Tue.Jun 25, 2024

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5 Tips to Step Up Your Data Science Game Right Away

KDnuggets

This article intends to provide practical advice for becoming a better data scientist by focusing on five different areas of proficiency. Whether you are starting out, or looking to get grounded after years as a practitioner, jump in and elevate your game.

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Automating Web Search Using LangChain and Google Search APIs

Analytics Vidhya

Introduction Artificial intelligence is expanding in the modern world because to a multitude of studies and inventions in the field from various startups and organizations. Researchers and innovators are creating a wide range of tools and technology to support the creation of LLM-powered applications. With the aid of AI and NLP innovations like LangChain and […] The post Automating Web Search Using LangChain and Google Search APIs appeared first on Analytics Vidhya.

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DLT pipeline development made simple with notebooks

databricks

We’re just a couple weeks removed from the biggest Data + AI Summit in history, where we introduced Databricks LakeFlow , a unified.

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How to Build a LangChain Chatbot with Memory?

Analytics Vidhya

Introduction Chatbots have become an integral part of modern applications, providing users with interactive and engaging experiences. In this guide, we’ll create a chatbot using LangChain, a powerful framework that simplifies the process of working with large language models. Our chatbot will have the following key features: By the end of this article, you’ll have […] The post How to Build a LangChain Chatbot with Memory?

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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 Create Minimal Docker Images for Python Applications

KDnuggets

This tutorial will teach you how to create minimal Docker images for Python applications.

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Efficient LLM Workflows with LangChain Expression Language

Analytics Vidhya

Introduction The advancements in LLM world is growing fast and the next chapter in AI application development is here. LangChain Expression Language (LCEL) isn’t just an upgrade—it’s a game-changer. Initially known for proof-of-concepts, LangChain has rapidly evolved into a powerhouse Python library for LLM interactions. With the introduction of LCEL in August 2023, it’s now […] The post Efficient LLM Workflows with LangChain Expression Language appeared first on Analytic

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SQL DELETE Statement

Analytics Vidhya

Introduction If you are someone who handles databases at work, I’m sure you use SQL a lot. Doesn’t SQL make it a breeze to work with and edit the contents of large databases? With so many built-in functions for all kinds of queries, SQL is a must-know tool for all data scientists and data analysts. […] The post SQL DELETE Statement appeared first on Analytics Vidhya.

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5 Effective Ways to Handle Imbalanced Data in Machine Learning

Machine Learning Mastery

Introduction Here’s a something that new machine learning practitioners figure out almost immediately: not all datasets are created equal. It may now seem obvious to you, but had you considered this before undertaking machine learning projects on a real world dataset? As an example of a single class vastly outnumbering the rest, take for instance […] The post 5 Effective Ways to Handle Imbalanced Data in Machine Learning appeared first on MachineLearningMastery.com.

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Introduction to SQL Union

Analytics Vidhya

Introduction SQL is an important tool that every data scientist and data analyst should know. Its UNION statement allows you to combine the results of two or more SQL SELECT statements. The SELECT command may be on the same table or a different table. We will delve into the basics of UNION and explore different […] The post Introduction to SQL Union appeared first on Analytics Vidhya.

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The Impact of AI on the Tech Industry

KDnuggets

The far-reaching and rapidly evolving dynamics of the AI landscape, cover the benefits and challenges.

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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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From Incremental to Exponential: Revolutionizing Generative AI

Analytics Vidhya

In our latest Leading with Data episode, Dr. Manish Gupta joins us with a global perspective, honed by leading teams across India, Australia, and the US. He previously led VideoKen, a pioneering video technology startup, and played a key role in directing research centers for Xerox and IBM in India. His impressive experience includes leading […] The post From Incremental to Exponential: Revolutionizing Generative AI appeared first on Analytics Vidhya.

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Automating Radiology Workflow with Large Language Models on Databricks

databricks

Radiology is an important component of diagnosing and treating disease through medical imaging procedures such as X-rays, computed tomography (CT), magnetic resonance imaging.

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The Rise of Streaming Data and Its Cost Efficiency – How Did We Get Here?

insideBIGDATA

In this contributed article, Sijie Guo, Founder and CEO of Streamnative, believes that with remote work entrenched in the post-pandemic enterprise, organizations are restructuring their technology stack and software strategy for a new, distributed workforce. Real-time data streaming has emerged as a necessary and cost efficient way for enterprises to scale in an agile way.

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Nvidia’s DLSS: Deep Learning Super Sampling

Analytics Vidhya

Introduction Nvidia is a US-based corporation, headquartered in Santa Clara, California. Recently, it became the largest company in the world, by market cap. This is mainly because of the AI boom and demand for AI chips. Their high-performance GPUs are well-known. These GPUs have had a significant influence on gaming and artificial intelligence. Deep Learning […] The post Nvidia’s DLSS: Deep Learning Super Sampling appeared first on Analytics Vidhya.

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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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The Rise of Streaming Data and Its Cost Efficiency – How Did We Get Here?

insideBIGDATA

In this contributed article, Sijie Guo, Founder and CEO of Streamnative, believes that with remote work entrenched in the post-pandemic enterprise, organizations are restructuring their technology stack and software strategy for a new, distributed workforce. Real-time data streaming has emerged as a necessary and cost efficient way for enterprises to scale in an agile way.

