Analytics Vidhya
NOVEMBER 22, 2022
This article was published as a part of the Data Science Blogathon. Source: Arxiv|Search Engine Journal Introduction As it is common knowledge that natural language processing is one of the most popular and competitive in the current global IT sector. All of the top organizations and budding startups are on the lookout for candidates with […].
AI Impacts
NOVEMBER 23, 2022
Jeffrey Heninger, 22 November 2022 AI Impacts is a research group with seven employees. From Oct 31 - Nov 3, we had a work retreat. We decided to try using Manifold Markets to help us plan social events in the evenings. Here are some notes from this experiment. Structure of the Experiment Katja created a group on Manifold Markets for AI Impacts, and an initial collection of markets.
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AssemblyAI
NOVEMBER 21, 2022
At the bedrock of the Deep Learning that powers incredible technologies like text-to-image models lies matrix multiplication. Regardless of the specific architecture employed, (nearly) every Neural Network relies on efficient matrix multiplication to learn and infer. Finding efficient and fast matrix multiplication algorithms is therefore paramount given that they will supercharge every neural network, potentially allowing us to run models prohibited by our current hardware limitations.
Cassie Kozyrkov
NOVEMBER 22, 2022
Battling an embarrassing new alchemy for the digital era Continue reading on Towards Data Science »
Speaker: David Warren and Kevin O’Neill Stoll
Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng
Analytics Vidhya
NOVEMBER 23, 2022
This article was published as a part of the Data Science Blogathon. Introduction Artificial intelligence (AI) is the most dynamic stream in the world. Humans have always been curious about their abilities to predict, understand, act, and make decisions. Now, we can learn everything about it and create intelligent entities with this universal field of […].
Artificial Intelligence Zone brings together the best content for AI and ML professionals from the widest variety of thought leaders.
DeepMind
NOVEMBER 22, 2022
Most artificial intelligence (AI) researchers now believe that writing computer code which can capture the nuances of situated interactions is impossible. Alternatively, modern machine learning (ML) researchers have focused on learning about these types of interactions from data. To explore these learning-based approaches and quickly build agents that can make sense of human instructions and safely perform actions in open-ended conditions, we created a research framework within a video game envi
NVIDIA Developer
NOVEMBER 25, 2022
DIRECTX 12 ULTIMATE DirectX 12 Ultimate 是 Microsoft 的最新图形 API，整合了 NVIDIA RTX 的创新技术，这些技术于 2018 年首次推出，是新一代实时图形的跨平台标准。它提供用于光线追踪、可变速率着色、网格着色、采样器反馈等的 API，让开发者能够将影院级反射、阴影和照明技术用于游戏和实时应用。借助 DirectX 12 Agility SDK ，开发者可在 2019 年 11 月及更新版本的 Windows 10 上立即获得新推出的光线追踪技术和图形 API。 光线追踪 实时光线追踪，可利用 NVIDIA RTX RT Core 实现逼真的反射、照明和阴影。 网格着色 将顶点和原始处理相结合的新型着色器，提高了几何管线的灵活性和性能。
Analytics Vidhya
NOVEMBER 21, 2022
This article was published as a part of the Data Science Blogathon. Introduction Currently, most businesses and big-scale companies are generating and storing a large amount of data in their data storage. Many companies are there which are completely data-driven. Businesses and companies are using data to get some insights about the progress and future […].
Bugra Akyildiz
NOVEMBER 24, 2022
If you are looking for something to do in US for the long weekend, you may want to check out the Pen and Paper Exercises for ML: arxiv.org/pdf/2206.13446… nnA number of problems in ML and their solutions. Its latex code is also available in GitHub: ","username":"bugraa","name":"Bugra Akyildiz","date":"Thu Nov 24 21:19:43 +0000 2022","photos":[],"quoted_tweet":{},"retweet_count":0,"like_count":0,"expande
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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?
DeepMind
NOVEMBER 24, 2022
NeurIPS is the world’s largest conference in artificial intelligence (AI) and machine learning (ML), and we’re proud to support the event as Diamond sponsors, helping foster the exchange of research advances in the AI and ML community. Teams from across DeepMind are presenting 47 papers, including 35 external collaborations in virtual panels and poster sessions.
Dlabs.ai
NOVEMBER 23, 2022
One of the hottest times of the year has arrived, and we’re not talking about the temperature at all. It’s all because of shopping fever due to Black Friday and Cyber Monday. People are all going crazy to hunt down the best bargains and spend money. As always, we’re here to help you. That’s why we’ve prepared a list of great AI deals for Black Friday and Cyber Monday.
Analytics Vidhya
NOVEMBER 23, 2022
This article was published as a part of the Data Science Blogathon. Source: [link] Introduction The AWS Command Line Interface (CLI) is a centralized management tool for managing AWS services. Through CLI, users can control services manually or automate them with powerful scripts. With this one tool, it can handle multiple AWS services from the […].
NYU Center for Data Science
NOVEMBER 23, 2022
The model’s datasets are currently the largest publicly available for studying dementia CDS PhD student, Sheng Liu Alzheimer’s is the most prevalent form of dementia, and early diagnosis of the disease is essential to clinical trials and necessary treatments. A new study “Generalizable deep learning model for early Alzheimer’s disease detection from structural MRIs ” by CDS researchers has developed a new approach to the early detection of Alzheimer’s using 3D deep convolutional neural networks.
Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.
