Sat.Feb 11, 2023 - Fri.Feb 17, 2023

article thumbnail

Video Highlights: Attention Is All You Need – Paper Explained

insideBIGDATA

In this video presentation, Mohammad Namvarpour presents a comprehensive study on Ashish Vaswani and his coauthors' renowned paper, “Attention Is All You Need.” This paper is a major turning point in deep learning research. The transformer architecture, which was introduced in this paper, is now used in a variety of state-of-the-art models in natural language processing and beyond.

article thumbnail

Docker for Data Science Cheat Sheet

KDnuggets

Docker is dependency management on steroids, helping to ensure both reproducibility and collaboration, making it an important tool for data science. Our latest cheat sheet serves as a handy Docker reference. Check it out now!

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Using Activation Functions in Deep Learning Models

Machine Learning Mastery

A deep learning model in its simplest form are layers of perceptrons connected in tandem. Without any activation functions, they are just matrix multiplications with limited power, regardless how many of them. Activation is the magic why neural network can be an approximation to a wide variety of non-linear function. In PyTorch, there are many […] The post Using Activation Functions in Deep Learning Models appeared first on MachineLearningMastery.com.

article thumbnail

Role of Artificial Intelligence in Smart Meters

Analytics Vidhya

Introduction Global transformations are taking place to get the most out of the data because of the widespread deployment of smart meters, which present more than 16 million in the United Kingdom. Aim of researchers and utilities are Timely and accurate billing, a better understanding of home energy use, easing the transition to renewable energy […] The post Role of Artificial Intelligence in Smart Meters appeared first on Analytics Vidhya.

article thumbnail

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.

article thumbnail

insideBIGDATA Latest News – 2/13/2023

insideBIGDATA

In this regular column, we’ll bring you all the latest industry news centered around our main topics of focus: big data, data science, machine learning, AI, and deep learning. Our industry is constantly accelerating with new products and services being announced everyday. Fortunately, we’re in close touch with vendors from this vast ecosystem, so we’re in a unique position to inform you about all that’s new and exciting.

More Trending

article thumbnail

The Last Domino, Low-Code Data Science Falls In Line

Adrian Bridgwater for Forbes

By delivering a common platform with access to low-code and professional-grade tools, Domino says it is removing additional barriers to writing code and further breaking down the myth that coding isn’t accessible by enough people to be a requirement in a large data science organization.

article thumbnail

‘I want to destroy whatever I want’: Bing’s AI chatbot unsettles US reporter

Flipboard

In the race to perfect the first major artificial intelligence-powered search engine, concerns over accuracy and the proliferation of misinformation have so far taken centre stage.

article thumbnail

How AIOps Can Keep Your Organization Up and Running

insideBIGDATA

In this special guest feature, George Thangadurai, CEO, HEAL Software Inc., believes that if your IT team is ready to make the switch to an AIOps solution, it is important to understand what capabilities are available. The article includes four key capabilities you will want to be sure your software includes.

Big Data 397
article thumbnail

Why Data Scientists Expect Flawed Advice From Google Bard

KDnuggets

First reported by Reuters, Bard returned an inaccurate response, leading to a drop in Alphabet’s (GOOGL) stock price by as much as 9% on the day of the demonstration. For many in the data community, this did not come as a surprise; here’s why.

article thumbnail

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.

article thumbnail

Z-Library Returns on the Clearnet in Full Hydra-Mode

Hacker News

By providing free access to millions of books, Z-Library became the go-to site for many readers in recent years. Z-Library’s very existence was put to the test last November when U.S. law enforcement seized over 200 domain names connected to the site. Two alleged Z-Library operators from Russia were arrested in Argentina as part of a criminal investigation.

181
181
article thumbnail

Most of us are still worried about AI — but will corporate America listen?

