Mon.Jul 01, 2024

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Build a Travel Assistant Chatbot with HuggingFace, LangChain, and MistralAI

Analytics Vidhya

Introduction Planning a trip can be challenging these days. With so many choices for flights, hotels, and activities, travelers often find it difficult to pick the best options. Our Yatra Sevak.Ai chatbot is here to help. Imagine having a personal travel assistant at your fingertips someone who can book flights, find great hotels, recommend local […] The post Build a Travel Assistant Chatbot with HuggingFace, LangChain, and MistralAI appeared first on Analytics Vidhya.

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Harnessing Enterprise AI: Innovations & Wins at Databricks

databricks

Discover how Databricks unlocks the transformative power of enterprise AI, from fraud detection to financial forecasting, and learn to harness AI's potential in your business.

AI 331
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Functional Dependency in DBMS

Analytics Vidhya

Introduction It is important for anybody working in the field of data science to know how databases work. My name is Sabreena. Functional dependency is one of the most basic concepts to understand when it comes to database management. It helps in the design, normalization, and optimization of relational databases, which makes it pivotal for […] The post Functional Dependency in DBMS appeared first on Analytics Vidhya.

Database 328
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How to Navigate the Filesystem Using Bash

KDnuggets

Let's take a look at how to navigate the Unix/Linux filesystem using bash.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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How to Build AI Agents Using “Tool Use”?

Analytics Vidhya

Introduction Before talking about AI Agents, It is imperative to understand the lifespan of a sophisticated language model like GPT. A large language model such as GPT starts its lifespan with pretraining when it learns from a massive corpus of textual data to establish a basic grasp of the language. The next step is supervised […] The post How to Build AI Agents Using “Tool Use”?

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Defining The Angle Of Mature Cloud

Adrian Bridgwater for Forbes

As modern as we assume all cloud computing deployments to be, the wider approach to cloud is not wholly modern from a standardized platform management perspective.

More Trending

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Training MoEs at Scale with PyTorch and Databricks

databricks

Mixture-of-Experts (MoE) has emerged as a promising LLM architecture for efficient training and inference. MoE models like DBRX , which use multiple expert.

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How to Build a SQL Agent with CrewAI and Composio?

Analytics Vidhya

Introduction SQL is easily one of the most important languages in the computer world. It serves as the primary means for communicating with relational databases, where most organizations store crucial data. SQL plays a significant role including analyzing complex data, creating data pipelines, and efficiently managing data warehouses. However, writing optimized SQL queries can often […] The post How to Build a SQL Agent with CrewAI and Composio?

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The World Needs More Cyber Security Analysts!

KDnuggets

3 courses to get your foot in the door…

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What are Logarithms and Exponents in Complexity Analysis?

Analytics Vidhya

Introduction Logarithms and exponents are crucial in evaluating the efficiency of algorithms in computer science. This article discusses these mathematical concepts, detailing their significance in complexity analysis and offering practical examples to demonstrate their applications. Let’s also see and understand how logarithms and exponents impact algorithm performance.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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How To Leverage Docker Cache for Optimizing Build Speeds

KDnuggets

Want to make your Docker builds much faster? Learn how to do so by leveraging Docker's layer caching mechanism.

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What Are Composite Keys in DBMS?

Analytics Vidhya

Introduction Keys play a crucial role in Database Management Systems (DBMS) like SQL. They ensure data integrity and efficient data retrieval in databases. Among the various types of keys, composite keys are particularly significant in complex database designs. In this article, we will explore what composite keys are, how they work, and how to use […] The post What Are Composite Keys in DBMS?

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Top Trending AI Memes and Jokes

Data Science Dojo

Artificial intelligence (AI) is rapidly transforming our world, from self-driving cars to hilarious mistakes by chatbots. But what about the lighter side of AI? AI can be more than just algorithms and robots; it can be a source of amusement and creativity. This blog is here to explore the funny side of AI. We’ll delve into AI’s attempts at writing stories and poems, discover epic AI fails, and explore the quirky ways AI interacts with the world.

