Sat.Jun 15, 2024 - Fri.Jun 21, 2024

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The insideBIGDATA IMPACT 50 List for Q3 2024

insideBIGDATA

The team here at insideBIGDATA is deeply entrenched in keeping the pulse of the big data ecosystem of companies from around the globe. We’re in close contact with the movers and shakers making waves in the technology areas of big data, data science, machine learning, AI and deep learning. Our in-box is filled each day with new announcements, commentaries, and insights about what’s driving the success of our industry so we’re in a unique position to publish our quarterly IMPACT 50 List.

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Deploying Machine Learning Models: A Step-by-Step Tutorial

KDnuggets

Image by author Model deployment is the process of trained models being integrated into practical applications. This includes defining the necessary environment, specifying how input data is introduced into the model and the output produced, and the capacity to analyze new data and provide relevant predictions or categorizations.

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Why Does ChatGPT Use Only Decoder Architecture?

Analytics Vidhya

Introduction The advent of huge language models in the likes of ChatGPT ushered in a new epoch concerning conversational AI in the rapidly changing world of artificial intelligence. Anthropic’s ChatGPT model, which can engage in human-like dialogues, solve difficult tasks, and provide well thought-out answers that are contextually relevant, has fascinated people all over the […] The post Why Does ChatGPT Use Only Decoder Architecture?

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5 Free Books on Machine Learning Algorithms You Must Read

Machine Learning Mastery

If you are a machine learning student, researcher, or practitioner, it is crucial for your career growth to have a deep understanding of how each algorithm works and the various techniques to enhance model performance. Nowadays, many individuals tend to focus solely on the code, data, and pre-trained models, often without fully comprehending the machine […] The post 5 Free Books on Machine Learning Algorithms You Must Read appeared first on MachineLearningMastery.com.

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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:

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Google Charts Out Map For Distributed Cloud

Adrian Bridgwater for Forbes

As cloud computing continues to evolve, it is finessing services that align to more specific use cases & morphing its services to suit the scale of particular needs.

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Creating AI-Driven Solutions: Understanding Large Language Models

KDnuggets

Understanding LLMs is pivotal in unlocking the full potential of AI-driven solutions across various domains. As we navigate the process of building AI-driven solutions, it is essential to approach the development and deployment of LLMs with a focus on responsible AI practices.

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5 Free YouTube Channels Dedicated to Machine Learning Education

Machine Learning Mastery

As a data professional, you should also know how to build predictive models with machine learning to solve business problems. And if you’re interested in machine learning, you’re probably also looking for the best resources to get going. Well, you can always choose a self-paced online course that best aligns with your learning preferences.

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Barcelona will eliminate tourist apartments

Hacker News

BARCELONA'S city council has announced it will revoke all licenses for tourist apartments in the urban area by 2028.In a major win for anti-tourist activists, Barcelona's socialist mayor Jaume Collboni announced on Friday that licenses for 10,101 tourist apartments in the city will automatically end in November 2028.The move represents a crushing blow for Airbnb, Booking.com and other tenants and a triumph for locals who have protested about over-tourism and rising house prices for yea

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5 Free Artificial Intelligence Courses from Top Universities

KDnuggets

Want to learn AI from the best of resources? Check out these free AI courses from top universities.

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Guide to LLM Observability and Evaluations for RAG Application 

Analytics Vidhya

Introduction In the fast-evolving world of AI, it’s crucial to keep track of your API costs, especially when building LLM-based applications such as Retrieval-Augmented Generation (RAG) pipelines in production. Experimenting with different LLMs to get the best results often involves making numerous API requests to the server, each request incurring a cost.

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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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Amazon has a secret way to scrape Microsoft's GitHub and feed its AI model

Dataconomy

Amazon needs vast quantities of high-quality data to create powerful AI models.

AI 239
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Stanford student collects her Master's degree at the age of 105

Hacker News

It’s been a minute since Virginia “Ginger” Hislop was a student at Stanford Graduate School of Education (GSE). When she started at the GSE in 1936 — then the Stanford University School of Education — her plan was to get her bachelor’s of education, which she did in 1940, and obtain her master’s of education so she could teach, which she started directly after.

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Beginner’s Guide to Machine Learning Testing With DeepChecks

KDnuggets

Perform data integrity tests and generate model evaluation reports by writing a few lines of code.

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Guide to Land Cover Classification using Google Earth Engine

Analytics Vidhya

Introduction Land segmentation is significant in farther detecting and geological data frameworks (GIS) for analyzing and classifying diverse arrive cover sorts in partisan symbolism. This direct will walk you through making a arrive division demonstrate utilizing Google Soil Motor (GEE) and joining it with Python for upgraded usefulness. By the conclusion of this direct, you’ll […] The post Guide to Land Cover Classification using Google Earth Engine appeared first on Analytics Vidh

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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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How to Fix ‘AI’s Original Sin’

O'Reilly Media

Last month, TheNew York Times claimed that tech giants OpenAI and Google have waded into a copyright gray area by transcribing the vast volume of YouTube videos and using that text as additional training data for their AI models despite terms of service that prohibit such efforts and copyright law that the Times argues places them in dispute. The Times also quoted Meta officials as saying that their models will not be able to keep up unless they follow OpenAI and Google’s lead.

