Thu.Sep 19, 2024

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Partial Functions in Python: A Guide for Developers

KDnuggets

In Python, functions often require multiple arguments, and you may find yourself repeatedly passing the same values for certain parameters. This is where partial functions can help. Python’s built-in functools module allows you to create partial functions.

Python 298
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DataOps.live Delivers New AIOps Capabilities with Snowflake Cortex and AWS Bedrock for End-to-End AI Workload Lifecycle Management

insideBIGDATA

DataOps.live, The Data Products Company™, announced the immediate availability of its new range of AIOps capabilities, a groundbreaking set of features that provides end-to-end lifecycle management of AI workloads from development to production.

AWS 269
professionals

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A Comprehensive Guide to Building Multimodal RAG Systems

Analytics Vidhya

Introduction Retrieval Augmented Generation systems, better known as RAG systems, have become the de-facto standard for building intelligent AI assistants answering questions on custom enterprise data without the hassles of expensive fine-tuning of large language models (LLMs). One of the key advantages of RAG systems is you can easily integrate your own data and augment […] The post A Comprehensive Guide to Building Multimodal RAG Systems appeared first on Analytics Vidhya.

Analytics 289
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How to Visualize Data with ggplot2 in R

KDnuggets

ggplot2 is a tool in R for making charts. You can create charts with dots, bars, or lines. You can also add layers to show more details. This article will help you learn how to use ggplot2 to create visualizations. Getting started with ggplot2 Before using ggplot2, you need to install it and.

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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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At 2024 AI Hardware & Edge AI Summit: Vasudev Lal, Principal AI Research Scientist, Cognitive AI, Intel Labs

insideBIGDATA

At the recent 2024 AI Hardware & Edge AI Summit in San Jose, Calif., I caught up with Vasudev Lal, Principal AI Research Scientist, Cognitive AI, Intel Labs, who took us on a tour of the happenings at Intel Labs, specifically around the field of Cognitive AI. He discussed some key projects that the Intel Cognitive AI team is running at this time, and how his team is advancing with Intel Gaudi AI accelerators.

AI 243
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100-Day GenAI Implementation Plan for Enterprises

Analytics Vidhya

Introduction Adopting generative AI can be a transformative journey for any company. However, the process of GenAI implementation can often be cumbersome and confusing. Rajendra Singh Pawar, chairman and co-founder of NIIT Limited, joined us at the DataHack Summit 2024, to share some valuable insights into how enterprises can implement GenAI. He has formulated a […] The post 100-Day GenAI Implementation Plan for Enterprises appeared first on Analytics Vidhya.

Analytics 261

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What is the Role of Generative AI in Personalizing Ad Content?

Analytics Vidhya

Introduction The world of advertisement has been under evolution since the conception of the barter system. Advertisers have found creative ways to bring their products to our attention. In the current age, consumers expect brands to understand their unique preferences, needs, and desires. With GenAI solutions, advertisers can engage users and drive business outcomes by […] The post What is the Role of Generative AI in Personalizing Ad Content?

AI 258
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10 GitHub Repositories for Deep Learning Enthusiasts

KDnuggets

Image generated with FLUX.1 [dev] and edited with Canva Pro The 10 GitHub Repository Education Series has been a hit among readers, so here is another list to help you master the basics of deep learning. This collection will guide you through understanding popular deep learning frameworks and various model architectures. In short, you.

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Llama 3.1 vs o1-preview: Which is Better?

Analytics Vidhya

Introduction Picture yourself on a quest to choose the perfect AI tool for your next project. With advanced models like Meta’s Llama 3.1 and OpenAI’s o1-preview at your disposal, making the right choice could be pivotal. This article offers a comparative analysis of these two leading models, exploring their unique architectures and performance across various […] The post Llama 3.1 vs o1-preview: Which is Better?

Analytics 255
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Fine-tuning Llama 3.1 with Long Sequences

databricks

Mosaic AI Model Training now supports fine-tuning up to 131K context length for Llama 3.1 models. More efficient training at long sequence lengths is made possible by several optimizations highlighted in this post.

AI 192
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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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5 Real-World Machine Learning Projects You Can Build This Weekend

Machine Learning Mastery

Building machine learning projects using real-world datasets is an effective way to apply what you’ve learned. Working with real-world datasets will help you learn a great deal about cleaning and analyzing messy data, handling class imbalance, and much more. But to build truly helpful machine learning models, it’s also important to go beyond training and […] The post 5 Real-World Machine Learning Projects You Can Build This Weekend appeared first on MachineLearningMastery.com.

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Establish your Generative AI expertise with the latest Databricks certification

databricks

The value of Generative AI, the deepened investment Databricks has made in the space, and how customers have benefited from the certification.

AI 240
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DirectX Adopting SPIR-V as the Interchange Format of the Future

Hacker News

Today the Direct3D and HLSL teams are excited to share some insight into the next big step for GPU programmability. Once Shader Model 7 is released, DirectX 12 will accept shaders compiled to SPIR-V™. The HLSL team is committed to open development processes and collaborating with The Khronos® Group and LLVM Project.

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A Comprehensive Guide to Vision Language Models (VLMs)

Analytics Vidhya

Introduction Imagine walking through an art gallery, surrounded by vivid paintings and sculptures. Now, what if you could ask each piece a question and get a meaningful answer? You might ask, “What story are you telling?” or “Why did the artist choose this color?” That’s where Vision Language Models (VLMs) come into play. These models, […] The post A Comprehensive Guide to Vision Language Models (VLMs) appeared first on Analytics Vidhya.