The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven
DeepMind
NOVEMBER 24, 2022
NeurIPS is the world’s largest conference in artificial intelligence (AI) and machine learning (ML), and we’re proud to support the event as Diamond sponsors, helping foster the exchange of research advances in the AI and ML community. Teams from across DeepMind are presenting 47 papers, including 35 external collaborations in virtual panels and poster sessions.
Bugra Akyildiz
NOVEMBER 20, 2022
If you have to read one article this week: netflixtechblog.com/for-your-eyes-… nnA learned "deep downscaler" is performing much better than existing downscaling appraoches.","username":"bugraa","name":"Bugra Akyildiz","date":"Sun Nov 20 02:20:25 +0000 2022","photos":[],"quoted_tweet":{},"retweet_count":1,"like_count":3,"expanded_url":{},"video_url":null,"belowTheFold":false}"
Analytics Vidhya
NOVEMBER 23, 2022
This article was published as a part of the Data Science Blogathon. Introduction Data lineage is the process of analyzing the path of the data and how it is involved in different methods with time. Many businesses and companies use it to get an idea of the source, data pathway, and how the data is […]. The post Data Lineage: Case Studies of Data-Driven Businesses appeared first on Analytics Vidhya.
Explosion
NOVEMBER 23, 2022
We are happy to introduce support for Metal Performance Shaders in Thinc PyTorch layers. This makes it possible to run spaCy transformer-based pipelines on GPU on Apple Silicon Macs and improves inference speed up to 4.7 times.
Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin
As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.
DeepMind
NOVEMBER 22, 2022
Most artificial intelligence (AI) researchers now believe that writing computer code which can capture the nuances of situated interactions is impossible. Alternatively, modern machine learning (ML) researchers have focused on learning about these types of interactions from data. To explore these learning-based approaches and quickly build agents that can make sense of human instructions and safely perform actions in open-ended conditions, we created a research framework within a video game envi
Julien Simon
NOVEMBER 21, 2022
In this video, I show you how to accelerate Transformer inference with Optimum, an open-source library by Hugging Face, and Better Transformer, a PyTorch extension available since PyTorch 1.12. [link] Using an AWS instance equipped with an NVIDIA V100 GPU, I start from a couple of models that I previously fine-tuned: a DistilBERT model for text classification and a Vision Transformer model for image classification.
Analytics Vidhya
NOVEMBER 19, 2022
This article was published as a part of the Data Science Blogathon. Introduction The rate of data expansion in this decade is rapid. The requirement to process and store these data has also become problematic. Today, data controls a significant portion of our lives as consumers due to advancements in wireless connectivity, processing power, and […].
DataRobot Blog
NOVEMBER 22, 2022
What does Diversity, Equity, and Inclusion (DEI) mean at DataRobot ? On November 17, 2021, a group of passionate and dedicated DataRobot employees came together to answer that question by listening to experiences, talking through problems, and brainstorming on potential solutions. Our ground rules were simple: keep an open and flexible mind; assume positive intent; and be a safe and confidential space for people to be vulnerable and share authentically.
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DeepMind
NOVEMBER 22, 2022
Most artificial intelligence (AI) researchers now believe that writing computer code which can capture the nuances of situated interactions is impossible. Alternatively, modern machine learning (ML) researchers have focused on learning about these types of interactions from data. To explore these learning-based approaches and quickly build agents that can make sense of human instructions and safely perform actions in open-ended conditions, we created a research framework within a video game envi
Analytics Vidhya
NOVEMBER 23, 2022
This article was published as a part of the Data Science Blogathon. Introduction Web apps are the apps through which you can showcase your solution or approach to the public at a mass level. Creating the model is not enough until it’s in use by people. When it comes to delivering the solution then, everyone […]. The post Build AI Web App using Azure Cognitive Services appeared first on Analytics Vidhya.
Analytics Vidhya
NOVEMBER 23, 2022
This article was published as a part of the Data Science Blogathon. Source: totaljobs.com Introduction TensorFlow is one of the most promising deep learning frameworks for developing cutting-edge deep learning solutions. Given the popularity and extensive usage of TensorFlow in the industry to automate processes and create new tools, it is imperative to have a […].
Analytics Vidhya
NOVEMBER 25, 2022
This article was published as a part of the Data Science Blogathon. Source:pixabay.com Introduction State-of-the-art machine learning models and artificially intelligent machines are made of complex processes like adjusting hyperparameters and choosing models that provide better accuracy and the metrics that govern this behavior. To achieve this result manually, many experiments using a lot of […].
Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage
When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.
Analytics Vidhya
NOVEMBER 22, 2022
This article was published as a part of the Data Science Blogathon. Introduction Viruses are well-known etiological agents to cause a broad spectrum of diseases in humans, animals, and plants. In the last few decades, viral infections have emerged and have been responsible for life-threatening to humankind and the worldwide economy. As evident by historical […].
Analytics Vidhya
NOVEMBER 19, 2022
This article was published as a part of the Data Science Blogathon. Introduction With the growing social media culture and trends, the amount of data produced daily is increasing drastically. To handle this massive amount of data efficiently, Teradata is becoming an asset to firms. Teradata is ruling over firms, having a large volume of […]. The post Understanding the Concepts of Teradata appeared first on Analytics Vidhya.
Analytics Vidhya
NOVEMBER 22, 2022
Introduction Do you know that almost 2.5 Quintillion bytes of data are generated daily, and much more data is yet to be explored? Data Science is no more talk of the Future; it’s the present. So enhancing your knowledge in data science and related topics is the Smartest Decision. Data Science helps big businesses in […]. The post List of Upcoming DataHour Session(s) appeared first on Analytics Vidhya.
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