Thu.Apr 11, 2024

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Heard on the Street – 4/11/2024

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.

Big Data 259
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Implementing CI/CD with Jenkins for Flask Application Deployment

Analytics Vidhya

Introduction As AI technologies continue to grow and the software development landscape constantly changes, it is critical that software be developed quickly, reliably, and of high quality. In order to satisfy these requirements, continuous integration (CI) and continuous deployment (CD), have become critical methods. While CD automates the deployment process, CI automates the integration and […] The post Implementing CI/CD with Jenkins for Flask Application Deployment appeared first on An

Analytics 289
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Data Insights are Illuminating the Future of the Power Sector

insideBIGDATA

In this contributed article, David Thomason, Industry Principal – Power Generation at AVEVA, believes that the power sector has more data than ever on nearly every process in its value chain. Now, new technologies are helping make sense of all those details to provide competitive advantages – and it’s not a moment too soon.

Big Data 243
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Alternative of Midjourney is here, Meet Imagen 2

Analytics Vidhya

Introduction Which AI tool do you use to generate images? Is it MidJourney? What if I tell you there is a better alternative to it? Recently, Google launched Imagen 2, boasting the most advanced text-to-image diffusion technology. This innovative tool produces high-quality outputs closely aligned with the user’s prompts. Unlike traditional methods, Imagen 2 leverages […] The post Alternative of Midjourney is here, Meet Imagen 2 appeared first on Analytics Vidhya.

Analytics 286
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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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7 Things Students Are Missing in a Data Science Resume

KDnuggets

Adding these 7 key elements to your resume will improve your odds of getting an interview call. Remember, after graduating from the university, your full-time job is to find a job, so put some effort into preparing your resume.

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Here are 9 Must Need Machine Learning Tools for Your ML Project

Analytics Vidhya

Introduction Machine learning is a rapidly growing field that is transforming industries across sectors. It enables computers to learn from data and make predictions or decisions without being explicitly programmed. Many tools and libraries have emerged as machine learning applications expand to help developers build and deploy machine learning models.

More Trending

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Google Unveils Custom Arm-based CPUs for Cloud Computing

Analytics Vidhya

Google has unveiled its latest innovation, Google Axion Processors, at the Cloud Next 2024 event. These custom Arm-based CPUs are set to redefine cloud computing, offering unparalleled performance and energy efficiency. With Axion, Google aims to address the evolving demands of modern computing, from information retrieval to AI. Meanwhile, it also emphasizes sustainability and affordability. […] The post Google Unveils Custom Arm-based CPUs for Cloud Computing appeared first on Analytics V

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5 Free Resources to Master Your Data Science Job Search

KDnuggets

Learn how to use various data science platforms to secure your first job.

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Co-intelligence: Living and Working with AI by Prof. Ethan Mollick

Analytics Vidhya

The last 18 months have been awesomely crazy! I have had my highs and lows. I stayed awake the whole night GPT4 was launched, admiring what OpenAI had created. I have also found myself questioning the future of teaching “data science and Artificial Intelligence” to the world. What I thought was my calling has changed […] The post Co-intelligence: Living and Working with AI by Prof.

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Apple alerts users in 92 nations to mercenary spyware attacks

Hacker News

Apple sent threat notifications to iPhone users in 92 countries on Wednesday, warning them that they may have been targeted by mercenary spyware attacks. The company said it sent the alerts to individuals in 92 nations at 12 p.m. Pacific Time Wednesday.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Building Natural Language to SQL Applications using LlamaIndex

Analytics Vidhya

Introduction With the rising advent of large language models and advancements in the field of AI we are witnessing new developments and opportunities in a way we work and interact with digital world around us. In this blog, we delve into the fundamentals of LlamaIndex, a groundbreaking technology that helps to build applications using LLMs. […] The post Building Natural Language to SQL Applications using LlamaIndex appeared first on Analytics Vidhya.

SQL 271
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Spectrum of Covid-19: From Asymptomatic Organ Damage to Long Covid Syndrome

Hacker News

Introduction Symptomatic Long COVID affects 10-30% of the COVID-19-infected population depending on what symptoms are measured. (1-3) Organ damage might affect over 50% of post-COVID-19 individuals (4-6) and perhaps more in adolescents and children. (7) As COVID-19 continues to transmit across the world, the consequences of the pandemic are becoming clearer.

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Uncovering the Secrets of Anthropic’s Claude 3 API Lineup

Analytics Vidhya

Introduction Anthropic’s Claude 3 API ushers in a new era of artificial intelligence, offering a comprehensive suite of AI assistants tailored to diverse user needs. Employing a tiered approach empowers individuals and organizations to select the optimal model aligning with their specific requirements. Leveraging advanced language models meticulously trained on vast datasets, the API provides […] The post Uncovering the Secrets of Anthropic’s Claude 3 API Lineup appeared first

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Adobe Is Buying Videos for $3 per Minute to Build AI Model

Hacker News

Adobe Inc. has begun to procure videos to build its artificial intelligence text-to-video generator, trying to catch up to competitors after OpenAI demonstrated a similar technology.

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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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Meta Unveils Its Best AI Chip Yet

Analytics Vidhya

Tech giant Meta is pushing the boundaries of AI infrastructure with the launch of its latest custom-made chips. Artemis, the upgraded Meta Training and Inference Accelerator (MTIA) AI chip is said to be their best so far, marking a significant leap in computational power. These chips aim to revolutionize Meta’s AI workloads and enhance user […] The post Meta Unveils Its Best AI Chip Yet appeared first on Analytics Vidhya.