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Announcing insideAI NEWS – Illuminating AI’s Frontiers: Your Go-To News Destination

insideBIGDATA

insideBIGDATA, the leading source for news and insights about artificial intelligence, is proud to announce the relaunch and rebranding of the publication as insideAI News. The revamped platform will offer comprehensive coverage of AI technology and implementation strategies across multiple industries, including healthcare, security, financial services, automation, and agriculture.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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Top 3 mistakes to avoid when hiring an IT professional

Dataconomy

Sourcing competent IT professionals is a real struggle now. Employers’ expectations and employees’ demands are growing, while there are too few candidates to fill the vacancies. However, finding an employee who would meet your requirements is only half the battle. The most difficult part is to convince them to think about changing jobs. So, if you struggle to hire software developers Colombia , or elsewhere in the world, stay away from the following top three mistakes of IT recruiters. 1.

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Enhancing Business Innovation and Operational Efficiency Through Historical Data

insideBIGDATA

In this contributed article, Adrian Kunzle, Chief Technology Officer at Own Company, discusses strategies around using historical data to understand their businesses better and fill gaps are often overlooked. When organizations maximize historical data, they can improve AI-driven decisions, reduce the overhead of data warehouses and ETL processes, while simultaneously driving portability and automation.

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Remote Unauthenticated Code Execution in OpenSSH Server

Hacker News

The Qualys Threat Research Unit (TRU) has discovered a Remote Unauthenticated Code Execution (RCE) vulnerability in OpenSSH’s server (sshd) in glibc-based Linux systems.

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EU dreams data centers that work “above clouds”

Dataconomy

EU-funded project is set to change the course of digital storage by launching data centers into space, aiming to reduce Earth-bound energy consumption and enhance data sovereignty. There’s a rapid increase in the need for data centers, leading EU to explore space-based storage solutions to reduce reliance on energy-intensive ground facilities.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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Welcome to Ladybird

Hacker News

We're building Ladybird, a truly independent web browser, backed by a non-profit.

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Build a self-service digital assistant using Amazon Lex and Knowledge Bases for Amazon Bedrock

AWS Machine Learning Blog

Organizations strive to implement efficient, scalable, cost-effective, and automated customer support solutions without compromising the customer experience. Generative artificial intelligence (AI)-powered chatbots play a crucial role in delivering human-like interactions by providing responses from a knowledge base without the involvement of live agents.

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Show HN: I created an After Effects alternative

Hacker News

Pikimov is a free web-based motion design and video editor

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Identify idle endpoints in Amazon SageMaker

AWS Machine Learning Blog

Amazon SageMaker is a machine learning (ML) platform designed to simplify the process of building, training, deploying, and managing ML models at scale. With a comprehensive suite of tools and services, SageMaker offers developers and data scientists the resources they need to accelerate the development and deployment of ML solutions. In today’s fast-paced technological landscape, efficiency and agility are essential for businesses and developers striving to innovate.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Booting Linux Off of Google Drive

Hacker News

Competitiveness is a vice of mine. When I heard that a friend got Linux to boot off of NFS, I had to one-up her. I had to prove that I could create.

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Age differences between world leaders and the populations they serve

FlowingData

The ages of American presidential candidates are old when compared to the ages of world leaders. Some of that is related to the age of the populations the leaders serve but not a lot. For the Washington Post, Ruby Mellen, Kevin Crowe, and Artur Galocha charted the gaps for all countries.

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When RAND made magic in Santa Monica

Hacker News

RAND’s halcyon days lasted two decades, during which the corporation produced some of the most influential developments in science and American foreign policy. So how did it become just another think tank?

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Leveraging Big Data and AI: How Forex Trading Robots Are Transforming Financial Markets

Smart Data Collective

Big Data & AI in Forex: Discover how trading robots are revolutionizing financial markets and unlocking new strategies for success.

Big Data 121
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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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A Git story: Not so fun this time

Hacker News

Comments

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How to Recruit Cybersecurity Experts You Can Trust

Smart Data Collective

Find Trustworthy Cybersecurity Experts: Master the art of recruiting top talent to ensure your organization's safety.

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Pharma firms stash profits in Europe's tax havens

Hacker News

Investigate Europe finds 15 of the world’s biggest drugmakers operate more than 1,300 subsidiaries in tax havens, as they amassed over €580 billion in global profits over the past five years. Meanwhile, patients face life-threatening delays for medicines due to high drug prices.

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Digital Whiteboards Help Companies Leverage Big Data

Smart Data Collective

Digital Whiteboards: Revolutionize your data strategy with tools that transform big data into actionable insights.

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?