Fri.Jul 05, 2024

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Machine Learning Models: 4 Ways to Test them in Production

Data Science Dojo

Machine learning models are algorithms designed to identify patterns and make predictions or decisions based on data. These models are trained using historical data to recognize underlying patterns and relationships. Once trained, they can be used to make predictions on new, unseen data. Modern businesses are embracing machine learning (ML) models to gain a competitive edge.

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SQL DESCRIBE: Unveiling the Secrets of Your Tables

Analytics Vidhya

Introduction In relational databases, where data is meticulously organized in tables, understanding their structure is essential. SQL’s DESCRIBE (or DESC in some database systems) command gives you to become a data detective, peering into the internal makeup of your tables and extracting valuable information. Overview What is DESCRIBE? DESCRIBE is a non-destructive statement used to […] The post SQL DESCRIBE: Unveiling the Secrets of Your Tables appeared first on Analytics Vidhya.

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How Organizations Can Avoid AI Sticker Shock

insideBIGDATA

In this contributed article, Chris Opat, Backblaze senior vice president of cloud operations, highlights how companies can innovate with AI while staying within the budget by understanding the type of AI you’re training, its latency requirements, the quantities of training data, and what third-party data you’ll need.

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How to Use DALL-E 3 API for Image Generation?

Analytics Vidhya

Introduction In Artificial Intelligence(AI), DALL-E 3 has emerged as a game-changing advancement in picture-generating technology. This current edition, developed by OpenAI, improves on previous iterations to generate increasingly sophisticated, nuanced, and contextually correct images from textual descriptions. As the third installment in the DALL-E series, it marks a substantial advancement in AI’s ability to grasp […] The post How to Use DALL-E 3 API for Image Generation?

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How To Align Product Management And Supply Chain Operations For Successful Product Launches

Speaker: Shalini Dinesh

Effective cross-functional collaboration and communication heavily influence product launch success. Research shows that as many as 70% of product launches fail due to inadequate coordination among stakeholders, including supply chain, product management, legal, marketing, and change control teams (Gartner, 2022). The 2023 Supply Chain Insights Report highlights that 60% of supply chain disruptions are caused by poor communication and misalignment among cross-functional teams.

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Webinar: Getting Started with Llama 3 on AMD Radeon and Instinct GPUs

insideBIGDATA

[Sponsored Post] This webinar: "Getting Started with Llama 3 on AMD Radeon and Instinct GPUs" provides a guide to installing Hugging Face transformers, Meta’s Llama 3 weights, and the necessary dependencies for running Llama locally on AMD systems with ROCm™ 6.0.

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Difference Between Method Overloading and Overriding

Analytics Vidhya

Introduction Method overloading and method overriding are two fundamental concepts in object-oriented programming (OOP) you must know. They can greatly enhance the flexibility and functionality of your code, especially in fields like data science and artificial intelligence, which require efficient and maintainable code. Although these two terms might sound similar, their underlying mechanisms are significantly […] The post Difference Between Method Overloading and Overriding appeared firs

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How to Speed Up Python Pandas by Over 300x

KDnuggets

In this blog, we will define Pandas and provide an example of how you can vectorize your Python code to optimize dataset analysis using Pandas to speed up your code over 300x times faster.

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What is Few-Shot Prompting?

Analytics Vidhya

Introduction In machine learning, generating correct responses with minimum facts is essential. Few-shot prompting is an effective strategy that allows AI models to perform specific jobs by presenting only a few examples or templates. This approach is especially beneficial when the undertaking calls for limited guidance or a selected format without overwhelming the version with […] The post What is Few-Shot Prompting?

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Tips for Effective Feature Engineering in Machine Learning

Machine Learning Mastery

Feature engineering is an important step in the machine learning pipeline. It is the process of transforming data in its native format into meaningful features to help the machine learning model learn better from the data. If done right, feature engineering can significantly enhance the performance of machine learning algorithms. Beyond the basics of understanding […] The post Tips for Effective Feature Engineering in Machine Learning appeared first on MachineLearningMastery.com.

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Tuning Hyperparameters in Neural Networks

KDnuggets

Learn essential techniques for tuning hyperparameters to enhance the performance of your neural networks.

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Building Your BI Strategy: How to Choose a Solution That Scales and Delivers

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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Mastering Python’s Maximum Integer Value

Analytics Vidhya

Introduction Python is an extremely capable programming language that works well with integers of any size. Although this special functionality helps developers, there are some possible drawbacks as well. This page offers a thorough explanation of Python’s maximum integer value, as well as helpful hints, examples, and typical difficulties. Overview How Python Handles Integers?

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Harvester pulls 1.5 gallons of drinking water from arid air per day

Hacker News

It’s an unfortunate irony that while many regions struggle to find enough water, there’s trillions of liters of the stuff floating around in the air everywhere. A new water harvester design from MIT can pull enough fresh water out of the air to meet the daily needs of several people.

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If You Want to Get in the Tech Space: Become A Software Developer

KDnuggets

Currently ranked as the #1 job in the tech world!

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How I swapped my ivory tower for the world of science fiction

Hacker News

Astrobiologist and writer Seven Rasmussen reflects on the craft and complexities of being a scientist-storyteller. Astrobiologist and writer Seven Rasmussen reflects on the craft and complexities of being a scientist-storyteller.

