Mon.Jul 29, 2024

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Unlocking AI’s Potential: How to Build High-quality Data Foundations

insideBIGDATA

In this contributed article, Chris Round, Senior Product Manager at Lakeside Software, suggests that AI’s critical flaw is that it doesn’t know good data from bad - it just knows data. So your AI is only as good as its underlying foundations.

AI 259
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How to Build a Conversational Chatbot with GPT-4o?

Analytics Vidhya

Introduction Chatbots are now essential tools for developers and organizations alike in the rapidly changing fields of artificial intelligence and natural language processing. A chatbot’s capacity to retain context during a conversation is essential to developing one that is genuinely interesting and intelligent. With an emphasis on managing conversation history to provide more human-like interactions, […] The post How to Build a Conversational Chatbot with GPT-4o?

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Couchbase Study: Financial Services Organizations Ramp Up for GenAI Despite Infrastructure Concerns

insideBIGDATA

Couchbase’s recent survey of 500 global IT leaders uncovered that while financial services organizations will increase IT modernization investment by a third (33%) in 2024, they still feel unprepared for growing data demands.

AI 221
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Automated Text Summarization with Sumy Library

Analytics Vidhya

Introduction Imagine you’re tasked with reading through mountains of documents, extracting the key points to make sense of it all. It feels overwhelming, right? That’s where Sumy comes in, acting like a digital assistant with the power to swiftly summarize extensive texts into concise, digestible insights. Picture yourself cutting through the noise and focusing on […] The post Automated Text Summarization with Sumy Library appeared first on Analytics Vidhya.

Analytics 281
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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Building Data Science Pipelines Using Pandas

KDnuggets

Learn to build the end-to-end data science pipelines from data ingestion to data visualization using Pandas pipe method.

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What is CONCAT in SQL?

Analytics Vidhya

Introduction The CONCAT function in Structured Query Language (SQL) connects or concatenates two or more strings into a single string. This feature is crucial for data formatting and modification, which makes it an indispensable tool for database developers and administrators. Furthermore, concatenating strings can be done with the + operator in certain SQL dialects.

SQL 263

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Top 30+ MySQL Interview Questions

Analytics Vidhya

Introduction As you prepare for your MySQL interview, consider the wide range of topics you may encounter. MySQL is a key tool in data management and analytics. This guide presents over 30 MySQL interview questions, covering both theory and practical skills. Topics range from basic definitions to complex query optimization. By reviewing these questions, you’ll […] The post Top 30+ MySQL Interview Questions appeared first on Analytics Vidhya.

Analytics 259
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CMU-MATH Team’s Innovative Approach Secures 2nd Place at the AIMO Prize

ML @ CMU

Recently, our CMU-MATH team proudly clinched 2nd place in the Artificial Intelligence Mathematical Olympiad (AIMO) out of 1,161 participating teams, earning a prize of $65,536! This prestigious competition aims to revolutionize AI in mathematical problem-solving, with the ultimate goal of building a publicly-shared AI model capable of winning a gold medal in the International Mathematical Olympiad (IMO).

Algorithm 216
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Tool-Calling with Llama 3.1: Integrating Real-Time Data in Open-Source Models

Analytics Vidhya

Introduction Meta has been at the forefront when it comes to the open-source of Large Language Models. The release of the Llama architecture has led the world to believe that there is hope in the open-source models to reach the performance of the current state-of-the-art models. Meta has been continuously improving their family of models […] The post Tool-Calling with Llama 3.1: Integrating Real-Time Data in Open-Source Models appeared first on Analytics Vidhya.

Analytics 257
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Generative AI for Capital Markets

databricks

Financial Valuations & Comparative Analysis Financial institutions specialized in capital markets such as hedge funds, market makers and pension funds have long been.

AI 208
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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Building Smart AI Agents with LangChain

Analytics Vidhya

Introduction Imagine introducing your grandmother to the marvels of artificial intelligence by letting her interact with ChatGPT, witnessing her excitement as the AI engages in a seamless conversation. This article explores how you can create your own intelligent AI agents using LangChain, a powerful Python library that simplifies the development process.

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How to Perform Memory-Efficient Operations on Large Datasets with Pandas

KDnuggets

Let's learn how to perform memory-efficient operations in pandas with large dataset.

Python 276
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5 DIY Python Functions for Data Cleaning

Machine Learning Mastery

Data cleaning: whether you love it or hate it, you likely spend a lot of time doing it. It’s what we signed up for. There’s no understanding, analyzing, or modeling data without first cleaning it. Making sure we have reusable tools handy for data cleaning is essential. To that end, here are 5 DIY functions […] The post 5 DIY Python Functions for Data Cleaning appeared first on MachineLearningMastery.com.

Python 156
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Running One-man SaaS for 9 Years

Hacker News

Healthchecks.io launched in July 2015, which means this year we turn 9. Time flies! Previous status updates: In 2018, My One-person SaaS Side Project Celebrates its Third Birthday In 2021, Healthchecks Turns 6, Status Update Money Healthchecks.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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5 Top Machine Learning Courses You Can Take in 2024

KDnuggets

Forget about going to university and become a machine learning professional with these 5 top certifications.