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Now on-demand: Data + AI Summit sessions for data architects, engineers, and scientists

databricks

Thousands of data architects, engineers, and scientists met at Data + AI Summit in San Francisco to hear from industry luminaries like Fei.

AI 187
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Boomi, Connor Group, and a Cohort of Academic Researchers Collaborate to Deliver Enterprise Risk Framework for Generative AI 

insideBIGDATA

Boomi™, the intelligent integration and automation leader, along with Connor Group, a leading specialized professional services firm, in association with professors David Wood (Brigham Young University Marriott School), Scott Emett (Arizona State University W.P. Carey School of Business), and Marc Eulerich (University of Duisberg-Essen) Mercator School of Management), announced the Enterprise GenAI Governance Framework — the first-ever enterprise risk framework for generative artificial intellig

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ESM3: Simulating 500M years of evolution with a language model

Hacker News

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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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Boomi, Connor Group, and a Cohort of Academic Researchers Collaborate to Deliver Enterprise Risk Framework for Generative AI 

insideBIGDATA

Boomi™, the intelligent integration and automation leader, along with Connor Group, a leading specialized professional services firm, in association with professors David Wood (Brigham Young University Marriott School), Scott Emett (Arizona State University W.P. Carey School of Business), and Marc Eulerich (University of Duisberg-Essen) Mercator School of Management), announced the Enterprise GenAI Governance Framework — the first-ever enterprise risk framework for generative artificial intellig

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Waymo One is now open to everyone in San Francisco

Hacker News

The wait is over. Starting today, anyone can hail a ride with Waymo in San Francisco. Rain, shine or Karl the Fog, just download the app, and ride.

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The Shape Of The Composable Enterprise

Adrian Bridgwater for Forbes

We’re in the age of application programming interfaces where API connectivity gives us maps inside our taxi apps and currency calculators inside our travel booking apps.

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ICC judges issue arrest warrants against Shoigu and Gerasimov

Hacker News

On 24 June 2024, Pre-Trial Chamber II of the International Criminal Court (“ICC” or “Court”), composed of Judge Rosario Salvatore Aitala, Presiding, Judge Sergio Gerardo Ugalde Godínez and Judge Haykel Ben Mahfoudh, issued warrants of arrest for two individuals, Mr Sergei Kuzhugetovich Shoigu and Mr Valery Vasilyevich Gerasimov, in the context of the situation in Ukraine for alleged international crimes committed from at least 10 October 2022 until at least 9 March 2023.

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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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HPE Discover: Bringing AI To The Enterprise In A Consumable Way

MoorInsights for Forbes

At the annual HPE Discover conference, HPE placed a big bet on bringing private cloud-based AI to enterprises through a broad-ranging partnership with Nvidia.

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Microsoft charged with EU antitrust violations for bundling Teams

Hacker News

Microsoft could face a hefty fine or remedies.

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AI21 Labs Jamba-Instruct model is now available in Amazon Bedrock

AWS Machine Learning Blog

We are excited to announce the availability of the Jamba-Instruct large language model (LLM) in Amazon Bedrock. Jamba-Instruct is built by AI21 Labs, and most notably supports a 256,000-token context window, making it especially useful for processing large documents and complex Retrieval Augmented Generation (RAG) applications. What is Jamba-Instruct Jamba-Instruct is an instruction-tuned version of the Jamba base model, previously open sourced by AI21 Labs, which combines a production grade-mod

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Microsoft removes documentation for switching to a local account in Windows 11

Hacker News

But most Microsoft account sign-in workarounds for Windows 11 continue to work.

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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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Build an automated insight extraction framework for customer feedback analysis with Amazon Bedrock and Amazon QuickSight

AWS Machine Learning Blog

Extracting valuable insights from customer feedback presents several significant challenges. Manually analyzing and categorizing large volumes of unstructured data, such as reviews, comments, and emails, is a time-consuming process prone to inconsistencies and subjectivity. Scalability becomes an issue as the amount of feedback grows, hindering the ability to respond promptly and address customer concerns.

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Testing AMD's Giant MI300X

Hacker News

AMD's Radeon Instinct MI300X is the latest in the company's compute focused CDNA line. NVIDIA has dominated the GPU compute market for time immemorial, thanks to a combination of strong compute GPUs and a dominant software ecosystem (CUDA) that isn't compatible with competing GPUs.

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Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models

Machine Learning Research at Apple

Open Domain Question Answering (ODQA) within natural language processing involves building systems that answer factual questions using large-scale knowledge corpora. Recent advances stem from the confluence of several factors, such as large-scale training datasets, deep learning techniques, and the rise of large language models. High-quality datasets are used to train models on realistic scenarios and enable the evaluation of the system on potentially unseen data.

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Loneliness trajectories are associated with midlife conspiracist worldviews

Hacker News

In the age of misinformation, conspiracy theories can have far-reaching consequences for individuals and society. Social and emotional experiences throughout the life course, such as loneliness, may be associated with a tendency to hold conspiracist worldviews. Here, we present results from a population-based sample of Norwegians followed for almost three decades, from adolescence into midlife (N = 2215).

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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?