5 Advance Projects for Data Science Portfolio
KDnuggets
MARCH 30, 2023
Work on data analytics, time series, natural language processing, machine learning, and ChatGPT projects to improve your chance of getting hired.
2023
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9 key probability distributions in data science: Easy explanation
Data Science Dojo
OCTOBER 8, 2023
In the realm of data science, understanding probability distributions is crucial. They provide a mathematical framework for modeling and analyzing data. Understand the applications of probability in data science with this blog. 9 probability distributions in data science – Data Science Dojo Explore probability distributions in data science with practical applications This blog explores nine important data science distributions and their practical applications. 1.
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Millions of new materials discovered with deep learning
DeepMind
NOVEMBER 29, 2023
We share the discovery of 2.2 million new crystals – equivalent to nearly 800 years’ worth of knowledge. We introduce Graph Networks for Materials Exploration (GNoME), our new deep learning tool that dramatically increases the speed and efficiency of discovery by predicting the stability of new materials.
Five ways artificial intelligence is rapidly changing our world
DECEMBER 31, 2023
The reach of generative artificial intelligence (AI) skyrocketed this year as tech companies raced to get ahead of each other while regulators and lawmakers looked to add guardrails.
Get Better Network Graphs & Save Analysts Time
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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.
Comcast says hackers stole data of close to 36 million Xfinity customers
Hacker News
DECEMBER 19, 2023
Comcast has confirmed that hackers exploiting a critical-rated security vulnerability accessed the sensitive information of almost 36 million Xfinity customers. This vulnerability, known as “CitrixBleed,” is found in Citrix networking devices often used by big corporations and has been under mass-exploitation by hackers since late August. Citrix made patches available in early October, but many […] © 2023 TechCrunch.
Three Next-Generation Data Architectures: How Cloud, Mesh, and Data Fabrics Impact your AI Deployments
insideBIGDATA
OCTOBER 17, 2023
In this contributed article, Mohan Rajagopalan, vice president and general manager at Hewlett Packard Enterprise, discusses how the ideal solution to siloed data is implementing a single data plane across a business. This unified system allows enterprises to realize the grand vision they have been promised: One where data from all sources and apps can be used together for the benefit of the business.
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LLM Inference Performance Engineering: Best Practices
databricks
OCTOBER 12, 2023
In this blog post, the MosaicML engineering team shares best practices for how to capitalize on popular open source large language models (LLMs).
What are Large Language Models
Machine Learning Mastery
MAY 18, 2023
Last Updated on May 19, 2023 Large language models (LLMs) are recent advances in deep learning models to work on human languages. Some great use case of LLMs has been demonstrated. A large language model is a trained deep-learning model that understands and generates text in a human-like fashion. Behind the scene, it is a […] The post What are Large Language Models appeared first on MachineLearningMastery.com.
5 Free Data Science Projects With Solutions
Analytics Vidhya
SEPTEMBER 23, 2023
Introduction Are you eager to dive into data science and sharpen your skills? Look no further! This article will explore five exciting data science projects with step-by-step solutions. Whether you’re a novice looking to learn or an experienced data enthusiast seeking to expand your portfolio, these hands-on free data science projects will empower you to […] The post 5 Free Data Science Projects With Solutions appeared first on Analytics Vidhya.
Chatbot Evolution: ChatGPT Vs. Rule-based
Analytics Vidhya
MAY 1, 2023
Introduction Chatbots have become an integral part of the digital landscape, revolutionizing the way businesses interact with their customers. From customer service to sales, virtual assistants to voice assistants, chatbot evolution has taken place in everyday lives and in the way companies communicate with their users. The technological capabilities of chatbots have improved over time, […] The post Chatbot Evolution: ChatGPT Vs.
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.
BYD Overtakes Tesla as Most Popular EV Maker
Hacker News
DECEMBER 30, 2023
Elon Musk once scoffed at the notion that BYD could compete with his company. Now, the automaker run by billionaire Wang Chuanfu is poised to be the new No. 1 in electric vehicles.
Tolkien Estate Wins Court Order to Destroy Fan's 'Lord of the Rings' Sequel
Hacker News
DECEMBER 21, 2023
Ruling that the fan’s unauthorized book violated copyright protections, a judge barred him from distributing it and ordered him to destroy all electronic and physical copies of it.
Rite Aid Banned from Using AI Facial Recognition for Five Years
Hacker News
DECEMBER 19, 2023
Rite Aid will be prohibited from using facial recognition technology for surveillance purposes for five years to settle Federal Trade Commission charges that the retailer failed t
Korea to welcome 'digital nomads' with new visa starting Jan. 1
Hacker News
DECEMBER 29, 2023
Foreigners will be able to work remotely in Korea for up to two years with the new workcation visa that will be created next year, also being able to bring their families along.
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.
Tree plantations are not the environmental solution they’re purported to be
Hacker News
DECEMBER 16, 2023
Ecologist Thomas Crowther’s research inspired countless tree-planting campaigns, greenwashing, and attacks from scientists. Now he’s back with a new plan for nature restoration.