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Amazon's exabyte-scale migration from Apache Spark to Ray on EC2

Hacker News

Large-scale, distributed compute framework migrations are not for the faint of heart. There are backwards-compatibility constraints to maintain, performance expectations to meet, scalability limits to overcome, and the omnipresent risk of introducing breaking changes to production.

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Why Django is one of the best frameworks for web development?

Dataconomy

Django is a high-level open source framework written in the Python programming language. It uses MVT architecture, which allows developers to quickly and easily build complex web applications. In this article, you will learn about the benefits of Django that make it one of the best frameworks for web development. This will help you understand if Django development services are suitable for developing your project.

Python 113
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AWS Code Commit Ceased Onboarding New Customers

Hacker News

"CreateRepository request is not allowed because there is no existing repository in this AWS account or AWS Organization" Tried creating a repository on my root account and a full access admin acc.

AWS 178
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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Has ChatGPT changed our lives?

Dataconomy

ChatGPT has revolutionized the world, with AI becoming the norm and people needing chatbots for routine purposes. Has ChatGPT changed our lives completely? Absolutely, in so many ways, and it’s expected to continue doing so with key advancements led by OpenAI. ChatGPT’s Evolution has been a historic event that has led humankind into a new era of technology.

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Lewis H. Lapham, Harper's Editor and Piercing Columnist, Dies at 89

Hacker News

Born into a patrician family, he used Harper’s and later his own Lapham’s Quarterly to denounce what he saw as the hypocrisies and injustices of a spoiled United States.

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How to tweak with camera angles on Midjourney?

Dataconomy

If you’re on the hunt for the most effective prompts to master the art of manipulating Midjourney camera angles, you’ve come to the right place. Our guide is designed to not only offer you a plethora of creative examples but also to provide you with a selection of impactful keywords that can transform your artistic approach. Prompts for all Midjourney camera angles At the heart of Midjourney lies the power of detailed prompts.

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Functional languages should be so much better at mutation than they are

Hacker News

A lot of people think that functional programming is mostly about avoiding mutation at all costs. Even though persistent data structures are great and there is definitely some truth to it, this view just doesn't really hold up in reality. Many data structures fundamentally require some form of mutation (e.g. union find) and even something simple like a persistent sequential data structure that allows both fast appends and fast random access is orders of magnitude more complicated and still

Algorithm 174
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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Ryzen AI 9 HX 370 under scope: ASUS Zenbook S16 gets its treat

Dataconomy

AMD’s Zen 5 generation debuts with the Ryzen AI 300 series laptops, introducing the Ryzen AI 9 HX 370 chip as its flagship SoC, ahead of the desktop processors. This introduction in the Asus Zenbook S16 marks the first use of the Zen 5 architecture in a consumer device, amidst a brief postponement of the Ryzen 900 series. Welcome aboard Ryzen AI 9 HX 370 The Ryzen AI 9 HX 370 is designed to deliver enhanced computational power and efficiency.

AI 103
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How LG and Samsung Are Making TV Screens Disappear

Hacker News

A transparent television might seem like magic, but both LG and Samsung demonstrated such displays this past January in Las Vegas at CES 2024. And those large transparent TVs, which attracted countless spectators peeking through video images dancing on their screens, were showstoppers. Although they are indeed impressive, transparent TVs are not likely to appear—or disappear—in your living room any time soon.

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Improve the productivity of your customer support and project management teams using Amazon Q Business and Atlassian Jira

AWS Machine Learning Blog

Effective customer support and project management are critical aspects of providing effective customer relationship management. Atlassian Jira , a platform for issue tracking and project management functions for software projects, has become an indispensable part of many organizations’ workflows to ensure success of the customer and the product. However, extracting valuable insights from the vast amount of data stored in Jira often requires manual efforts and building specialized tooling.

AWS 124
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Four billion years in four minutes – Simulating worlds on the GPU

Hacker News

This post delves into the implementation of my procedural earth simulation, written entirely in GLSL fragment shaders. It simulates the complete history of an earth-like planet in a few minutes, with the simulation updating at 60 frames per second.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Innovation of processing incoming reviews using AI

Dataconomy

User evaluations heavily influence customers’ behaviors and purchase decisions in today’s digital environment. Businesses need help to effectively process and evaluate all these user opinions generated across various platforms daily to gain valuable insights. Realreviews.io is in charge of artificial intelligence (AI) detection of fraud reviews while innovatively processing inbound reviews and using user input for marketing research purposes to optimize product offerings further.

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Artificial intelligence gives weather forecasters a new edge

Hacker News

The brainy machines are predicting global weather patterns with new speed and precision, doing in minutes and seconds what once took hours.

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Best apps every student should use

Dataconomy

Students have access to a myriad of applications that improve study, productivity, and living in the digital era. This article details the best game-changing applications every student should consider. Study and learning Practical study tools are essential for academic success. These apps provide valuable resources and support for learning, making study sessions more productive and engaging.

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Movable tree CRDTs and Loro's implementation

Hacker News

This article introduces the implementation difficulties and challenges of Movable Tree CRDTs when collaboration, and how Loro implements it and sorts child nodes. The algorithm has high performance and can be used in production.

Algorithm 148
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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.