Deep Tech
Reporting, analysis and features from AIM's Deep Tech section.
Key announcements from NVIDIA at ISC 2022
Venado will be the first system in the US to feature a mix of Grace CPU Superchip nodes and Grace Hopper Superchip nodes.
Zinnia Banerjee ·
Accelerate Python* for data science and machine learning with oneAPI AI Analytics Toolkit
Intel®'s accelerated Python* packages enable scientists to take advantage of the productivity of Python while taking advantage of the ever-increasing performance of modern hardware.
Amit Naik ·
A hands-on guide to Neural Neighbor Style Transfer
Neural Style Transfer is a type of algorithm that stylizes the digital image or video by adopting the visual style from another image.
waqqas.Ansari ·
A guide to GluonNLP: Deep Learning framework for NLP
GluonNLP is a Natural language processing Deep learning-based toolkit. This toolkit includes cutting-edge pre-trained models, training scripts, and training logs to help with rapid prototyping and reproducible research.
Vijaysinh Lendave ·
As investments pour in, World Economic Forum brings out first quantum computing guidelines
WEF said that the governance principles are grouped into nine themes and fall under a set of seven core values.
Sreejani Bhattacharyya ·
A Guide to Parallel and Distributed Deep Learning for Beginners
Due to the large size and computational complexities of the models and data, the performance of networks is reduced. Parallel and distributed deep learning approaches can be helpful in improving the performance.
Yugesh Verma ·
A Beginner’s Guide to Text Classification using BERT Features
Basawanyya Hiremath ·
A Beginner’s Guide to Sequential Recommendation Systems
Basawanyya Hiremath ·
Complete Guide to SHAP - SHAPley Additive exPlanations for Practitioners
SHAP or SHAPley Additive exPlanations is a visualization tool that can be used for explaining the prediction of any model by computing the contribution of each feature to the prediction
Yugesh Verma ·
A Guide to Omnizart: A General Toolbox for Automatic Music Transcription
The activity of notating, reproducing, or otherwise memorizing existing pieces of music is known as music transcription. Music transcription includes melodies, chords, basslines, entire orchestral arrangements, and other aspects.
Vijaysinh Lendave ·
An Illustrative Guide to Multimodal Recommendation System
Basawanyya Hiremath ·
6 AI and ML conferences that you cannot miss in 2022
Analytics India Magazine has created a list of top AI and machine learning (ML) events that you should not miss in 2022.
Debolina Biswas ·
All You Need to Know About Guided Image Filtering
Basawanyya Hiremath ·
An Introductory Guide to MetaFormers in Computer Vision
We can think of MetaFormer as the transformer/MLP-like model where the token mixer module is not defined and replaces the token mixer with attention or spatial MLP
Yugesh Verma ·
Hands-On Guide to Hugging Face PerceiverIO for Text Classification
A perceiver is a transformer that can handle non-textual data like images, sounds, and video, as well as spatial data.
Vijaysinh Lendave ·
‘uHack Sentiments 2.0: Decode Code Words’ — The Data Science Hiring Hackathon By Ugam
Participate in this exclusive hackathon and stand a chance to get hired by a leading analytics and technology service company — Ugam, a Merkle company — and win exciting cash prizes.
Amit Naik ·
Council Post: A Guide To Analytics-Based Crisis Management For Leaders
inmitra ·
The One-Stop Guide To The Top AI Governance Guidelines & Researches
The Singapore Government has published a Model for AI Governance Principles that aims to increase trust in AI.
Avi Gopani ·
A Guide to Term-Document Matrix with Its Implementation in R and Python
For text data, the term-document matrix is a kind of representation that helps in converting text data into mathematical matrices
Yugesh Verma ·
The two papers awarded under Benchmarks & Datasets track at NeurIPS 2021
One of the highlights of NeurIPS 2021 was the introduction of a new award category – Dataset and Benchmark track.
sohini.das ·