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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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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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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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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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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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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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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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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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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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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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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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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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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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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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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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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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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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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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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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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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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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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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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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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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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Grand-Master Level Chess Without Search: Modeling Choices and Their Implications

Hacker News

Grand-master Level Chess without Search. GitHub Gist: instantly share code, notes, and snippets.

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.