a car will drop you to a heliport closest to you, riding in the aircraft to reach the closest port from where another car will pick and drop you to your exact destination.
Avi Gopani ·
4 free online courses on metaverse for beginners
Here is a curated list of online courses that will help you understand and navigate the Metaverse better.
Debolina Biswas ·
How to Handle Tabular Data for Deep Learning Using PyTorch Tabular?
PyTorch Tabular is a framework for deep learning using tabular data that aims to make it simple and accessible to both real-world applications and academics. The following are the design principles for the library:
Vijaysinh Lendave ·
A Deep Dive into PyeCharts, A Python Tool For Data Visualization
In the context of analytics, data visualization is critical because it allows users or clients to view large amounts of data and simultaneously extract important insights that can propel the business forward.
Vijaysinh Lendave ·
How to Hide Objects in Images using Large-Mask Inpainting (LaMa)?
The process of rebuilding missing areas of an image so that spectators are unable to discern that these regions have been restored is known as image inpainting.
Vijaysinh Lendave ·
What is Dithering in Image Processing and How it Maintains Image Quality?
quantization errors are unavoidable. we can minimize the quantization error by applying noise, and this intentionally applied form of noise can be considered as dithering
Yugesh Verma ·
NeuSpell: A Neural Net Based Spelling Correction Toolkit
Spell check features, or spell checkers, are software applications that check words against a digital dictionary to ensure they are correctly spelled. Words that are identified as misspelled by the spell checker are usually highlighted or…
Vijaysinh Lendave ·
Jump-start your big data analytics journey with The Goa Institute of Management
Goa Institute of Management’s PGDM-BDA course was ranked among the top PG Programmes in Data Science in India by Analytics India Magazine in 2021.
Debolina Biswas ·
Most Popular NLP Papers Of 2021
Natural Language Processing includes the analysing of data to extract and process meaningful information.
Debolina Biswas ·
Questioning The Future Of Africa’s Digital Sovereignty, Powered By China
Just this quarter, in a quest to attain digital sovereignty, the African government built a state-owned data centre, financed by Huawei.
Avi Gopani ·
Top Executive Shakedowns In Major Tech Firms In 2021
This article dives into the major reshuffling of the top executives that have taken place in big tech firms in 2021
Abhishree Choudhary ·
Top 5 Open Source Indian Projects Of 2021
This article is a deep dive into the most promising open-source projects that have popped up in 2021
Abhishree Choudhary ·