Mon.Jul 29, 2024

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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 328
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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 319
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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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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?

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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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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 305

More Trending

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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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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 227
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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 299
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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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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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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 299
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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 207
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Infographic: Data Never Sleeps: AI Edition

insideBIGDATA

Our friends over at Domo (Nasdaq: DOMO) unveiled a special edition of its popular Data Never Sleeps (DNS) infographic, focused on the proliferation of artificial intelligence (AI). An extension of Domo’s award-winning annual DNS report, this AI Edition provides a deeper dive into the immense amount of AI data generated every minute and the impact this brings into our everyday lives.

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Ferrari exec foils deepfake attempt by asking a question only CEO could answer

Hacker News

“Sorry, Benedetto, but I need to identify you,” the executive said.

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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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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 160
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A Visual Guide to LLM Quantization

Hacker News

Exploring memory-efficient techniques for LLMs

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Embroidered landscapes

FlowingData

Victoria Rose Richards uses embroidery to depict aerial views and landscapes. The above was inspired by a local creek: I was once again directly inspired by my local landscape, copying the shape of the nearby estuary for this creek. Rather than an estuary though, I wanted to depict a receded river bed with dry mud and creeping plants starting to form across the base.

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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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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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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 123
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What adults lost when kids stopped playing in the street

Hacker News

In many ways, a world built for cars has made life so much harder for grown-ups.

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Build generative AI–powered Salesforce applications with Amazon Bedrock

AWS Machine Learning Blog

This post is co-authored by Daryl Martis and Darvish Shadravan from Salesforce. This is the fourth post in a series discussing the integration of Salesforce Data Cloud and Amazon SageMaker. In Part 1 and Part 2 , we show how Salesforce Data Cloud and Einstein Studio integration with SageMaker allows businesses to access their Salesforce data securely using SageMaker’s tools to build, train, and deploy models to endpoints hosted on SageMaker.

AWS 121
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FastHTML – Modern web applications in pure Python

Hacker News

Modern web applications in pure Python

Python 182
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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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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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An Open Course on LLMs, Led by Practitioners

Hacker News

A free survey course on LLMs, taught by practitioners.

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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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US border agents must get warrant before cell phone searches,federal court rules

Hacker News

Critics have long argued that wararantless device searches at the U.S. border are unconstitutional and violate the Fourth Amendment.

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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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Connect Amazon Q Business to Microsoft SharePoint Online using least privilege access controls

AWS Machine Learning Blog

Amazon Q Business is the generative artificial intelligence (AI) assistant that empowers employees with your company’s knowledge and data. Microsoft SharePoint Online is used by many organizations as a secure place to store, organize, share, and access their internal data. With generative AI, employees can get answers to their questions, summarize content, or generate insights from data stored in SharePoint Online.

Azure 112
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Missing Henry VIII portrait found after random X post

Hacker News

A historian spots the work from the 1590s in the background of a photo shared on the social media site.

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Best Cybersecurity Practices for Companies Using AI

Smart Data Collective

There are a lot of cybersecurity risks for companies that rely on AI, but they can be rectified if you take the right steps.

AI 111
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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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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.