Fri.Mar 17, 2023

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Multi-label NLP: An Analysis of Class Imbalance and Loss Function Approaches

KDnuggets

In this comprehensive article, we have demonstrated that a seemingly simple task of multi-label text classification can be challenging when traditional methods are applied. We have proposed the use of distribution-balancing loss functions to tackle the issue of class imbalance.

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Find Out How AI & ML Can Help HR Automation

Analytics Vidhya

Introduction Machine learning has changed the way businesses plan, work and breathe! It’s been here for quite some time now, and the estimated boost in productivity with its implementation has already touched 54%. While it ostensibly risks many jobs, it is here to give. Machine learning and automation are helping industries (healthcare, logistics, and more) […] The post Find Out How AI & ML Can Help HR Automation appeared first on Analytics Vidhya.

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Top Machine Learning Papers to Read in 2023

KDnuggets

These curated papers would step up your machine-learning knowledge.

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Upcoming DataHour Sessions to Watch Out For

Analytics Vidhya

Introduction Welcome to the world of DataHour sessions, a series of informative and interactive webinars designed to empower individuals looking to build a career in the data-tech industry. These sessions cover a wide range of topics, from people analytics and conversational intelligence to deep learning and time series forecasting. Aspiring individuals, students, freshers, current professionals […] The post Upcoming DataHour Sessions to Watch Out For appeared first on Analytics Vidhya.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Video Highlights: GPT-4 Developer Livestream

insideBIGDATA

Here is Greg Brockman, President and Co-Founder of OpenAI, for a March 14, 2023 developer demo showcasing GPT-4 and some of its capabilities/limitations. Included are a number of very compelling new use case capabilities over the previous GPT-3.5 version.

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Maximize your research potential: Top 20 research tools you need to know

Data Science Dojo

In today’s digital age, with a plethora of tools available at our fingertips, researchers can now collect and analyze data with greater ease and efficiency. These research tools not only save time but also provide more accurate and reliable results. In this blog post, we will explore some of the essential research tools that every researcher should have in their toolkit.

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Production-Ready and Resilient Disaster Recovery for DLT Pipelines

databricks

Disaster recovery is a standard requirement for many production systems, especially in the regulated industries. As many companies rely on data to make.

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Eight Graphs that Explain Software Engineering Salaries in 2023

Flipboard

Every year, online job search firms collect data about the salaries, skills, and overall job market for tech professionals, generally focusing on software engineers The numbers from job search firms Dice and Hired have been released. These 2022 numbers have been eagerly anticipated, given the turmoil generated by a spate of tech layoffs in latter part of the year that Dice estimates at more than 140,000.

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Transparency, visibility, data: Optimizing the Manufacturing Supply Chain with a Semantic Lakehouse

databricks

This is a collaborative post from Databricks, Tredence, and AtScale. Over the last three years, demand imbalances and supply chain swings have amplified.

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‘We are a little bit scared’: OpenAI CEO warns of risks of artificial intelligence

Flipboard

Sam Altman, CEO of OpenAI, the company that developed the controversial consumer-facing artificial intelligence application ChatGPT, has warned that the technology comes with real dangers as it reshapes society.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Mastering the art of storage automation for your enterprise

Dataconomy

Storage automation involves utilizing software and tools to automate storage tasks, which results in decreased manual labor and improved efficiency. In today’s era of data-driven business, managing storage infrastructure can be a complex and time-consuming process.

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How to navigate today’s conversational AI and text generative landscape

Flipboard

OpenAI’s revolutionary chatbot ChatGPT has been all over the news in recent months, triggering technology giants such as Google and Baidu to accelerate their AI roadmaps.

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Godot Arrives in the Epic Games Store

Hacker News

We are honored to announce that Epic Games is offering Godot Engine a place on Epic Game's own digital distribution platform, the Epic Games Store.

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Video Friday: Resilient Bugbots

Flipboard

Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. Robotics Summit & Expo : 10–11 May 2023, BOSTON ICRA 2023 : 29 May–2 June 2023, LONDON RoboCup 2023 : 4–10 July 2023, BORDEAUX, FRANCE RSS 2023 : 10–14 July 2023, DAEGU, KOREA IEEE RO-MAN 2023 : 28–31 August 2023, BUSAN, KOREA CLAWAR 2023 : 2–4 Octobe

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Designing great AI products?—?Personality and emotion

Becoming Human

Designing great AI products — Personality and emotion The following post is an excerpt from my book ‘Designing Human-Centric AI Experiences’ on applied UX design for Artificial intelligence. — Photo by Jason Leung on Unsplash We tend to anthropomorphize AI systems, i.e., we impute them with human-like qualities. Consumer demand for personality in AI dates back many decades in Hollywood and the video game industry ¹.

