Sat.Aug 03, 2024 - Fri.Aug 09, 2024

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How AI Is Lending a Helping Hand in the Data Security Industry

insideBIGDATA

In this feature article, Daniel D. Gutierrez, insideAInews Editor-in-Chief & Resident Data Scientist, highlights how AI is turning into the trusty sidekick that every cybersecurity hero needs. Let’s dive into how AI is shaking things up and helping keep our digital lives safe and sound.

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Optimizing Your LLM for Performance and Scalability

KDnuggets

Optimize LLM performance and scalability using techniques like prompt engineering, retrieval augmentation, fine-tuning, model pruning, quantization, distillation, load balancing, sharding, and caching.

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How to Enroll for 5 Days ISRO AI Free Courses?

Analytics Vidhya

Introduction As someone deeply passionate about the intersection of technology and education, I am thrilled to share that the Indian Space Research Organisation (ISRO) is offering an incredible opportunity for students interested in artificial intelligence (AI) and machine learning (ML). From August 19 to 23, ISRO will conduct a free, comprehensive online course designed to […] The post How to Enroll for 5 Days ISRO AI Free Courses?

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Databricks Clean Rooms for privacy-safe collaboration is in Public Preview

databricks

Fueled by the exponential growth in external data and AI for innovation, organizations across all industries are looking for effective ways to collaborate.

AI 311
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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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AI’s Role in Harmonizing Energy Supply With Consumer Demand

insideBIGDATA

In this contributed article, freelance writer Ellie Gabel discusses how the power grid is aging and can no longer keep up with consumers’ needs. Without adequate intervention, blackouts will soon become a regular occurrence. Could artificial intelligence be the key to fixing the country’s supply and demand woes?

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3 Ways of Building Python Projects using GPT-4o

KDnuggets

Learn about essential AI tools that can help you develop Python projects faster and with fewer bugs using natural language.

Python 355

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Harnessing the Power of Databricks Mosaic AI for Image Generation at Rolls-Royce

databricks

Rolls-Royce has witnessed the transformative power of the Databricks Data Intelligence Platform in various AI projects. One example is a collaboration between Rolls-Royce.

AI 277
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How two software companies are using IBM watsonx for their enterprise generative AI solutions

IBM Journey to AI blog

In the year since we unveiled IBM’s enterprise generative AI (gen AI) and data platform, we’ve collaborated with numerous software companies to embed IBM watsonx™ into their apps, offerings and solutions. By equipping partners with the latest gen AI technologies, expertise and support, we’re helping them make an impact across industries, including financial services , IT , sales, business intelligence and sports.

AI 123
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NumPy for Image Processing

KDnuggets

Start your journey into image processing with NumPy by learning how to import libraries, crop images, rotate and flip images, and more.

Python 334
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Building a highly-available web service without a database

Hacker News

If you've ever built a web service or a web app, you know the drill: pick a database, pick a web service framework (and in today's day and age, pick a front-end framework, but let's not get into that).

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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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Announcing the General Availability of Row and Column Level Security with Databricks Unity Catalog

databricks

Row filters and column masks control data access by filtering rows and masking column values using SQL UDFs in database queries.

SQL 300
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Uncovering K-means Clustering for Spatial Analysis

Towards AI

Last Updated on August 6, 2024 by Editorial Team Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 “Def- Underrated-adjective rated or valued too low”- Merriam Webster. Underrated, unappreciated or underhyped are terms that get thrown around to suggest something that does not get the recognition it deserves.

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10 GitHub Repositories to Master Statistics

KDnuggets

Learn statistics through interactive books, code examples, cheat sheets, guides, and tools documentation.

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Rivian reduced electrical wiring by 1.6 miles and 44 pounds

Hacker News

Unveiled just a couple of months ago, Rivian’s second-generation R1T pickup and R1S SUV will maintain their distinctive look, with playful headlamps and a sleek exterior shape. Underneath the surface is where the magic is taking place, specifically a wholly new electrical architecture the brand says is less costly and easier to service.

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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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Build custom generative AI applications powered by Amazon Bedrock

AWS Machine Learning Blog

With last month’s blog, I started a series of posts that highlight the key factors that are driving customers to choose Amazon Bedrock. I explored how Bedrock enables customers to build a secure, compliant foundation for generative AI applications. Now I’d like to turn to a slightly more technical, but equally important differentiator for Bedrock—the multiple techniques that you can use to customize models and meet your specific business needs.

