Analytics Vidhya

DECEMBER 4, 2022

Introduction The global financial crisis of 2007 has had a long-lasting effect on the economies of many countries. In the epic financial and economic collapse, many lost their jobs, savings, and much more. When too much risk is restricted to very few players, it is considered as a notable failure of the risk management framework. […]. The post XAI: Accuracy vs Interpretability for Credit-Related Models appeared first on Analytics Vidhya.

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DataRobot Blog

DECEMBER 6, 2022

Savvy data scientists are already applying artificial intelligence and machine learning to accelerate the scope and scale of data-driven decisions in strategic organizations. These data science teams are seeing tremendous results—millions of dollars saved, new customers acquired, and new innovations that create a competitive advantage. Other organizations are just discovering how to apply AI to accelerate experimentation time frames and find the best models to produce results.

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Cassie Kozyrkov

DECEMBER 7, 2022

The Revolutionary New Tool for Conversation Generation Continue reading on HackerNoon.

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DeepMind

DECEMBER 7, 2022

Solving novel problems and setting a new milestone in competitive programming.

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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

DECEMBER 3, 2022

This article was published as a part of the Data Science Blogathon. Introduction From the current trends in technology, a lot is likely to become more sophisticated. One area we will look at is the new technology known as Vyper, which is a programming language for developing apps on the web 3. This type of […]. The post A Guide to Vyper and its Environments appeared first on Analytics Vidhya.

Data Science 356

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Google Research AI blog

DECEMBER 8, 2022

Posted by Alexis Morvan and Trond Andersen, Research Scientists, Google Quantum AI When quantum computers were first proposed, they were hoped to be a way to better understand the quantum world. With a so-called “quantum simulator,” one could engineer a quantum computer to investigate how various quantum phenomena arise, including those that are intractable to simulate with a classical computer.

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DeepMind

DECEMBER 5, 2022

Successful communication and cooperation have been crucial for helping societies advance throughout history. The closed environments of board games can serve as a sandbox for modelling and investigating interaction and communication – and we can learn a lot from playing them. In our recent paper, published today in Nature Communications, we show how artificial agents can use communication to better cooperate in the board game Diplomacy, a vibrant domain in artificial intelligence (AI) research,

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Analytics Vidhya

DECEMBER 4, 2022

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will be seeing MLOps from the dimension of one of the powerful tools that make it easy to implement. These tool help to improve the deployment process for robust machine-learning projects. We will start by briefly seeing MLOps […]. The post Explaining MLOps using MLflow Tool appeared first on Analytics Vidhya.

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Explainability Data Science Machine Learning 355

Explosion

DECEMBER 6, 2022

You can create custom annotation layouts in Prodigy using the annotation widgets that Prodigy provides by using the blocks feature. This video explains how to use this feature by building a custom interface that can manually annotate and transcribe audio.

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Explainability 52

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Business Intelligence

The MLOps Blog

DECEMBER 7, 2022

There’s an old saying in Argentina that goes: “A río revuelto, ganancia de pescadores”. This translates to “ when the rivers are stirred, the fishermen profit ”. 2022 will be remembered as a defining year for the crypto ecosystem. If this will be for good or for bad reasons it is yet to be known, but there’s no doubt that the massive waves caused by the ecosystem’s volatility (including the fall and destruction of both an entire cryptocurrency and arguably the second most important exchange comp

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DeepMind

DECEMBER 5, 2022

Successful communication and cooperation have been crucial for helping societies advance throughout history. The closed environments of board games can serve as a sandbox for modelling and investigating interaction and communication – and we can learn a lot from playing them. In our recent paper, published today in Nature Communications, we show how artificial agents can use communication to better cooperate in the board game Diplomacy, a vibrant domain in artificial intelligence (AI) research,

Artificial Intelligence 57

Artificial Intelligence Artificial Intelligence AI Research AI Researcher 57

Analytics Vidhya

DECEMBER 7, 2022

Introduction Having Technical skills and knowledge is one of the best ways to get a hike in your career path. Keeping this in mind, many working professionals and students have started upskilling themselves. But you need to brush up on your Technical skills periodically to get the latest knowledge. To upskill yourself, and expand your […]. The post Join us for free for upcoming DataHour Sessions appeared first on Analytics Vidhya.

Data Science 351

Data Science Python Artificial Intelligence Artificial Intelligence 351

NYU Center for Data Science

DECEMBER 7, 2022

Understanding the Results of the NLP Community Metasurvey: Interview with CDS Research Scientist Julian Michael Julian Michael, CDS Research Scientist If you’ve ever wondered what those in the NLP community might think about whether language models can understand language, which predictive models are ethical for researchers to build and release, or if there are too many resources being dedicated to scaling up existing machine learning methods, then you’re reading the right blog post.

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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

AI

Google Research AI blog

DECEMBER 7, 2022

Posted by Malaya Jules, Program Manager, Google This week, the premier conference on Empirical Methods in Natural Language Processing (EMNLP 2022) is being held in Abu Dhabi, United Arab Emirates. We are proud to be a Diamond Sponsor of EMNLP 2022, with Google researchers contributing at all levels. This year we are presenting over 50 papers and are actively involved in 10 different workshops and tutorials.

