Thu.Feb 22, 2024

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Building End-to-End Generative AI Models with AWS Bedrock

Analytics Vidhya

Introduction In the past, Generative AI has captured the market, and as a result, we now have various models with different applications. The evaluation of Gen AI began with the Transformer architecture, and this strategy has since been adopted in other fields. Let’s take an example. As we know, we are currently using the VIT […] The post Building End-to-End Generative AI Models with AWS Bedrock appeared first on Analytics Vidhya.

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7 Free Kaggle Micro-Courses for Data Science Beginners

KDnuggets

Interested in learning data science? Check out these free micro-courses from Kaggle to learn essential data science skills.

professionals

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Reliance Hanooman: India’s ChatGPT-Style AI Model Set to Launch in March

Analytics Vidhya

India’s AI landscape is on the brink of a transformation as Reliance Industries, led by Mukesh Ambani, gears up to launch its revolutionary AI model named Hanooman. Developed in collaboration with top engineering schools, including Indian Institute of Technology (IIT) universities, Hanooman promises to usher in a new era of AI interaction in India, particularly […] The post Reliance Hanooman: India’s ChatGPT-Style AI Model Set to Launch in March appeared first on Analytics Vidh

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Heard on the Street – 2/22/2024

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

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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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30+ MCQs on Python Inheritance and Polymorphism

Analytics Vidhya

Welcome to the Python Inheritance and Polymorphism MCQs! Inheritance is a key concept in object-oriented programming that allows a new class to inherit attributes and methods from an existing class. Polymorphism, on the other hand, refers to the ability of a method to behave differently based on the object it is called on. These questions […] The post 30+ MCQs on Python Inheritance and Polymorphism appeared first on Analytics Vidhya.

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Strengthening Cyber Resilience through Efficient Data Management: A Response to M-21-31

databricks

In today's environment, proactive cybersecurity is crucial to any public sector agency. For many organizations, log data that security professionals need for effective.

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Leveraging ANOVA and Kruskal-Wallis Tests to Analyze the Impact of the Great Recession on Housing Prices

Machine Learning Mastery

In the world of real estate, numerous factors influence property prices. The economy, market demand, location, and even the year a property is sold can play significant roles. The years 2007 to 2009 marked a tumultuous time for the US housing market. This period, often referred to as the Great Recession, saw a drastic decline […] The post Leveraging ANOVA and Kruskal-Wallis Tests to Analyze the Impact of the Great Recession on Housing Prices appeared first on MachineLearningMastery.com.

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5 Airflow Alternatives for Data Orchestration

KDnuggets

Top list of open-source tools for building and managing workflows.

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Change Healthcare becomes new victim of 2024 cyber attacks

Dataconomy

The healthcare technology sector has been rocked by a significant disruption: The Change Healthcare cyber attack 2024 has knocked critical systems offline. Change Healthcare, a major healthcare IT provider, confirmed the attack, citing a “cyber security issue.” Services have been severely impacted as the company disconnected systems to contain the threat.

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Stable Diffusion 3

Hacker News

Announcing Stable Diffusion 3 in early preview, our most capable text-to-image model with greatly improved performance in multi-subject prompts, image quality, and spelling abilities.

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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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Global costs of cyber attacks in 2024 and the future

Dataconomy

Rising in frequency and complexity, cyber intrusions present substantial risks to various sectors, including corporations, governmental entities, and private individuals. The financial toll of such incidents escalated dramatically in 2023, reaching an estimated global cost of 8 trillion USD, encompassing data breaches and hostile account seizures. Projections from Cybersecurity Ventures anticipate a further uptick to 9.5 trillion USD this year.

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The Fed Is Behind the Capital One/Discover Merger

Hacker News

In 2010, Congress capped fees for debit card networks so merchants don't get gouged by Visa and Mastercard. But the Fed stuck in a loophole for Discover. And that is leading Capital One to buy it.

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iMessage is now quantum-proof thanks to Apple PQ3 protocol

Dataconomy

The tech giant has revealed its new Apple PQ3 protocol for iMessage, a proactive response to the looming threat of quantum computing. Traditional encryption methods, which protect vast amounts of online data, are vulnerable to the incredible power of future quantum computers. Apple PQ3 protocol dramatically redefines iMessage security with cutting-edge technologies designed to withstand these advanced attacks, ensuring your conversations remain private even as technology evolves.

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Profiteering Hampers U.S. Grid Expansion

Hacker News

The United States is not building enough transmission lines to connect regional power networks. The deficit is driving up electricity prices, reducing grid reliability, and hobbling renewable energy deployment. At the heart of the problem are utility companies that refuse to pursue interregional transmission projects, and sometimes even impede them, because new projects threaten their profits and disrupt their industry alliances.

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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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Toolify review: The popular AI tools directory

Dataconomy

Toolify is the largest AI tools directory and marketplace, featuring over 9900 AI-powered tools across 233 categories. It aims to be the definitive resource for discovering and evaluating the top emerging AI tools across a diverse range of functions. AI tool categories on Toolify Toolify houses a diverse range of AI tools organized into over 200 categories covering a wide spectrum of capabilities. ( Image credit ) Some of the major categories and popular use cases include: 1.

