Sat.Feb 10, 2024

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Top Data Science Specializations for 2024

Analytics Vidhya

Introduction Data Science is everywhere in the 21st century and has emerged as an innovative field. But what exactly is Data Science? And why should one consider specializing in it? This blog post aims to answer these questions and more. Data Science is a multidisciplinary field that uses scientific methods, processes, algorithms, and systems to […] The post Top Data Science Specializations for 2024 appeared first on Analytics Vidhya.

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Video Highlights: Technical Intro to Transformers and LLMs — with Kirill Eremenko

insideBIGDATA

In this video presentation, our good friend Jon Krohn, Co-Founder and Chief Data Scientist at the machine learning company Nebula, is joined by Kirill Eremenko to explore what goes into well-crafted LLMs, what makes Transformers so powerful, and how to succeed as a data scientist in this new age of generative AI.

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Python Modulo Operator: Common Errors and How to Use

Analytics Vidhya

Introduction Python stands out for its simplicity, versatility, and power in the realm of programming languages. The modulo operator (%) holds a special place among its myriad built-in operators, offering a convenient means to calculate remainders and perform cyclic operations. However, despite its apparent simplicity, mastering the modulo operator can be a stumbling block for […] The post Python Modulo Operator: Common Errors and How to Use appeared first on Analytics Vidhya.

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How to Generate Synthetic Data for Pretraining and Finetuning

Eugene Yan

Distillation vs. self-improvement across the three stages of language model training.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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A man has been swatted 47 times for making a joke about Norm Macdonald

Hacker News

What began with a seemingly harmless hot take on Twitter turned into a yearslong campaign of harassment, death threats and dozens of ‘swatting’ attacks at Patrick S. Tomlinson’s Milwaukee home. Bevan Hurley reports.

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Direct Uses of Large Language Models in Modern Science and Technology

Towards AI

Author(s): LucianoSphere (Luciano Abriata, PhD) Originally published on Towards AI. An overview plus examples from the public and private sectors applying cutting-edge LLMs to research and developmentImage composed by the author from free screenshots and Dall-E-3 generations. All other figures of this post were generated in similar ways. In the age of big data and in a highly scientific and technological society where fundamental and applied research advances with huge steps, it is clear that AI

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Full-Stack Data Scientist?

Towards AI

Author(s): Kelvin Lu Originally published on Towards AI. Photo by CDC on Unsplash The Data Scientist Show, by Daliana Liu, is one of my favorite YouTube channels. Unlike many other data science programs that are very technical and require concentration to follow through, Daliana’s talk show strikes a delicate balance between profession and relaxation.

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Eugène-François Vidocq and the Birth of the Detective

Hacker News

According to his memoirs, Eugène-François Vidocq escaped from more than twenty prisons (sometimes dressed as a nun). Working on the other side of the law, he apprehended some 4000 criminals with a team of plainclothes agents. He founded the first criminal investigation bureau — staffed mainly with convicts — and, when he was later fired, the first private detective agency.

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How to Make Your Data Science Application Stand Out

Towards AI

Author(s): Egor Howell Originally published on Towards AI. These will increase your chances of landing that first Data Scientist role!Image created by author. Nowadays, many people want to be a data scientist. It’s a pretty cool job where you build algorithms, carry out in-depth analyses, and are able to work for a wide range of businesses. However, with this increasing supply, it’s making it harder and harder for prospective people to break into the field.

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UK to replace physical biometric immigration cards with e-visas

Hacker News

By 2025, Britain is set to ditch physical immigration documents like Biometric Residence Permits (BRPs) and Biometric Residence Cards (BRCs) in a bid to make its borders digital, in-line with developed countries like Australia. Understand what these Home Office changes mean for existing BRP and BRC holders, and what you need to do. [.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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I Compared PEFT-Lora vs Full Fine-Tune on Open AI’s Whisper

Towards AI

Author(s): Tim Cvetko Originally published on Towards AI. An experiment adjourning for the effectiveness of LoRA on LLM The need for increasingly domain-applicable LLMs is causing a turmoil of advances to surpass the limitations of the truly “large” language models. At the expense of generalisability, fine-tuned models are being developed to cover niche reasoning, namely Bloomberg GPT, Finance GPT, etc.

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Building the DirectX shader compiler better than Microsoft?

Hacker News

This is a story about the messy state of Microsoft’s DirectX shader compiler, and trying to wrangle it into a nicer experience for game developers. In some respects, building the DXC compiler better than how Microsoft does.

