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How to Move Generative AI Applications to Production?

Analytics Vidhya

Introduction Deploying generative AI applications, such as large language models (LLMs) like GPT-4, Claude, and Gemini, represents a monumental shift in technology, offering transformative capabilities in text and code creation. The sophisticated functions of these powerful models have the potential to revolutionise various industries, but achieving their full potential in production situations presents a challenging […] The post How to Move Generative AI Applications to Production?

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How to Use GPT for Generating Creative Content with Hugging Face Transformers

KDnuggets

Read this concise tutorial to find out how to use GPT to generate creative content with Hugging Face Transformers. No nonsense, just that facts.

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Where to Go Next in Your Data Career

KDnuggets

We are all looking for the right opportunities in our career. In the landscape of data-related careers, the roles can be grouped into classes, and future opportunities tend to follow natural migration paths between the class groups.

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Optimizing Databricks LLM Pipelines with DSPy

databricks

If you’ve been following the world of industry-grade LLM technology for the last year, you’ve likely observed a plethora of frameworks and tools.

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The Project Clinic: Assessing Project Health, Planning, and Execution

Speaker: Ketan Jahagirdar

Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.

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Is web3 data storage ushering in a new era of privacy?

Dataconomy

For many years, the personal data of billions of people has been stored on centralized servers owned by big tech giants like Google, Amazon, and Facebook. While these international corporations have built monolithic empires through the collection of vast troves of monetizable data – often without transparency or consent – frequent breaches have repeatedly highlighted their vulnerability.

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How Researchers Cracked an 11-Year-Old Password to a $3 Million Crypto Wallet

Hacker News

Thanks to a flaw in a decade-old version of the RoboForm password manager and a bit of luck, researchers were able to unearth the password to a crypto wallet containing a fortune.

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Announcing General Availability of Liquid Clustering

databricks

We’re excited to announce the General Availability of Delta Lake Liquid Clustering in the Databricks Data Intelligence Platform. Liquid Clustering is an innovative.

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Visualize This (2nd ed.): A real book that’s almost here

FlowingData

Visualize This is a real book now! The official publication date is May 29, but you might get it early if you order now , depending on where and when you order it. The publication process is interesting, because you write and write and make lots of charts over many months. There’s editing and revision. It’s on your mind constantly. Then there’s a gap when your part is done and your publisher (for me, Wiley) takes over.

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An Anonymous Source Shared Thousands of Leaked Google Search API Documents with Me; Everyone in SEO Should See Them

Hacker News

On Sunday, May 5th, I received an email from a person claiming to have access to a massive leak of API documentation from inside Google’s Search division. The email further claimed that these leaked documents were confirmed as authentic by ex-Google employees, and that those ex-employees and others had shared additional, private information about Google’s search operations.

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Harvard’s Top Free Courses for Aspiring Data Scientists

KDnuggets

Do you want to start your data science journey? If yes, then these Harvard courses might be perfect to start.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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The Nonprofit Industrial Complex and the Corruption of the American City

Hacker News

What is taking place in America’s most performatively socialist urban areas is that taxes are constantly raised in order to fund public services, resulting in some of the most heavily taxed populations in the country. But this tax revenue is then squandered on private contracts to unaccountable nonprofit organizations whose activities do little to rectify the problems they are nominally being funded to address.

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Possible association between tattoos and lymphoma revealed

Hacker News

Lund University. Our knowledge regarding the long-term health effects of tattoos is currently poor, and there is not a lot of research within this area. Now a research group at Lund University has investigated the association between tattoos and lymphoma.

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Tesla 'self-driving' technology failed to detect a moving train ahead of a crash

Hacker News

A video viewed millions of times on social media shows a Tesla almost crashing into a train. Documents from Tesla show the car was in Full Self-Driving mode at the time.

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It's Settled, More Nuclear Energy Means Less Mining

Hacker News

The Breakthrough Institute is an environmental research center based in Berkeley, California. Our research focuses on identifying and promoting technological solutions to environmental and human development challenges in three areas: energy, conservation, and food and farming.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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To the brain, reading computer code is not the same as reading language

Hacker News

MIT neuroscientists have found reading computer code does not rely on the regions of the brain involved in language processing. Instead, it activates the “multiple demand network,” which is also recruited for complex cognitive tasks such as solving math problems or crossword puzzles.

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What Happens in the Brain to Cause Depression?

