Thu.Jun 20, 2024

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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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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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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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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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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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Roadmap to Deploy On-Device AI Applications

Data Science Dojo

We have all been using the infamous ChatGPT for quite a while. But the thought of our data being used to train models has made most of us quite uneasy. People are willing to use on-device AI applications as opposed to cloud-based applications for the obvious reasons of privacy. Deploying an LLM application on edge devices—such as smartphones, IoT devices, and embedded systems—can provide significant benefits, including reduced latency, enhanced privacy, and offline capabilities.

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Advocating Collaboration in Safe AI Management

insideBIGDATA

In this contributed article, Rosanne Kincaid-Smith, Group COO at Northern Data, delves into the ethical considerations of ensuring AI safety and emphasizes the need for a collective approach to AI management – involving a mixture of technical and societal bodies who understand its far-reaching impact. The piece sheds light on the growing concerns surrounding the emergence of next-generation AI technologies and underscores the new collaborative efforts of the US and UK in addressing safety concer

AI 219
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Python Polars: High-Performance DataFrame Library in Rust

Analytics Vidhya

Introduction Polars is a high-performance DataFrame library designed for speed and efficiency. It leverages all available cores on your machine, optimizes queries to minimize unnecessary operations, and manages datasets larger than your RAM. With a consistent API and strict schema adherence, Python Polars ensures predictability and reliability. Written in Rust, it offers C/C++ level performance, […] The post Python Polars: High-Performance DataFrame Library in Rust appeared first on Analyt

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Databricks Named a Leader in 2024 Gartner® Magic Quadrant™ for Data Science and Machine Learning Platforms

databricks

We are excited to announce that Gartner has recognized Databricks as a Leader in the 2024 Gartner® Magic Quadrant™ for Data Science and.

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3 Common Ways to Use SQL BETWEEN Operator

Analytics Vidhya

Introduction In this article, we examine the fundamental SQL BETWEEN operator and examine its applications, requirements, and adaptability to different kinds of data. You’ll obtain a thorough understanding of how to use the BETWEEN operator in your SQL queries, from comprehending the fundamental syntax to using it in real-world scenarios with dates, numbers, and texts. […] The post 3 Common Ways to Use SQL BETWEEN Operator appeared first on Analytics Vidhya.

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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

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The Only Course You Need to Smash Your Data Analyst Career

KDnuggets

Stop roaming the internet trying to find the perfect data analyst course and read this!

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Super Key in DBMS

Analytics Vidhya

Introduction A significant component of a Database Management System (DBMS) that is essential to database administration and design is the super key. Comprehending super keys facilitates the maintenance of data integrity and record uniqueness in relational databases. This article provides a detailed explanation of super keys, their characteristics, types, and practical applications.

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Advocating Collaboration in Safe AI Management

insideBIGDATA

In this contributed article, Rosanne Kincaid-Smith, Group COO at Northern Data, delves into the ethical considerations of ensuring AI safety and emphasizes the need for a collective approach to AI management – involving a mixture of technical and societal bodies who understand its far-reaching impact. The piece sheds light on the growing concerns surrounding the emergence of next-generation AI technologies and underscores the new collaborative efforts of the US and UK in addressing safety concer

AI 195
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How to Calculate Cosine Similarity in Python?

Analytics Vidhya

Introduction This article will discuss cosine similarity, a tool for comparing two non-zero vectors. Its effectiveness at determining the orientation of vectors, regardless of their size, leads to its extensive use in domains such as text analysis, data mining, and information retrieval. This article explores the mathematics of cosine similarity and shows how to use it […] The post How to Calculate Cosine Similarity in Python?

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What Is Entity Resolution? How It Works & Why It Matters

Entity Resolution Sometimes referred to as data matching or fuzzy matching, entity resolution, is critical for data quality, analytics, graph visualization and AI. Learn what entity resolution is, why it matters, how it works and its benefits. Advanced entity resolution using AI is crucial because it efficiently and easily solves many of today’s data quality and analytics problems.

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Inside Apple Intelligence: Implementing On-Device AI Smartly

Data Science Dojo

Integrating generative AI into edge devices is a significant challenge on its own. You are required to smartly run advanced models efficiently within the limited computational power and memory of smartphones and computers. Ensuring these models operate swiftly without draining battery life or overheating devices adds to the complexity. Additionally, safeguarding user privacy is crucial, requiring AI to process data locally without relying on cloud servers.

