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The fields of Data Science, Artificial Intelligence (AI), and Large Language Models (LLMs) continue to evolve at an unprecedented pace. To keep up with these rapid developments, it’s crucial to stay informed through reliable and insightful sources. In this blog, we will explore the top 7 LLM, data science, and AI blogs of 2024 that have been instrumental in disseminating detailed and updated information in these dynamic fields.
AI avatars, or “talking heads,” have marked a new step in the way we approach and comprehend digital engagement. Not that long ago, turning a single photo and audio clip into a realistic, speaking likeness seemed impossible—the best we could get was an ‘uncanny valley’ result, certainly unsuitable for any external use. Now, the situation is much different.
In this episode of Leading with Data, we feature Didier Rodrigues Lopes, the Founder and CEO of OpenBB, a trailblazer in the field of AI-powered research and analytics. With over 34K GitHub stars in under three years, Didier shares his journey of transforming a personal project into a thriving open-source business that empowers financial research […] The post 34K GitHub Stars Later: Didier Rodrigues Lopes’s OpenBB Success appeared first on Analytics Vidhya.
While customers can perform some basic analysis within their operational or transactional databases, many still need to build custom data pipelines that use batch or streaming jobs to extract, transform, and load (ETL) data into their data warehouse for more comprehensive analysis. Zero-ETL integration with Amazon Redshift reduces the need for custom pipelines, preserves resources for your transactional systems, and gives you access to powerful analytics.
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.
Programming is like communication, where each line uttered is a part of the story. At times it is necessary to interject with what is going on by writing side remarks in the script. In Python, these notes are called comments. But what happens when a single line isn’t enough to convey your thoughts? That’s where […] The post What is a Multiline Comment in Python?
Enterprises are facing challenges in accessing their data assets scattered across various sources because of increasing complexities in managing vast amount of data. Traditional search methods often fail to provide comprehensive and contextual results, particularly for unstructured data or complex queries. Search solutions in modern big data management must facilitate efficient and accurate search of enterprise data assets that can adapt to the arrival of new assets.
Anthropic’s Claude 3.5 is one of the latest updates in the field of generative AI. This new and improved GenAI chatbot introduces powerful features that extend its usability across various domains. With new features like prompt advising, artifacts, and tools to interact with computer files, Claude 3.5 aims to serve businesses, developers, researchers, and general […] The post Exploring the Latest Features of Claude 3.5 and What We Can Do With Them appeared first on Analytics Vidhya.
Anthropic’s Claude 3.5 is one of the latest updates in the field of generative AI. This new and improved GenAI chatbot introduces powerful features that extend its usability across various domains. With new features like prompt advising, artifacts, and tools to interact with computer files, Claude 3.5 aims to serve businesses, developers, researchers, and general […] The post Exploring the Latest Features of Claude 3.5 and What We Can Do With Them appeared first on Analytics Vidhya.
Modern technologies provide many opportunities for a better life. Smart houses, which until recently seemed like a fantasy, are now actively entering people’s lives. This area of innovation is developing rapidly, and the primary trend is the transition from simple control of devices to comprehensive prediction of the needs of residents. Tools like home automation design software play a crucial role in shaping these advancements, enabling efficient planning and integrating smart home syst
Large language models (LLMs) have witnessed an unprecedented surge in popularity, with customers increasingly using publicly available models such as Llama, Stable Diffusion, and Mistral. Across diverse industries—including healthcare, finance, and marketing—organizations are now engaged in pre-training and fine-tuning these increasingly larger LLMs, which often boast billions of parameters and larger input sequence length.
Seamless integration of customer experience, collaboration tools, and relevant data is the foundation for delivering knowledge-based productivity gains. In this post, we show you how to integrate the popular Slack messaging service with AWS generative AI services to build a natural language assistant where business users can ask questions of an unstructured dataset.
Generative AI agents are designed to interact with their environment to achieve specific objectives, such as automating repetitive tasks and augmenting human capabilities. By orchestrating multistep workflows that adapt to evolving goals in real time, these agents increase productivity, reduce errors, and deliver more personalized experiences. To manage these complex workflows effectively, agents rely on an orchestration strategy that coordinates interactions with various tools, knowledge source
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.
Could AI replace traditional software testers? Learn how Generative AI transforms their roles and supercharges testing efficiency without missing critical tests.
Today, I am discussing RAG vs Agentic RAG. In this guide, I will provide you with the comparison and then proceed to the hands-on part. Firstly, let’s understand what RAG is. It is not a piece of old cloth but the framework LLM uses to get relevant, up-to-date, and context-specific information by combining retrieval and […] The post RAG vs Agentic RAG: A Comprehensive Guide appeared first on Analytics Vidhya.
Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that best suits your use case. With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, integrate and deploy them into your application using Amazon Web Services (AWS) tools without having to manage any infrastructure.
OpenAI has updated its ChatGPT app for iOS, introducing a new shortcut for SearchGPT, which enhances the application’s search capabilities. This development, announced on November 26, 2024, allows users to access SearchGPT quickly through Apple’s shortcuts integration, making it easier to initiate searches and conversations using artificial intelligence.
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
Het Antoni van Leeuwenhoek ziekenhuis heeft een wereldwijde primeur: het ontwikkelde zonder hulp van commerciële investeerders een behandeling tegen uitgezaaide kanker. De behandeling is vijf keer goedkoper dan een vergelijkbare therapie uit de VS, maar de producent van dat middel dreigt roet in het eten te gooien.
Elon Musk spent the past year building his artificial intelligence startup xAI at breakneck speed. Now he has to turn it into a real business. Musk started xAI last summer in an effort to play catch-up with OpenAI, the ChatGPT developer he co-founded and left in 2018 after a power struggle.
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.
ESET Research details the analysis of a previously unknown vulnerability in Mozilla products exploited in the wild and another previously unknown Microsoft Windows vulnerability, combined in a zero-click exploit.
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
The US Federal Trade Commission has opened an antitrust investigation of Microsoft Corp., drilling into everything from the company’s cloud computing and software licensing businesses to cybersecurity offerings and artificial intelligence products.
The first time a computer beat a human chess champion, doomsayers proclaimed it was the beginning of the end. That was nearly three decades ago, and contrary to those dire predictions, humans haven't become obsolete – we've thrived.
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.
The founder of Khan Academy and Khanmigo believes AI can deliver the personalized instruction students need, while freeing up teachers to do what they do best.
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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