Hacker News

Drugs that target the neurotransmitter serotonin have long been prescribed to treat depression. Now the spotlight is turning to other aspects of brain chemistry. In this episode, the neuropharmacologist John Krystal shares findings that are overturning our understanding of depression.

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Google just updated its algorithm. The Internet will never be the same

Hacker News

Over the last two years, a series of updates to Google Search amount to a dramatic upheaval to the Internet's most powerful tool, complete with an unprecedented AI feature.

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Majorana, the search for the most elusive neutrino of all

Hacker News

Neutrinos may be even stranger than they seem, if indeed they are the only fermions (particles of matter) that are their own antiparticles. Proof would be a rare form of radioactive decay called neutrinoless double-beta decay, which could only be seen if there’s virtually no background interference. The MAJORANA DEMONSTRATOR now under construction at the Sanford Underground Research Facility in the Black Hills of South Dakota aims to prove these near-perfect conditions can be met.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Feral goldfish are threatening the Great Lakes ecosystem [video]

Hacker News

For many people, the humble goldfish is their first pet. Swimming in a tank in your house, it’s hard to imagine it’s much of a threat. But released into the Great Lakes, this iconic fish can imperil the fragile ecosystem of the largest freshwater system in the world. Christopher Booker has the story.

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The solar industrial revolution is the biggest investment opportunity in history

Hacker News

Solar is in the process of shearing off the base of the entire global industrial stack - energy - and the tech sector still lacks a unified thesis for how to best enable, accelerate, and exploit this transition.

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Male birth control breakthrough safely switches off fit sperm for a while

Hacker News

A non-hormonal, reversible and non-toxic male birth control could be a step closer, with scientists successfully targeting a protein that's crucial in making fertile sperm. Knocking this protein out for a period of time would give men control over their protection window, much like oral contraceptives for women – but without other side effects and no long-lasting fertility issues.

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Sharing details on a recent incident impacting one of our customers

Hacker News

Google Cloud shares details of an incident impacting one Australian customer's use of Google Cloud VMware Engine. Learn what happened and how we're preventing it from happening again.

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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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The inaccessible and abandoned islands of New York – in pictures

Hacker News

Photographer Phillip Buehler, who captured the death of the American mall in a 2022 photo series, has a new exhibition of pictures from the last 50 years that trace the often forgotten history of the islands surrounding Manhattan

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Cement recycling method could help solve one of the big climate challenges

Hacker News

Researchers from the University of Cambridge have developed a method to produce very low emission concrete at scale – an innovation that could be transformative in the transition to net zero.

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We're Ending Our Samsung Collaboration

Hacker News

It’s not us, it’s you. It’s with a heavy wrench that we have decided to end our partnership with Samsung. Despite a huge amount of effort, Samsung’s approach to repairability does not align with our mission.

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How to Build 300k Airplanes in Five Years

Hacker News

It’s no secret that the Allies won World War II on the back of the U.S.’s enormous industrial output. Even before the U.S. entered the war, the Americans provided hundreds of millions of dollars’ worth of equipment to the Allies, and between 1938 and 1943 U.S.

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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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Stark Industries Solutions: An Iron Hammer in the Cloud

Hacker News

The homepage of Stark Industries Solutions. Two weeks before Russia invaded Ukraine in February 2022, a large, mysterious new Internet hosting firm called Stark Industries Solutions materialized and quickly became the epicenter of massive distributed denial-of-service (DDoS) attacks on government and commercial targets in Ukraine and Europe. An investigation into Stark Industries reveals it is being used as a global proxy network that conceals the true source of cyberattacks and disinformation c

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How many EV charging stations does the US need to replace gas stations?

Hacker News

The United States could fully transition to electric vehicles in about 20 years. When that happens, we’re going to need a lot of chargers.

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85% of Neuralink implant wires are already detached, says patient

Hacker News

An estimated 85-percent of Neuralink’s brain-computer interface (BCI) implant threads connected to the first human patient’s motor cortex are now completely detached and his brain has shifted inside his skull up to three times what the company expected, volunteer Noland Arbaugh told The Wall Street Journal on Monday.

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A comet approaching Earth could become brighter than the stars this fall

Hacker News

By the end of this summer, we may have a good idea as to whether we'll have a bright naked-eye comet gracing our early autumn evening sky, known as C/2023 A3 (Tsuchinshan–ATLAS).

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.