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Not Again! Two More Cases, Just this Week, of Hallucinated Citations in Court Filings Leading to Sanctions

Hacker News

For all the discussion of how generative AI will impact the legal profession, maybe one answer is that it will weed out the lazy and incompetent lawyers. By now, in the wake of several cases in which lawyers have found themselves in hot water by citing hallucinated cases generated by ChatGPT, most notoriously Mata v. Avianca , and in the wake of all the publicity those cases have received, you would think most lawyers would have gotten the message not to rely on ChatGPT for legal research, at le

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Using analytics for rare disease treatment: Unveiling opportunities for advancements

SAS Software

Rare diseases, often called orphan diseases, affect a small percentage of the population. Despite their rarity, these diseases collectively impact millions worldwide. Being a health care professional who cares deeply about overall patient care, the challenges in diagnosing and treating rare diseases resonate profoundly with me. Limited data availability, dispersed [.

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Show HN: Pages CMS – A CMS for GitHub

Hacker News

Tired of juggling Git and YAML to update your Next.js, Astro, Hugo or Nuxt website? Make it easy on you and your team, get a user-friendly CMS running straight on top of GitHub.

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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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A Riddle That 99% Of Large Language Models Get Wrong

Towards AI

Author(s): Meng Li Originally published on Towards AI. Meng Li creates with DALL·E 3 I have delved deeply into numerous large language models, but with each new model release, there always comes a slew of tedious benchmark tests. To be honest, these academic evaluations are nearly incomprehensible to the average user, akin to reading an arcane script.

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Facial recognition error message on vending machine sparks concern at University

Hacker News

A set of smart vending machines at the University of Waterloo is expected to be removed from campus after students raised privacy concerns about their software.

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Complete Your Data Science Tasks Fast Like a Pro

Towards AI

Last Updated on February 23, 2024 by Editorial Team Author(s): Poornachandra Sarang Originally published on Towards AI. How would you expedite the completion of your next data science project?Photo by Mohamed Nohassi on Unsplash You would recall the times when we would look up a quick coding exemplar on StackOverflow. Is there anyone who could assist us in creating an AI model?

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Africa is building a Great Green Wall to prevent expansion of the Sahara

Hacker News

Permaculture instructor Andrew Millison journeys with the UN World Food Programme to the Northern border of Senegal to see an innovative land recovery projec.

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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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Learn AI Together — Towards AI Community Newsletter #13

Towards AI

Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow AI enthusiasts! In this week’s edition of the Learn AI Together newsletter, we have a comprehensive guide designed to teach everything about large language models (LLMs) in 2024 for free. ‘From zero to hero with LLMs’ is a curated collection of resources to make cutting-edge AI knowledge accessible to all with the wealth of free online materials.

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Codeweavers released CrossOver 24 today

Hacker News

Buy CrossOver Mac and CrossOver Linux through the CodeWeavers store. Choose from 12 month and lifetime license plans. Renewals are also available for purchase.

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4 Mistakes That Will Separate You From a Pro Data Scientist

Towards AI

Author(s): Gencay I. Originally published on Towards AI. Avoid These 4 Mistakes to Match Pro Data Scientist SkillsCreated with Abidin Dino AI, to reach it, consider being Paid subscriber to LearnAIWithMe, here Did you know that the average time HR professionals spend looking at your project is just 7.4 seconds, according to research conducted by The Ladders?

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Don't Worry About the Vase

Hacker News

Google’s Gemini 1.5 is impressive and I am excited by its huge context window. I continue to default to Gemini Advanced as my default AI for everyday use when the large context window is not relevant.

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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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Language Modeling From Scratch — Deep Dive Into Activations, Gradients and BatchNormalization (Part 3)

Towards AI

Last Updated on February 22, 2024 by Editorial Team Author(s): Abhishek Chaudhary Originally published on Towards AI. Photo by ray rui on Unsplash In previous article we implemented a Multi Layer Perceptron with 2 Hidden Layers. We observed an improvement over our original model which made use of probability distribution to generate random names. In this article we’ll take a deeper look into activations, gradients and batch normalization.

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What Can You Do with a 'Failed' Postmodern Utopia?

Hacker News

The landscape around Route A29, which connects Palermo and Mazara del Vallo, is a travel-brochure version of rural Sicily: rolling hills dotted with barley.

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Palo Alto Fires Firewall Shot Heard ‘Round The World

R. Scott Raynovich

Palo Alto’s announcement strategy shift to platformization is a move that will accelerate the firewall and cybersecurity wars.

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Linaro FOSDEM 2024

Hacker News

The 2024 edition of Fosdem was held on February 3rd-4th, and this year’s program was bigger and better than ever. Linaro, thanks to its deep expertise and contribution to the open source ecosystem, presented eight talks, setting a new record for their presence and acceptance ratio at the event.

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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.