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DeepMind

DECEMBER 5, 2022

Successful communication and cooperation have been crucial for helping societies advance throughout history. The closed environments of board games can serve as a sandbox for modelling and investigating interaction and communication – and we can learn a lot from playing them. In our recent paper, published today in Nature Communications, we show how artificial agents can use communication to better cooperate in the board game Diplomacy, a vibrant domain in artificial intelligence (AI) research,

Artificial Intelligence 57

Artificial Intelligence Artificial Intelligence AI Research AI Researcher 57

Analytics Vidhya

DECEMBER 5, 2022

This article was published as a part of the Data Science Blogathon. Source: [link] Introduction DMS is a service that makes it easy to migrate on-premise databases into the cloud with minimal or no downtime. It can even monitor the changes in the original database and apply them to the new database. DMS supports […]. The post Simplify Data Migration with AWS DMS appeared first on Analytics Vidhya.

Data Science 345

Data Science 345

PyImageSearch

DECEMBER 5, 2022

Table of Contents Automatic Differentiation Part 1: Understanding the Math Introduction Jacobian Chain Rule Mix the Jacobian and Chain Rule Forward and Reverse Accumulations Forward Accumulation Reverse Accumulation Summary References Citation Information Automatic Differentiation Part 1: Understanding the Math In this tutorial, you will learn the math behind automatic differentiation needed for backpropagation.

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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.

Business Intelligence

Google Research AI blog

DECEMBER 7, 2022

Posted by Krishna Giri Narra, Software Engineer, Google, and Chiyuan Zhang, Research Scientist, Google Research Ad technology providers widely use machine learning (ML) models to predict and present users with the most relevant ads, and to measure the effectiveness of those ads. With increasing focus on online privacy, there’s an opportunity to identify ML algorithms that have better privacy-utility trade-offs.

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Bugra Akyildiz

DECEMBER 3, 2022

If you have to read only a paper this week: arxiv.org/pdf/2205.02302… ","username":"bugraa","name":"Bugra Akyildiz","date":"Mon Nov 28 00:04:46 +0000 2022","photos":[],"quoted_tweet":{},"retweet_count":0,"like_count":0,"expanded_url":{},"video_url":null,"belowTheFold":false}"> Bugra Akyildiz @bugraa A good and introductory paper for MLOps: arxiv.org/pdf/2205.02302… 12:04 AM 

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Analytics Vidhya

DECEMBER 4, 2022

This article was published as a part of the Data Science Blogathon. Source: Canva Introduction The real-world data can be very messy and skewed, which can mess up the effectiveness of the predictive model if it is not addressed correctly and in time. The consequences of skewness become more pronounced when a large model is […]. The post Comparison of Text Generations from GPT and GPT-2 appeared first on Analytics Vidhya.

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NLPhilia

DECEMBER 4, 2022

Jonathan Altfeld , the developer of a method of modeling based on his work in Artificial Intelligence and which he calls “GeniusMapping”, did two “taster” sessions with me as the exemplar back in August and September of 2022. He says: Mike may be one of the best people in the world at quelling violent responses in people. He’s developed this skill, and the belief system that enables it, over many years.

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Google Research AI blog

DECEMBER 6, 2022

Posted by Katja Filippova, Research Scientist, and Sebastian Ebert, Software Engineer, Google Research, Brain team Modern machine learning models that learn to solve a task by going through many examples can achieve stellar performance when evaluated on a test set, but sometimes they are right for the “wrong” reasons: they make correct predictions but use information that appears irrelevant to the task.

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How to Learn Machine Learning

DECEMBER 4, 2022

In recent years, artificial intelligence (AI) has made significant advances in its ability to complete various tasks that were once thought to be exclusive to humans. This includes the ability to write code. AI is not yet able to write complex codes as well as a human programmer, but it is becoming increasingly capable of completing this task. Programming a computer with artificial intelligence (Ai) allows it to make decisions on its own.

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Analytics Vidhya

DECEMBER 5, 2022

This article was published as a part of the Data Science Blogathon. Source: [link] Introduction AWS S3 is one of the object storage services offered by Amazon Web Services or AWS. It allows users to store and retrieve files quickly and securely from anywhere. Users can combine S3 with other services to build numerous scalable […]. The post Using AWS S3 with Python boto3 appeared first on Analytics Vidhya.

Python 332

Python Data Science 332

DeepMind

DECEMBER 7, 2022

Solving novel problems and setting a new milestone in competitive programming.

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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.

Generative AI

Machine Learning Research at Apple

DECEMBER 6, 2022

Optimal transport (OT) theory describes general principles to define and select, among many possible choices, the most efficient way to map a probability measure onto another. That theory has been mostly used to estimate, given a pair of source and target probability measures , a parameterized map that can efficiently map onto. In many applications, such as predicting cell responses to treatments, the data measures (features of untreated/treated cells) that define optimal transport problems do n

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Explosion

DECEMBER 4, 2022

This additional text was labeled by the same coding team using Prodigy, [.] a flexible user interface tool built on top of spaCy, a leading open source library in python for natural language processing. We created a spaCy end‐to‐end project workflow including package versioning, data pre‐processing, data ingestion into a database, annotation sessions using Prodigy’s user interface, model training, model evaluation, python packaging, and visual app for testing the model.

Data Science 40

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OpenAI

DECEMBER 8, 2022

Christian Gibson is an engineer on the Supercomputing team at OpenAI.

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