AI 233
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The DDoS Attack of Academic B t

Hacker News

Not long ago, during a discussion with a Zoomer colleague about how to find research material, I realized that he had never experienced internet search back when it was good. I tried to explain how it used to be easier to find information from good-faith experts, but I don’t think I really got the point across. Let me try again.

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OpenAI and Meta Set to Launch New AI Models with Reasoning Capabilities

Analytics Vidhya

OpenAI and Meta are gearing up to release their latest artificial intelligence (AI) models, GPT-5 and Llama 3, respectively. These models mark a significant leap in machine reasoning and planning capabilities, inching closer to realizing AGI. Let’s explore these technological advancements and their expected impact on the AI industry. Striving for Cognitive Superiority Meta and […] The post OpenAI and Meta Set to Launch New AI Models with Reasoning Capabilities appeared first on Analytics V

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One man's artistic wonderland, created in rental, gets protected status

Hacker News

A rental property secretly transformed by the eccentric artist who lived there for three decades has been officially protected by the British government, five years after his death.

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

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Google Gemini 1.5 Pro Launched in India

Analytics Vidhya

Google’s most advanced AI model, Gemini 1.5 Pro, has just been launched in over 180 countries, including India. With native audio understanding, system instructions, JSON mode, and more, this new model marks a significant milestone in artificial intelligence. Let’s explore how this release unlocks new possibilities for developers worldwide. Also Read: Google Cloud Next 2024: […] The post Google Gemini 1.5 Pro Launched in India appeared first on Analytics Vidhya.

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"Strong focus on aesthetics" contributed to collapse of Norway timber bridge

Hacker News

An official report into the collapse of a 10-year-old mass-timber bridge in Norway in August 2022 has criticised the structure's design and construction. Two drivers had to be rescued after the Tretten Bridge, over the Gudbrandsdalslågen river in the Øyer area of southern Norway, gave way as a heavy goods vehicle was crossing. Completed in only 2012, the glulam -and-steel truss bridge was designed by Norwegian architecture studio Plan Arkitekter and engineering firm Norconsult for the Norwegian

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Enhancing RAG with Retrieval Augmented Fine-tuning

Analytics Vidhya

Introduction While Large Language Models (LLMs) can answer questions on many topics, they may not correctly answer about the topics that are not included in the training data such as recent events, or deep web (i.e. data that is not indexed by search engines). Another missing piece is not getting exact source of the answer, […] The post Enhancing RAG with Retrieval Augmented Fine-tuning appeared first on Analytics Vidhya.

Analytics 223
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Mental Health in Software Engineering

Hacker News

I want to talk about something we don't discuss enough in our field: the mental health of software engineers, especially those of us who've taken on the

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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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Top 10 Alternatives of DALL-E and Midjourney Image Generators

Analytics Vidhya

Introduction Are you a designer seeking seamless integration into your workflow, or someone looking to streamline the image generation process? DALL-E and Midjourney have transformed image generation for all of us. This article explores a wealth of alternative image generators, each with its unique strengths and functionalities. Let’s explore top 10 alternatives of DALL-E and […] The post Top 10 Alternatives of DALL-E and Midjourney Image Generators appeared first on Analytics Vidhya

Analytics 195
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Threads on Mastodon and the bright future of the Fediverse

Hacker News

This is my journey that started as an experiment to see how my Threads feed would look like on Mastodon and ended with me finding experiences that went above and beyond my expectations.

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NTT Open To ‘Embryonic Exploration’ Of Photonics Software Development

Adrian Bridgwater for Forbes

We know that almost every longstanding software platform tool, operating system or application goes through a series of logical incremental progressions and evolutiona.

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Fivefold Slower Compared to Go? Optimizing Rust's Protobuf Decoding Performance

Hacker News

When optimizing the write performance of GreptimeDB v0.7, we found that the time spent on parsing Protobuf data with the Prometheus protocol was nearly five times longer than that of similar products implemented in Go. This led us to consider optimizing the overhead of the protocol layer. This article introduces several methods that the GreptimeDB team tried to optimize the overhead of Protobuf deserialization.

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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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AWS at NVIDIA GTC 2024: Accelerate innovation with generative AI on AWS

AWS Machine Learning Blog

AWS was delighted to present to and connect with over 18,000 in-person and 267,000 virtual attendees at NVIDIA GTC, a global artificial intelligence (AI) conference that took place March 2024 in San Jose, California, returning to a hybrid, in-person experience for the first time since 2019. AWS has had a long-standing collaboration with NVIDIA for over 13 years.

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Interview with Google Cloud CEO Thomas Kurian on Google's Enterprise AI Strategy

Hacker News

An interview with Google Cloud CEO Thomas Kurian about Google’s AI strategy, and why this is an opportunity for the company to leap ahead in the cloud.

AI 179
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Learn AI Together — Towards AI Community Newsletter #19

Towards AI

Last Updated on April 11, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! After a much-needed break last week, we are back with exciting collaboration opportunities, some of our best articles written by AI experts worldwide, and fun discussions on our AI polls. Hope you enjoy the read!

AI 86
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Show HN: I made a new sensor out of 3D printer filament for my PhD

Hacker News

Explore the creation of the OptiGap Sensor System, a novel bend localization sensor for soft robotics, detailing the research journey and development process behind it.

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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.