Wed.Jul 10, 2024

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Comprehensive Guide to Build AI Agents from Scratch

Analytics Vidhya

Introduction This article introduces the ReAct pattern for improved capabilities and demonstrates how to create AI agents from scratch. It covers testing, debugging, and optimizing AI agents in addition to tools, libraries, environment setup, and implementation. This tutorial gives users the skills they need to create effective AI agents, regardless of whether they are developers […] The post Comprehensive Guide to Build AI Agents from Scratch appeared first on Analytics Vidhya.

AI 364
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How to Merge Large DataFrames Efficiently with Pandas

KDnuggets

Let's learn how to efficiently merge large Pandas dataframes.

Python 316
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What are the Radial Basis Functions Neural Networks?

Analytics Vidhya

Introduction Radial Basis Function Neural Networks (RBFNNs) are a type of neural network that uses radial basis functions for activation. They are effective in applications like pattern-recognition, interpolation, and timeseries forecasting. Unlike conventional neural networks that employ different activation functions across multiple neuron layers, RBFNNs feature a unique structure that enhances their performance in specific […] The post What are the Radial Basis Functions Neural Networks

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Principles of Reinforcement Learning: An Introduction with Python

Machine Learning Mastery

Reinforcement Learning (RL) is a type of machine learning. It trains an agent to make decisions by interacting with an environment. This article covers the basic concepts of RL. These include states, actions, rewards, policies, and the Markov Decision Process (MDP). By the end, you will understand how RL works. You will also learn how […] The post Principles of Reinforcement Learning: An Introduction with Python appeared first on MachineLearningMastery.com.

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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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A Comprehensive Guide on Building AI Agents with AutoGPT

Analytics Vidhya

Introduction When you think about AI agents, do you imagine an assistant like R2-D2 from Star Wars, always ready to help? Or maybe WALL-E, the robot on a mission to clean up Earth? Maybe your mind drifts to Ava from Ex Machina, exploring AI? While today’s technology hasn’t reached this point of creating sentient beings […] The post A Comprehensive Guide on Building AI Agents with AutoGPT appeared first on Analytics Vidhya.

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Elevated Infrastructure, Hitachi Vantara Up-Front On Backend Optimization

Adrian Bridgwater for Forbes

WIll unloved technology infrastructures finally be regarded like “cool new apps” across upper level of enterprise information technology?

Big Data 292

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Probability: A Statology Primer

KDnuggets

Learn all about probability with this collection of tutorials from our sister site Statology.

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How to Use Aliases in SQL?

Analytics Vidhya

Introduction Ever felt like your SQL queries could use a bit of a readability boost? Enter SQL aliases. These nifty tools let you give your tables and columns temporary nicknames, making your queries clearer and easier to handle. This article will discuss all the use cases of alias clauses, like renaming columns and tables and […] The post How to Use Aliases in SQL?

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GridGain Advances Its Unified Real-Time Data Platform to Help Enterprises Accelerate AI-Driven Data Processing

insideBIGDATA

GridGain® announced version 9 of the GridGain Unified Real-Time Data Platform. Building on the proven multi-dimensional data processing and analytics capabilities of version 8, GridGain 9 delivers the most stable, resilient, and high-performant solution for ultra-low latency data applications, powering the extreme speed, scale, durability and reliability critical to modern enterprise use cases and AI.

AI 243
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Seamlessly Extract Text from PDFs with Indexify and PaddleOCR

Analytics Vidhya

Introduction In the ever-evolving landscape of data processing, extracting structured information from PDFs remains a formidable challenge, even in 2024. While numerous models excel at question-answering tasks, the real complexity lies in transforming unstructured PDF content into organized, actionable data. Let’s explore this challenge and discover how Indexify and PaddleOCR can be the tools we […] The post Seamlessly Extract Text from PDFs with Indexify and PaddleOCR appeared first

Analytics 290
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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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The Rise of Embedded Analytics and Embedded AI: Proportional Business Value at Last?

insideBIGDATA

In this contributed article, Artyom Keydunov, co-founder and CEO of Cube, believes that although business intelligence (BI) solutions have gone a long way to make more data available to non-technical users, challenges remain. With a universal semantic layer, organizations can create curated, intuitive data experiences that are more accessible than ever, enabling users to derive far more value from enterprise data.

Analytics 243
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Object Detection Algorithms: R-CNN, Fast R-CNN, Faster R-CNN, and YOLO

Analytics Vidhya

Introduction Think of letting a computer not only see something but also comprehend it. This is at the heart of object detection and a key application area in Computer Vision that has dramatically changed how machines interact with the world. Self-driving cars traversing through packed streets or security mechanisms recognize potential threats, and object detection […] The post Object Detection Algorithms: R-CNN, Fast R-CNN, Faster R-CNN, and YOLO appeared first on Analytics Vidhya.