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How To Set Up Innovation So That It Aligns With And Enables Corporate Strategy

Speaker: Paul Heller

Most innovation work proceeds independently from company strategy. As a result, the products that arrive in the market are not well aligned with the company’s goals. This challenge is particularly significant in organizations with transformation-oriented strategies, where innovation must directly support growth, scalability, and strategic pivots. In this session, we will discuss why innovation in large companies is so often not aligned with the company’s strategy and what innovation leaders, pro

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Putting AI to work in finance: Using generative AI for transformational change

IBM Journey to AI blog

Finance leaders are no strangers to the complexities and challenges that come with driving business growth. From navigating the intricacies of enterprise-wide digitization to adapting to shifting customer spending habits, the responsibilities of a CFO have never been more multifaceted. Amidst this complexity lies an opportunity. CFOs can harness the transformative power of generative AI (gen AI) to revolutionize finance operations and unlock new levels of efficiency, accuracy and insights.

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Largest nuclear fusion reactor is finally completed

Hacker News

ITER, a $28 billion fusion reactor in France, has finally had its last magnetic coil installed. But the reactor itself won't fire up fully until 2039 at the earliest.

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Mendix: Avoiding The Sprinkle Or Scramble In Low-Code Governance

Adrian Bridgwater for Forbes

As low-code technologies expand, we will need to know more about the provenance of the digital ingredients we put into this mix and how it will be used.

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Ente Auth: open-source Authy alternative for 2FA

Hacker News

Protect your photos and videos with Ente - a secure, cross-platform, open source, encrypted photos app. Automatic backups, end-to-end encryption, collaborative albums, family plans, library-sync, 1-click import, human support, locked photos, live photos, descriptions, private sharing, search and more.

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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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Conservatives lose UK election by a lot

FlowingData

For the New York Times, Josh Holder and Lauren Leatherby show how the Conservatives lost the election from multiple angles : lost seats, historical vote share, shift of support to Reform, an easy win by Labour, and an age breakdown. It looks bad for Conservatives any way you cut the data.

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7-Eleven Is Reinventing Its $17B Food Business to Be More Japanese [video]

Hacker News

In Japan, 7-Eleven has long led its American counterpart in prepared meals with foods like ramen and rice balls. But now, the world’s largest convenience sto.

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Visually navigate code as stars and galaxies

FlowingData

Andrei Kashcha visualized major software packages as galaxies that you can fly through. Every dot here is a package. Position of a package is determined by force based graph layout algorithm and usually clusters together packages that depend on each other. Some packages are connected by lines. It means one package depend on another. Image above shows only very close connections.

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Research into homeopathy: data falsification, fabrication and manipulation

Hacker News

Michael Frass’s study raised eyebrows when it appeared to show homeopathy improved outcomes for cancer patients – until it was proven to be the result of data falsification

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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.

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UK party gains and winners

FlowingData

Speaking of Conservatives losing , Andre Tartar and Demetrios Pogkas for Bloomberg show the other end with party gains. Angled arrows have become a staple to visualize net differences for regions on a map, but I think this is the first time I’ve seen the shaft of the arrow double as a stacked bar. Colors represent party gains. The head color represents the winner.

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YouTube's eraser tool removes copyrighted music without impacting other audio

Hacker News

On July 4, YouTube released an updated eraser tool for creators so they can easily remove any copyrighted music from their videos without affecting any

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Semi- and Self-Supervised Learning Help Clinicians Minimize Manual Labeling in Medical Image…

NYU Center for Data Science

Semi- and Self-Supervised Learning Help Clinicians Minimize Manual Labeling in Medical Image Analysis A new AI pipeline developed by researchers at CDS significantly reduces the need for manual labeling in medical image analysis tasks, as detailed in the study titled “ Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification ,” published in Nature Scientific Reports.

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Elsevier withdraws plagiarized paper after author calls journal out on LinkedIn

Hacker News

Sasan Sadrizadeh In late May, one of Sasan Sadrizadeh’s doctoral students stumbled upon a paper with data directly plagiarized from his previous work.

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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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Mind the Gap: The Product in Data Product Is Reliability

Dataversity

Welcome to the latest edition of Mind the Gap, a monthly column exploring practical approaches for improving data understanding and data utilization (and whatever else seems interesting enough to share). Last month, we explored analytics architecture stuck in the 1990s. This month, we’ll look at the rise of the data product. It wasn’t so long ago […] The post Mind the Gap: The Product in Data Product Is Reliability appeared first on DATAVERSITY.

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Japan is bracing for rage against the vending machine

Hacker News

Japan still loves cash and vending machines, but new banknotes containing hologram technology won't work in many machines without upgrades.

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Gen AI 101: Technology Choices (Part 1)

phData

The release of ChatGPT in late 2022 introduced generative artificial intelligence to the general public and triggered a new wave of AI-oriented companies, products, and open-source projects that provide tools and frameworks to enable enterprise AI. In a survey conducted in 2023 , over three-quarters of the executives surveyed believed that artificial intelligence would disrupt their business strategy.

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War on citizens: How the junta's VPN ban is strangling communication in Myanmar

Hacker News

"People should not underestimate what the regime is doing. Yet at the same time, they should not succumb to unwarranted fear. The regime can’t control everything.

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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.