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Unlocking Predictive Power: How Bayes’ Theorem Fuels Naive Bayes Algorithm to Solve Real-World…

Mlearning.ai

Unlocking Predictive Power: How Bayes’ Theorem Fuels Naive Bayes Algorithm to Solve Real-World Problems [link] Introduction In the constantly shifting realm of machine learning, we can see that many intricate algorithms are rooted in the fundamental principles of statistics and probability. These mathematical domains serve as the crucial framework for comprehending patterns in data, allowing us to make highly accurate forecasts about future events.

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Semiconductor Fabrication 101 at Purdue Online for Free

Hacker News

Discover semiconductor fabrication's secrets in a free online course by Purdue University, in collaboration with Intel, the University of Texas at Austin, and industry leaders. Tailored for students and professionals, delve into digital age building blocks through engaging lectures, hands-on vFabLab experience, and video tutorials. Elevate your understanding with a self-paced, 3 to 5-hour course, practicing in a virtual cleanroom from any device.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Use These 3 DAX Measures For Your Next Powerbi Dashboard

Mlearning.ai

Powerbi has been my go-to tool for creating dashboards, be it at work or during my free time. Continue reading on MLearning.

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Becoming a dungeon master for an interview

Hacker News

Interviews should be as close as possible to the work that the candidate would do if they join. While that seems like a pretty tautological statement, it is unfortunately not always true.

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Simply Air Filters by MervFilters

Data Science 101

The Simply Air Filters by MervFilters appear to be a good air filter. These have a rating of MERV 8 and MPR 600. So, they provide a medium level of filtering for allergens. I use these during the cold winter months. I use a higher MERV rating during the spring and fall. They only have the grid on one side, which I like. I use size 16x25x1 and I love to buy my air filters in large packs, so I always have some available when they need replaced.

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Anatomist of Evil

Hacker News

Stuart Jeffries: Anatomist of Evil - We Are Free to Change the World: Hannah Arendt’s Lessons in Love and Disobedience by Lyndsey Stonebridge

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Google’s Groundbreaking MobileDiffusion Generation Image at Mobile

Mlearning.ai

Revolutionizing Mobile AI with Rapid Text-to-Image Generation Continue reading on MLearning.

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TurboTax maker Intuit spent millions in record lobbying blitz

Hacker News

TurboTax parent company Intuit spent millions in a record lobbying blitz amid government scrutiny and threats to the tax prep industry.

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Hey Ryan, Why Would I Follow You

Data Science 101

Why follow Ryan? Men’s Electric Shaver Reviews and other product review content.

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Walmart, Delta, and Starbucks are using AI to monitor employee messages

Hacker News

Aware uses AI to analyze companies' employee messages across Slack, Microsoft Teams, Zoom and other communications services.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Towards Faster Research: Consolidating Knowledge With RAG

Towards AI

Last Updated on February 12, 2024 by Editorial Team Author(s): Alden Do Rosario Originally published on Towards AI. If you are in the world of research, have you ever wondered how cool it would be to have all the answers AND your research knowledge at your fingertips? That’s exactly what Retrieval-Augmented Generation (RAG) brings to the table. It’s almost like using ChatGPT — with ONE big difference: It is based on your ground truth knowledge — so this means: No hallucinations!

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46% of Americans didn't read a book in 2023

Hacker News

This week! Books! First up, some stats that are as bracing as the January weather outside (not really, I live in Southern California) to kick off our roundup.

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Unscrambling the Hidden Secrets of Superpermutations

Hacker News

A science fiction novelist and an internet commenter made breakthroughs on a longstanding problem about the number of ways you can arrange a set of items. What did they discover?

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50 Years of Prolog: Becoming More Declarative [video]

Hacker News

Prolog was invented by A. Colmerauer for processing natural languages, and formalized by R. Kowalksi as SLD resolution on Definite Horn Clauses in 1972.It w.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Speak Friend and Enter – Do people use movie passwords? (2018)

Hacker News

Can you think of a famous password, such as one used in a book or a movie? Do people see passwords being typed on screen and think "hey, now that is a pretty good password."? I downloaded the Exploit.

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Germany's Days as an Industrial Superpower Are Coming to an End

Hacker News

As political paralysis grips Berlin, the energy crisis was the final blow for a growing number of manufacturers

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Best Mathematical Science Fiction Books

Hacker News

If you have even a passing interest in math, i.e., if you see an equation and don’t recoil as if you just spotted a spider moseying up your thigh, then these books are for you. 12 Flatterland by Ian Stewart – 2001 In 1884, Edwin A.

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Broken to BBS: A Dell 286 Restoration [video]

Hacker News

We restore Dell's second-ever PC model: the PC's Limited 286. There are some. sparks along the way, but we cap it off with a call into an important BBS tha.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.