Analytics 137
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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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Forbes Marketplace: The Parasite SEO Company Trying to Devour Its Host

Hacker News

Are you sick of Forbes appearing in search results? For topics that Forbes doesn’t have any expertise in? Here’s the organic rankings for “best pet insurance”: Forbes ranks #2. Not sure a business website knows how pet insurance actually works. But okay.

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OpenAI’s o1-preview vs o1-mini: A Step Forward to AGI

Analytics Vidhya

Introduction On September 12th, OpenAI released an update titled “Learning to Reason with LLMs.” They introduced the o1 model, which is trained using reinforcement learning to tackle complex reasoning tasks. What sets this model apart is its ability to think before it answers. It generates a lengthy internal chain of thought before responding, allowing for […] The post OpenAI’s o1-preview vs o1-mini: A Step Forward to AGI appeared first on Analytics Vidhya.

Analytics 125
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Microsoft Teams with Startup Anduril on Army Combat Goggle System

Hacker News

Defense technology startup Anduril Industries Inc. is teaming up with Microsoft Corp. to improve the performance of new combat goggles for the US Army, Anduril said Thursday, in a project that may generate as much as $21.9 billion from the service over a decade.

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Watermarks might not save it Google, is GenAI on YouTube a good idea?

Dataconomy

Google is changing the game for video creation by bringing advanced AI models, Veo and Imagen 3, to YouTube Shorts. Over the next few months, creators will get access to Dream Screen , a tool that lets you generate AI-powered backgrounds and short video clips. While AI tech is already out there, this move makes it way easier for millions of creators and billions of users to use.

AI 113
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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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Digital signatures and how to avoid them

Hacker News

Wikipedia’s definition of a digital signature is: A digital signature is a mathematical scheme for verifying the authenticity of digital messages or documents. A valid digital signature on a message gives a recipient confidence that the message came from a sender known to the recipient.

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The Minesweeper algorithm: Probabilistic models and the integration of game theory

Dataconomy

The game Minesweeper is not only great fun but also a puzzle that entails a lot of complex mathematics and algorithmic problems. This is a well-recognized Windows attachment since the earlier operating system versions needed the player to expose the squares on a grid without triggering the many hidden mines. The simplicity of its play belies the deep strategic thinking it demands, based on probabilistic models and game theory principles.

Algorithm 113
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Anthropic – Introducing Contextual Retrieval

Hacker News

Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.

AI 176
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GenAI firm Runway partners with Hollywood giant Lionsgate

Dataconomy

Runway, a startup specializing in AI-powered video tools, has announced a big partnership with Lionsgate, the studio behind blockbusters like the John Wick and Twilight franchises. This collaboration will allow Runway to develop a custom AI video model trained on Lionsgate’s movie catalog, providing filmmakers, directors, and other creative talents access to cutting-edge AI tools designed to enhance their production work.

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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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OpenNMS: Visualize and monitor everything on your local and distributed networks

Hacker News

OpenNMS Features OpenNMS is an open source solution that helps you visualize and monitor everything on your local and remote networks. It offers comprehensive fault, performance, and traffic monitoring, and alarm generation in one place. Highly customizable and scalable, OpenNMS easily integrates with your core business applications and workflows.

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Unlocking smart living: 5G’s impact on everyday tech

Dataconomy

5G is more than just faster internet speeds; it’s transforming how we interact with technology in our daily lives. With devices like 5G-enabled Samsung phones, we’re stepping into a world where smart homes, wearable health devices, and even cities are becoming more connected, efficient, and responsive. For consumers, especially those aged 50-plus, this isn’t just a tech revolution; it’s an opportunity to make life simpler, safer, and more convenient.

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GitHub Notification Emails Hijacked to Send Malware

Hacker News

Malicious actors are abusing legitimate notification emails sent by GitHub to try and trick people into downloading malware.

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LinkedIn outreach limitations and how to overcome them

Dataconomy

As the LinkedIn professional network keeps having a positive momentum, its responsibility before the users is growing correspondingly. Every now and then, we see its Privacy Policy updates, as well as the adoption of new rules designed to limit the impact of the scammers’ and spammers’ activities. The LinkedIn algorithms determine the maximum number of actions a user can perform weekly and measure specific account activity metrics to identify suspensions activities and bring in measures.

Algorithm 103
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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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A flight search engine that combines flights from different airlines? (2014)

Hacker News

Is there a search engine that considers "mix&match" flight combinations? My current problem: I need to go from FRA to YLW (Frankfurt/Germany to Kelowna/Canada) on July 29th, and arrive no late.

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LinkedIn uses your personal data to train AI but who doesn’t?

Dataconomy

LinkedIn has quietly opted its users into training generative AI models without explicitly asking for consent, raising concerns about data privacy on the platform. According to a report by 404Media , LinkedIn made changes to its privacy policy, stating that user data can be used to train AI models. The platform has since updated the policy, now allowing users to opt-out of this practice.

AI 103
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An In-Depth Guide to Contrastive Learning: Techniques, Models, and Applications

Hacker News

Discover the fundamentals of contrastive learning, including key techniques like SimCLR, MoCo, and CLIP. Learn how contrastive learning improves unsupervised learning and its practical applications.

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7 foolproof steps to choose a trustworthy medical software development company

Dataconomy

Choosing the perfect medical software development company can feel like a needle-in-a-haystack challenge. With endless options and each company claiming to be the best, how do you navigate this overwhelming field to find the ideal partner for your project? Is there a foolproof strategy to ensure you choose healthcare software development services correctly?

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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.