AI 126
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5 Top Large Language Models & Generative AI Books

Towards AI

Author(s): Youssef Hosni Originally published on Towards AI. Master LLMs & Generative AI Through These Five Books This article reviews five key books that explore the rapidly evolving fields of large language models (LLMs) and generative AI, providing essential insights into these transformative technologies. NLP with Transformers introduces readers to transformer architecture for natural language processing, offering practical guidance on using Hugging Face for tasks like text classificatio

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5 Python Tips for Data Efficiency and Speed

KDnuggets

Want to write better Python code? Get one step closer with this tutorial on writing maintainable, faster, and memory-efficient Python code.

Python 291
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Voice Is a Garden: Margaret Watts Hughes's Victorian Sound Visualizations

Hacker News

“I hear bravuras of birds… I hear the sound I love, the sound of the human voice,” Walt Whitman exulted in his ode to the “puzzle of puzzles” we call Being.

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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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Inteligencia artificial y analítica para potenciar su organización

SAS Software

La Inteligencia Artificial (IA) y la analítica se han convertido en herramientas esenciales para las organizaciones que buscan mantenerse competitivas y relevantes en el mercado. La capacidad de analizar grandes volúmenes de datos y obtener información valiosa en tiempo real es ahora más importante que nunca. Acompáñenos en este blog [.] The post Inteligencia artificial y analítica para potenciar su organización appeared first on SAS Blogs.

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From Solo Notebooks to Collaborative Powerhouse: VS Code Extensions for Data Science and ML Teams

Towards AI

Last Updated on August 8, 2024 by Editorial Team Author(s): Gift Ojeabulu Originally published on Towards AI. From Solo Notebooks to Collaborative Powerhouse: VS Code Extensions for Data Science and ML Teams Photo by Parabol | The Agile Meeting Toolbox on Unsplash In this article, we will explore the essential VS Code extensions that enhance productivity and collaboration for data scientists and machine learning (ML) engineers.

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Tick-Tock: Using Pendulum For Easy Date And Time Management In Python

KDnuggets

Explore Python's Pendulum library for simplified date & time handling and timezone management.

Python 296
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The Soul of Maintaining a New Machine

Hacker News

Books in Progress is what we call a “public drafting tool”: Drafts will be made available for comment from the public, allowing for direct collaboration between author and reader.

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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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IBM Prepares For A Quantum-Safe Future Using Crypto-Agility

MoorInsights for Forbes

IBM's Quantum Safe platform aims to protect organizations from future quantum threats to classical cryptography.

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Why Polars Destroy Pandas in All Possible Ways for Data Scientists?

Towards AI

Last Updated on August 8, 2024 by Editorial Team Author(s): Lazar Gugleta Originally published on Towards AI. One of the first Data Science libraries, Pandas, has been improving the lives of many developers across the globe, but Polars shows it is time to move on. Pandas needs no introduction, but this article will dive deep into answering the question of why Polars is better than Pandas (even the Author of Pandas agrees).

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7 AI Portfolio Projects to Boost the Resume

KDnuggets

Get noticed by recruiters and hiring managers by creating and documenting the following AI projects.

AI 300
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USPS Text Scammers Duped His Wife, So He Hacked Their Operation

Hacker News

The Smishing Triad network sends up to 100,000 scam texts per day globally. One of those messages went to Grant Smith, who infiltrated their systems and exposed them to US authorities.

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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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Emotional overlap Venn diagrams

FlowingData

I’m hearing murmurs that the Venn diagram is making a comeback. Six Seconds made a pair-wise matrix to show the emotions that stem from combining the emotions from the Inside Out movie.

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The Problem with Prompting… and What it Really is

Towards AI

Last Updated on August 6, 2024 by Editorial Team Author(s): Louis-François Bouchard Originally published on Towards AI. Advanced Prompting: Because Basic Instructions Were Just Too Boring This post is an older iteration of our weekly newsletter High Learning Rate. Follow it to get more of such posts 1 month before! Let’s discuss the current problem with prompting—more precisely, “advanced prompting” and those who call themselves “prompt engineers.

AI 103
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Time Series Data with NumPy

KDnuggets

Learn how to analyze the time series dataset with the Python package NumPy.

Python 314
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What I Saw in the Darién Gap

Hacker News

The Darién Gap was once considered impassable. Now hundreds of thousands of migrants are risking treacherous terrain, violence, hunger, and disease to travel through the jungle to the United States.

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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.