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UBS in talks to acquire Credit Suisse

Hacker News

Swiss authorities press for merger to stem crisis of confidence in country’s banking sector

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The Ethics of AI: How Can We Ensure its Responsible Use?

Becoming Human

As artificial intelligence (AI) continues to advance and become more pervasive in our daily lives, it is crucial that we consider the ethical implications of its use. AI has the potential to transform industries, improve our quality of life, and solve some of the world’s most pressing problems. However, we must ensure that AI is developed and used responsibly to avoid unintended consequences that could harm individuals or society as a whole.

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AI is changing how people interact with technology, and Apple is lagging behind with Siri

Flipboard

Artificial intelligence has been with us for years, even in the little things like identifying the faces in a picture to the recommendations we see in our favorite apps. But more recently, we’ve seen new types of AI capable of doing things unimaginable years ago.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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AI-Based Voice Assistance Capabilities

Becoming Human

Think of software as a self-sustaining unit capable of connecting seamlessly with the human mind, and your first thought is the virtual assistant. Voice command devices are the most prevailing breakthrough in Artificial Intelligence. This technology relies on location awareness and user input. To provide meaningful insights in response to queries, virtual assistants often depend on digital data pertaining to traffic congestion, user schedules, retail prices, stock prices, weather conditions, and

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This Affordable Device Will Let Anyone Connect Their Brain to a Computer

Flipboard

PiEEG aims to let people control robots and computers with their minds, using a Raspberry Pi. Ildar Rakhmatulin is no stranger to using affordable Raspberry Pi devices for innovative projects.

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AI and Art: How Artists are Using Artificial Intelligence to Create New Forms of Art?

Becoming Human

AI and Art Artificial Intelligence (AI) has transformed the way we live, work, and communicate, and it is now playing a significant role in the art world. Artists are increasingly exploring the creative potential of AI, using it to generate new forms of art that blur the boundaries between human and machine-generated art. In this article, we explore how AI is changing the world of art and the impact it is having on artists and their work.

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Here's what the latest version of ChatGPT gets right — and wrong

Flipboard

Open AI released a new version of ChatGPT this week. It claims GPT-4 is more powerful than ever, and could even do your taxes. But a quick test drive revealed some problems. ARI SHAPIRO, HOST: It's been a busy week in the world of artificial intelligence.

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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Can Komo AI be the alternative to Bing?

Dataconomy

Komo AI has started to gain traction due to its many useful features. A chatbot, social search, and conventional search are all available through Komo AI. So the question is, can it be an alternative to Bing AI ? The rise of AI search engines continues! Generative AI has been changing our habits in various areas of our lives for some time now, including our online searches.

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Will ChatGPT take my job? It could, says UAE expert

Flipboard

Educators are using artificial intelligence (AI) in classrooms to improve learning process A Dubai professor shared an alarming experiment he …

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Mastering the art of storage automation for your enterprise

Dataconomy

Storage automation involves utilizing software and tools to automate storage tasks, which results in decreased manual labor and improved efficiency. In today’s era of data-driven business, managing storage infrastructure can be a complex and time-consuming process. With the growing volume and complexity of data, manual storage management tasks are becoming increasingly challenging, which can lead to inefficiencies, errors, and increased costs.

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ChatGPT's effect on the future of dating

Flipboard

Recent artificial intelligence, like OpenAI’s chatbot ChatGPT, is now being used in the online dating world. NBC’s Gadi Schwartz tries this software and takes a look at the tool’s ability to be an effective wingman.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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Can Komo AI be the alternative to Bing?

Dataconomy

Komo AI has started to gain traction due to its many useful features. A chatbot, social search, and conventional search are all available through Komo AI. So the question is, can it be an alternative to Bing AI ? The rise of AI search engines continues! Generative AI has been changing our habits in various areas of our lives for some time now, including our online searches.

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Chinese AI News Anchor Works 24 Hours a Day, 365 Days a Year

Flipboard

China has revealed its latest digital news anchor, an artificial intelligence (AI) powered “woman” that delivers news 24 hours a day, 365 days a year.

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How to Create a Healthcare Chatbot Using NLP

Chatbots Life

Ever since its conception, chatbots have been leveraged by industries across the globe to serve a wide variety of use cases. From enabling simple conversations to handling helpdesk support to facilitating purchases, chatbots have come a long way. If you were to put it in numbers, research shows that a whopping 1.4 billion people use chatbots today. Without question, the chatbot presence in the healthcare industry has been booming.

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OpenAI’s GPT Is Helping Turn Text Into Custom Metaverse Worlds - Decrypt

Flipboard

Artificial intelligence is dominating tech headlines lately thanks to OpenAI’s advancing GPT models and competitors, and such models can generate …

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.