Flipboard

Do we need a mandatory screening of the Terminator series in corporate boardrooms? Because new research shows that Americans are concerned about the pace that artificial intelligence is evolving these days. Alexa, play Terminator 2: Judgment Day. Who are they? AI bots.

article thumbnail

Google Research, 2022 & beyond: Robotics

Google Research AI blog

Posted by Kendra Byrne, Senior Product Manager, and Jie Tan, Staff Research Scientist, Robotics at Google (This is Part 6 in our series of posts covering different topical areas of research at Google. You can find other posts in the series here.) Within our lifetimes, we will see robotic technologies that can help with everyday activities, enhancing human productivity and quality of life.

Algorithm 139
article thumbnail

5 Genuinely Useful Bash Scripts for Data Science

KDnuggets

In this article, we are going to take a look at five different data science-related scripting-friendly tasks, where we should see how flexible and useful Bash can be.

article thumbnail

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

article thumbnail

Atlassian says recent data leak stems from third-party vendor hack

Hacker News

Atlassian has confirmed that a breach at a third-party vendor caused a recent leak of company data and that their network and customer information is secure. [.

181
181
article thumbnail

Outsmart ChatGPT: 8 Tips for Creating Assignments It Can't Do

Flipboard

Since the latest version of ChatGPT emerged late last year, educators have been puzzling over how to reconcile traditional writing instruction with …

article thumbnail

The Surprising Benefits of Data Analytics for Furniture Stores

Smart Data Collective

Data analytics technology has played a huge role in the future of small businesses. One study from March 2020 showed that 67% of small businesses spend over $10,000 a year on data analytics. Of course, this statistic predates the pandemic. Many businesses have since invested even more in their data analytics infrastructure, since they have relied more heavily on digital technology in a post-pandemic world.

Analytics 115
article thumbnail

Learn MLOps From These GitHub Repositories

KDnuggets

Kickstart your MLOps career with these curated GitHub repositories.

395
395
article thumbnail

Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

article thumbnail

GSK was warned repeatedly about Zantac impurity but played down risks: Bloomberg

Hacker News

GSK was warned repeatedly about Zantac impurity but played down risks: Bloomberg esagonowsky Wed, 02/15/2023 - 09:02

172
172
article thumbnail

Roblox wants to let people to build virtual worlds just by typing

Flipboard

AI chatbots can spit out convincing — if at times overconfident — natural language responses, but what if an AI could build custom virtual worlds based on a text description alone?

AI 159
article thumbnail

Big Data is Changing the Student Financial Aid Process

Smart Data Collective

Over the last few years, the demand for student loans and financial aid has significantly increased as many employers are now dismissing applicants who are without college educations. While this was always the case for certain niches in the past, it’s becoming an increasingly popular practice even among retail and part-time positions that usually don’t have such harsh restrictions on their employees.

Big Data 115
article thumbnail

Hypothesis Testing in Data Science

KDnuggets

Defining a hypothesis allows you to collect data effectively and determine whether it provides enough evidence to support your hypothesis.

article thumbnail

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.

article thumbnail

The 83b Election

Hacker News

First and foremost, this is not tax advice. I am not a tax advisor and you should never take anything you read here as tax advice. If you read something here that makes you think you should take some tax-related action, please always consult your tax advisor. With that disclosure out of the way, I would like to talk about 83b elections. An 83b election is a choice a taxpayer can make to pay the taxes in full at the time of the grant of an asset that vests over time and would otherwise be taxed a

139
139
article thumbnail

ChatGPT and more: What AI chatbots mean for the future of cybersecurity

Flipboard

OpenAI's chatbot has many great uses - but as with any new technology, there are people out there who will look to exploit it in ways that could …

AI 179
article thumbnail

Machine Learning Helps Social Media Marketers Earn Higher ROIs

Smart Data Collective

We have talked extensively about some of the changes machine learning has introduced to the marketing profession. According to one analysis, companies that used machine learning in their marketing strategies boosted sales by up to 50%. There are a number of ways that companies can boost their marketing strategies with machine learning technology. One of the biggest benefits involves using machine learning to improve the performance of their social media marketing strategies.

article thumbnail

7 AI-Powered Tools to Enhance Productivity for Data Scientists

KDnuggets

Discover how AI-Powered Tools like DataRobot, H20.ai, Big Panda, HuggingFace can enhance your Productivity as a Data Scientist.

article thumbnail

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.