AI 141
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Nuclear engineer dismisses Peter Dutton’s claim that small modular reactors could be commercially viable soon

Hacker News

Hugh Durrant-Whyte says 2045 is a realistic timeframe, adding it was likely to be ‘more expensive than anything else you could possibly think of’ Follow our Australia news live blog for latest updates Get our morning and afternoon news emails , free app or daily news podcast Australia would need “many decades” to develop the regulations and skills to operate a nuclear power plant, and the experience gained at the existing Lucas Heights facility won’t help much, according to New South Wales’ chie

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Breaking into Data Science: Essential Skills and How to Learn Them

KDnuggets

Going beyond technical skills; learn how to make a data science profile that stands out and helps you land your dream role.

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Standard Deviation in Excel and Sheets

Analytics Vidhya

Introduction If you have been working with data, I’m sure you use Microsoft Excel or Google Sheets on a daily basis. These tools make data storage and organization so easy, that they’ve become indispensable for data analysts, finance professionals, and even students. The best part of using these programs is the built-in functions they have, […] The post Standard Deviation in Excel and Sheets appeared first on Analytics Vidhya.

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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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Two sides of the same coin: GenAI and AI

SAS Software

“Generative AI is essentially just a subcategory of AI; it’s not that new algorithms have been invented.” Marinela Profi, AI Product Strategy Lead at SAS, says it up front and directly in her most recent podcast interview. “It takes a variety of data points, code, images and then, based on [.

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Optimizing AI Inference at Character.ai

Hacker News

At Character.AI, we're building toward AGI. In that future state, large language models (LLMs) will enhance daily life, providing business productivity and entertainment and helping people with everything from education to coaching, support, brainstorming, creative writing and more.

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Llama, Llama, Llama: 3 Simple Steps to Local RAG with Your Content

KDnuggets

Get your own local RAG system up and running in an embarrassingly few lines of code thanks to these 3 Llamas.

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SQL ALTER TABLE Statement

Analytics Vidhya

Introduction ALTER command is one of the most important SQL functions to know for database manipulation and management. This Data Definition Language (DDL) command can alter existing tables by adding, removing, or updating columns, constraints, and indexes. We’ll look at different ways to use the ALTER command to highlight its flexibility. In addition, ALTER TABLE […] The post SQL ALTER TABLE Statement appeared first on Analytics Vidhya.

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Demystifying DAPs: A Practical Guide to Digital Adoption Success

Speaker: Pulkit Agrawal

Digital Adoption Platforms (DAPs) are revolutionizing the way organizations interact with and optimize their software applications. As digital transformation continues to accelerate, DAPs have become essential tools for enhancing user engagement and software efficiency. This session is your guide into the robust world of DAPs, exploring their origins, evolution, and the current trends shaping their development.

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Educators share their experiences from SAS Innovate

SAS Software

Good educators are more than a source of knowledge; they inspire, innovate and continuously adapt to provide their students with the best learning experiences. Effective educators embrace new technologies, foster critical thinking and prepare students for future challenges. Recognizing their importance, SAS recently honored exemplary educators at SAS Innovate 2024. [.

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The Delusion of Advanced Plastic Recycling

Hacker News

The plastics industry has heralded a type of chemical recycling it claims could replace new shopping bags and candy wrappers with old ones — but not much is being recycled at all, and this method won’t curb the crisis.

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A Simple to Implement End-to-End Project with HuggingFace

KDnuggets

Generating a ready-to-use HuggingFace model with FastAPI and Docker

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Understanding Parameters and Hyperparameters

Analytics Vidhya

Introduction An introduction to machine learning (ML) or deep learning (DL) involves understanding two basic concepts: parameters and hyperparameters. When I came across these terms for the first time, I was confused because they were new to me. If you’re reading this, I assume you are in a similar situation too. So let’s explore and […] The post Understanding Parameters and Hyperparameters appeared first on Analytics Vidhya.

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Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

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Rethink IT spend in the age of generative AI

IBM Journey to AI blog

It’s the burning question for today’s CIOs: what do you spend your IT budget on? Cloud costs were already a challenge—in a recent survey, 24% estimated they wasted software spend. The explosion of generative AI makes it critical for organizations to consider frameworks like FinOps and technology business management ( TBM ) for visibility and accountability of all tech spend.

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Author Finds Another's Name on an Elsevier Book Chapter She Wrote

Hacker News

Ina Vandebroek When Ina Vandebroek read the latest edition of Pharmacognosy, an Elsevier textbook to which she contributed a chapter for the 2017 edition, she was shocked. Although she had declined to write for the 2023 update, her chapter was still in the book, under a different author’s name.

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How to Implement Agentic RAG Using LangChain: Part 1

KDnuggets

Learn about enhancing LLMs with real-time information retrieval and intelligent agents.

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SQL SELECT: Syntax, Use Cases, and Implementation

Analytics Vidhya

Introduction SQL is an essential tool to know for anybody working with data. It comes with a range of functions that make querying in databases, a breeze. In this article, we are going to see one of the fundamentals of SQL, the SELECT statement. This function helps in retrieving data from one or more tables. […] The post SQL SELECT: Syntax, Use Cases, and Implementation appeared first on Analytics Vidhya.

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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