Algorithm 287
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6 Best AI Newsletters to Subscribe in 2024

Data Science Dojo

In the ever-evolving landscape of artificial intelligence (AI), staying informed about the latest advancements, tools, and trends can often feel overwhelming. This is where AI newsletters come into play, offering a curated, digestible format that brings you the most pertinent updates directly to your inbox. Whether you are an AI professional, a business leader leveraging AI technologies, or simply an enthusiast keen on understanding AI’s societal impact, subscribing to the right newsletters can

AI 195
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Top 30 PySpark Interview Questions and Answers

Analytics Vidhya

Introduction PySpark is an interface for Apache Spark in Python, designed to leverage Spark’s features such as Spark SQL, Spark DataFrame, Spark Streaming, Spark Core, and Spark MLlib. It processes structured and semi-structured datasets efficiently by providing optimized APIs, allowing seamless data handling from various sources. The integration of Apache Spark with Python, originally written […] The post Top 30 PySpark Interview Questions and Answers appeared first on Analytics Vid

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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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Proscia Strengthens Leadership Position In AI-enabled Diagnostic Pathology Market

insideBIGDATA

Proscia®, a global leader in AI-enabled pathology solutions for precision medicine, has expanded its leadership position in the diagnostic pathology market. The company has grown its clinical customer base by more than 100% in the past year. Among its other highlights, Proscia was recognized by KLAS Research in a June 2024 Emerging Company Spotlight report and released findings from a study conducted with Quest Diagnostics, a leading provider of diagnostic information services, on the impact of

AI 195
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The future of email marketing: Predictions and trends

Dataconomy

Email marketing has evolved significantly over the past few decades. From simple, text-based emails to sophisticated, data-driven campaigns, the landscape of email marketing continues to change. As we look towards the future, several predictions and trends are emerging that promise to shape the way businesses connect with their audiences. This article explores these key trends and offers insights into what the future holds for email marketing. 1.

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I was an MIT educated neurosurgeon – now I'm alone in the mountains [video]

Hacker News

Here, I share my story about how I spent the last two decades of my life as a neurosurgeon who went through a mid-life crisis and got through to the other si.

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Beyond Coding: Why The Human Touch Matters

KDnuggets

The rise of soft skills in 2024 and why you should not neglect them!

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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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The NYT Book Review Is Everything Book Criticism Shouldn't Be

Hacker News

The Review is famous as an arbiter of taste and quality. But the publication utterly fails to seriously engage with books and the publishing industry.

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Empowering everyone with GenAI to rapidly build, customize, and deploy apps securely: Highlights from the AWS New York Summit

AWS Machine Learning Blog

Imagine this—all employees relying on generative artificial intelligence (AI) to get their work done faster, every task becoming less mundane and more innovative, and every application providing a more useful, personal, and engaging experience. To realize this future, organizations need more than a single, powerful large language model (LLM) or chat assistant.

AWS 142
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Europe's new Ariane 6 rocket powers into space

Hacker News

Comments

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Knowledge Bases for Amazon Bedrock now supports advanced parsing, chunking, and query reformulation giving greater control of accuracy in RAG based applications

AWS Machine Learning Blog

Knowledge Bases for Amazon Bedrock is a fully managed service that helps you implement the entire Retrieval Augmented Generation (RAG) workflow from ingestion to retrieval and prompt augmentation without having to build custom integrations to data sources and manage data flows, pushing the boundaries for what you can do in your RAG workflows. However, it’s important to note that in RAG-based applications, when dealing with large or complex input text documents, such as PDFs or.txt files, queryin

AWS 137
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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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Scientists Discover a Cause of Lupus, Possible Way to Reverse It

Hacker News

Scientists have discovered a molecular defect that promotes the pathologic immune response in lupus and demonstrated that reversing the defect may potentially reverse the disease.

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A progress update on our commitment to safe, responsible generative AI

AWS Machine Learning Blog

Responsible AI is a longstanding commitment at Amazon. From the outset, we have prioritized responsible AI innovation by embedding safety, fairness, robustness, security, and privacy into our development processes and educating our employees. We strive to make our customers’ lives better while also establishing and implementing the necessary safeguards to help protect them.

AI 137
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The great silence: Just 4 in 10k galaxies may host intelligent aliens

Hacker News

Without plate tectonics, oceans and continents, complex life that is able to invent and master advanced technology might never evolve.

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Streamline generative AI development in Amazon Bedrock with Prompt Management and Prompt Flows (preview)

AWS Machine Learning Blog

Today, we’re excited to introduce two powerful new features for Amazon Bedrock: Prompt Management and Prompt Flows, in public preview. These features are designed to accelerate the development, testing, and deployment of generative artificial intelligence (AI) applications, enabling developers and business users to create more efficient and effective solutions that are easier to maintain.

AI 134
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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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Engineering Principles for Building Financial Systems

Hacker News

Best practices and principles to create accurate and reliable software based financial systems.

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Fine-tune Anthropic’s Claude 3 Haiku in Amazon Bedrock to boost model accuracy and quality

AWS Machine Learning Blog

Frontier large language models (LLMs) like Anthropic Claude on Amazon Bedrock are trained on vast amounts of data, allowing Anthropic Claude to understand and generate human-like text. Fine-tuning Anthropic Claude 3 Haiku on proprietary datasets can provide optimal performance on specific domains or tasks. The fine-tuning as a deep level of customization represents a key differentiating factor by using your own unique data.

AWS 132
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Girls in Tech closes its doors after 17 years

Hacker News

The Girls in Tech women's tech community is closing its doors after 17 years, according to a newsletter from founder Adriana Gascoigne.

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The Impact Of Modern ERP And SCM Systems In Manufacturing

MoorInsights for Forbes

Modern ERP and SCM systems are crucial for managing global operations and supply chains. This piece explores their use of AI, machine learning, IoT and more.

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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?