McDonald’s Ice Cream Machine Hackers Say They Found the ‘Smoking Gun’ That Killed Their Startup
Hacker News
DECEMBER 14, 2023
Kytch, the company that tried to fix McDonald’s broken ice cream machines, has unearthed a 3-year-old email it says proves claims of an alleged plot to undermine their business.
How a script doctor found his own voice
Hacker News
DECEMBER 29, 2023
For decades, Scott Frank earned up to three hundred thousand dollars a week rewriting other people’s screenplays—from “Saving Private Ryan” to “The Ring.” Finally, he decided to stop playing ventriloquist.
A New Kind of AI Copy Can Fully Replicate Famous People. The Law Is Powerless.
DECEMBER 30, 2023
New AI-generated digital replicas of real experts expose an unnerving policy gray zone. Washington wants to fix it, but it’s not clear how. Martin Seligman, the influential American psychologist, found himself pondering his legacy at a dinner party in San Francisco one late February evening.
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.
The High Price of Empty Office Space: Billions in Tax Breaks, with More to Come
Hacker News
DECEMBER 30, 2023
An analysis by THE CITY shows that long-ago luxury real estate deals from Hudson Yards to Times Square are costing dearly in reduced city tax collections. Now City Hall is rolling out still more tax relief, with little transparency.
ScummVM officially released in the App Store
Hacker News
DECEMBER 30, 2023
âScummVM provides a way to play many classic graphical point-and-click adventure games and RPGs. NO GAME DATA FILES ARE INCLUDED; you must supply your own. You can find more information, demos, and some free-to-download adventure games on our website.
In 2024, please switch to Firefox
Hacker News
DECEMBER 29, 2023
This December, if there's one tech New Year's resolution I'd encourage you to have, it's switching to the only remaining ethical web browser, Firefox. According to recent posts on social media, Firefox's market share is slipping. We should not let that happen.
Malware abuses Google OAuth endpoint to ‘revive’ cookies, hijack accounts
Hacker News
DECEMBER 29, 2023
Multiple information-stealing malware families are abusing an undocumented Google OAuth endpoint named "MultiLogin" to restore expired authentication cookies and log into users' accounts, even if an account's password was reset. [.
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.
Vitalik Buterin proposes to make Ethereum PoS 'lighter and simpler'
Hacker News
DECEMBER 28, 2023
A major difference between Ethereum and most other (finality-bearing) proof of stake systems is that Ethereum tries to support a very high number of validators: we currently have 895,000 validator objects and a naive Zipf’s law analysis implies that this corresponds to tens of thousands of unique invididuals/entities. The purpose of this is to support decentralization, allowing even regular individuals to participate in staking, without requiring everyone to give up their agency and cede control
Microsoft’s Copilot app is now available on iOS
DECEMBER 29, 2023
The Microsoft Copilot app lets you ask questions, draft text, and generate images using AI. Just days after introducing a Copilot app on Android, Microsoft has rolled out an app for its AI chatbot on iOS and iPadOS. Both versions of the app are now available to download from the Apple App Store.
The Most Important Technology of 2023 Wasn’t AI
DECEMBER 29, 2023
This was a breakout year for electric vehicles in America. One day in late November, I cradled a red Samsung flip phone in my hands as if it was a ruby gemstone. To me, it was just as precious.
GitHub makes Copilot Chat generally available, letting devs ask questions about code
DECEMBER 29, 2023
Earlier this year, GitHub rolled out Copilot Chat, a ChatGPT-like programming-centric chatbot for organizations subscribed to Copilot for Business. Copilot Chat more recently came to individual Copilot customers — those paying $10 per month — in beta. And now, GitHub’s launching Chat in general availability for all users. As of today, Copilot Chat is available in […] © 2023 TechCrunch.
The Big Payoff of Application Analytics
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Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.
Researchers uncover on/off switch for breast cancer metastasis
Hacker News
DECEMBER 20, 2023
New research from Stanford and the Arc Institute could lead to a new and more effective immunotherapy and help clinicians better predict patient response to existing medicines.
Para-infectious brain injury in Covid-19 persists at follow-up
Hacker News
DECEMBER 27, 2023
To understand neurological complications of COVID-19 better both acutely and for recovery, we measured markers of brain injury, inflammatory mediators, and autoantibodies in 203 hospitalised participants; 111 with acute sera (1–11 days post-admission) and 92 convalescent sera (56 with COVID-19-associated neurological diagnoses). Here we show that compared to 60 uninfected controls, tTau, GFAP, NfL, and UCH-L1 are increased with COVID-19 infection at acute timepoints and NfL and GFAP are si
Try This Brand New Analog Computer
Hacker News
DECEMBER 28, 2023
Once upon a time, if you cracked open the pages of IEEE Spectrum you could spot full-page advertisements for analog computers , boasting of their ease of use and even—in the case of one model built into a cart with wheels—their portability. Engineers connected potentiometers and op-amps to set up representations of knotty differential equations and read the solutions as varying output voltages.
"No inventions; no innovations" A History of US Steel
Hacker News
DECEMBER 29, 2023
Last week US Steel announced it was being acquired by Japanese steel company Nippon Steel. The milestone gives an opportunity to look back at what once was the largest and most important company in the US (and arguably the world), and how it slowly declined.
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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