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40 Data Science Coding Questions and Answers for 2024

Analytics Vidhya

Introduction The field of data science is ever evolving. New tools and techniques keep emerging every day. In the current job scenario, particularly in 2024, professionals are expected to keep themselves updated on these changes. All types of businesses are seeking skilled data scientists who can help them decipher their data sensibly and keep pace […] The post 40 Data Science Coding Questions and Answers for 2024 appeared first on Analytics Vidhya.

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How real-time tracking and AI are revolutionizing shipping logistics

Dataconomy

The shipping industry moves over 11 billion tons worth of goods every year. With the growth of global trade and “just-in-time” deliveries, the pressures on shippers to deliver freight quickly, reliably, and cost-effectively have skyrocketed – and many are finding it hard to keep up. From intricate networks of full container load (FCL) shipping to smaller, consolidated shipments (LCL), each mode faces unique challenges.

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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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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.

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Stable Diffusion Project: Word Art

Machine Learning Mastery

Stable Diffusion is a powerful tool that helps you generate pictures. It is fun to play with the generative AI tool. But it would be useful if the tool could help you in a real job. In this post, you will see how you can leverage the power of Stable Diffusion to work on something […] The post Stable Diffusion Project: Word Art appeared first on MachineLearningMastery.com.

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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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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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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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AI & aged care: How is this technology helping the senior community?

Dataconomy

The recent popularity of Artificial Intelligence (AI) has brought about changes in a range of industries, with healthcare being one of the biggest potential disruptions. This is because technology plays such a major role and the improvement can drastically change the quality of life for older adults and ease the responsibilities of caregivers. This article delves into how AI is transforming health care for the older generations, and whether you’re studying online AGNP programs or are a pra

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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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Top features of the best programmatic advertising platforms

Dataconomy

Programmatic advertising has revolutionized the way businesses reach their target audiences online. Through real-time bidding and automated technology, programmatic platforms offer advertisers precision and efficiency in targeting the right users with the right message at the right time. With so many programmatic advertising platforms in the market, it can be challenging to identify the best one for your business.

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Reining in America's $3.3T tax-exempt economy

Hacker News

For over a century, lawmakers have exempted politically favored organizations and industries from the tax code. As a result, the tax-exempt nonprofit economy now comprises 15 percent of GDP, roughly equal to the fifth-largest economy in the world.

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Digital Adoption Platform Fundamentals: The Key To Product Innovation And Elevated CX

Speaker: Pulkit Agrawal

As digital transformation advances at a rapid pace, Digital Adoption Platforms (DAPs) have become essential tools for enhancing user experiences and redefining product management strategies. DAPs are no-code solutions that integrate seamlessly with various technologies, and by fostering user adoption, these platforms help organizations maximize the potential of their tech investments.

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AI-generated email from a friend

FlowingData

Neven Mrgan describes what it was like to get an AI-generated email from a friend : I knew that I didn’t want an algorithm to design layouts and draw illustrations “so I don’t have to,” but prior to this email, I never even pondered whether I wanted AI to call me up on behalf of people in my life. It had simply not occurred to me—and now that it has occurred to me, I definitely do not want small talk and relationships outsourced to server farms.

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How babies and young children learn to understand language

Hacker News

How children learn language has long been of interest to those concerned with its evolution. The idea that ‘ontogeny recapitulates phylogeny’ has been promoted, which means the stages of child development on their way to adulthood replicate those of our human ancestors on their way to becoming modern humans.

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Perplexity is probably stealing content

FlowingData

For Wired, Dhruv Mehrotra and Tim Marchman provide evidence that Perplexity, an AI-based company currently valued at a billion dollars, appears to be slurping up whatever they can get their hands on : It also appears probable that in some cases—and despite a graphical representation in its user interface that shows the chatbot “reading” specific source material before giving a reply to a prompt—Perplexity is summarizing not actual news articles but reconstructions of what they say ba

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How We Made the Deno Language Server Ten Times Faster

Hacker News

When a customer reported performance issues with the Deno language server, we began a performance investigation that resulted in reducing auto-completion times from 6-8 seconds to under one second in large codebases. This is how we did it.

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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.