DECEMBER 6, 2023
Human intelligence heavily depends on acquiring knowledge from other humans — accumulated through time as part of our cultural evolution. This type of social learning, known in literature as cultural transmission, enables us to imitate actions and behaviours in real time.
Data Science Dojo
DECEMBER 8, 2023
In the dynamic field of artificial intelligence, traditional machine learning, reliant on extensive labeled datasets, has given way to transformative learning paradigms. Zero-shot, one-shot, and few-shot learning are redefining how machines adapt and learn, promising a future where adaptability and generalization reach unprecedented levels. Source: Photo by Hal Gatewood on Unsplash In this exploration, we navigate from the basics of supervised learning to the forefront of adaptive models.
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KDnuggets
DECEMBER 4, 2023
This article highlights the skills data scientists can learn to make the most use of the prowess of ChatGPT.
Analytics Vidhya
DECEMBER 2, 2023
Introduction In data science, where innovation meets opportunity, the demand for skilled professionals continues to skyrocket. Data science is not merely a career; it’s a gateway to solving complex problems, driving innovation, and shaping the future. With the industry witnessing an annual growth rate exceeding 36%, a career in data science promises both financial rewards […] The post 15 Guided Projects to Sharpen Your Data Science Skills appeared first on Analytics Vidhya.
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.
databricks
DECEMBER 6, 2023
Retrieval-Augmented-Generation (RAG) has quickly emerged as a powerful way to incorporate proprietary, real-time data into Large Language Model (LLM) applications. Today we are.
Data Science Dojo
DECEMBER 6, 2023
In this blog, we are enhancing our Language Model (LLM) experience by adopting the Retrieval-Augmented Generation (RAG) approach! We’ll explore the fundamental architecture of RAG conceptually and delve deeper by implementing it through the Lang Chain orchestration framework and leveraging an open-source model from Hugging Face for both question answering and text embedding.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Analytics Vidhya
DECEMBER 7, 2023
Step into the future of conversational AI with Google’s Gemini AI, a model offering unparalleled capabilities in understanding, summarizing, reasoning, coding, and planning. In this article, we’ll talk about how you may start using Gemini AI right now, within Google’s Bard chatbot, unlocking new dimensions of interactive and refined chat experiences.
databricks
DECEMBER 8, 2023
Retrieval Augmented Generation (RAG) is an efficient mechanism to provide relevant data as context in Gen AI applications. Most RAG applications typically use.
Data Science Dojo
DECEMBER 4, 2023
Artificial Intelligence (AI) is rapidly transforming our world, and 2023 saw some truly groundbreaking AI inventions. These inventions have the potential to revolutionize a wide range of industries and make our lives easier, safer, and more productive. 1. Revolutionizing photo editing with Adobe Photoshop Imagine being able to effortlessly expand your photos or fill in missing parts—that’s what Adobe Photoshop’s new tools, Generative Expand and Generative Fill, do.
KDnuggets
DECEMBER 7, 2023
This blog post explores NotebookLM, its functionality, limitations, and advanced features essential for researchers and scientists.
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.
Analytics Vidhya
DECEMBER 4, 2023
In a crucial move reflecting the global race for dominance in artificial intelligence (AI) technology, NVIDIA CEO Jensen Huang has affirmed the company’s commitment to prioritizing Japan’s soaring demand for AI processors. This commitment aligns with Japan’s ambitious endeavors to revitalize its semiconductor infrastructure and make significant strides in AI technology development.
databricks
DECEMBER 7, 2023
Following the announcement we made yesterday around Retrieval Augmented Generation (RAG), today, we’re excited to announce the public preview of Databricks Vector Search. W.
Data Science Dojo
DECEMBER 8, 2023
Large language models (LLMs) have revolutionized the field of natural language processing (NLP), enabling machines to generate human-quality text, translate languages, and answer questions in an informative way. These advancements have opened up a world of possibilities for applications in various domains, from customer service to education. Want to build a custom llm application?
KDnuggets
DECEMBER 7, 2023
DataGPT is a conversational AI data analytics software provider that delivers analysis at the speed of business questions. DataGPT empowers anyone, in any company, to talk directly to their data using everyday language, revealing expert answers to complex questions instantly.
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
Analytics Vidhya
DECEMBER 7, 2023
Introduction Artificial intelligence has witnessed a captivating duel unfold between two titans – Google’s Gemini AI and OpenAI’s ChatGPT. While ChatGPT has enjoyed the spotlight, Gemini AI has quietly built its arsenal, waiting for the opportune moment to strike. And strike it did, unleashing a barrage of impressive benchmarks that have shaken the very foundation […] The post ChatGPT vs Gemini : A Clash of the Titans in the AI Arena appeared first on Analytics Vidhya.
Adrian Bridgwater for Forbes
DECEMBER 3, 2023
Applications are changing. So much so that we use the term ‘adaptive applications’ to define apps that are in some way more changeable and chameleonic in their nature.
Machine Learning Mastery
DECEMBER 5, 2023
The Random Forest algorithm forms part of a family of ensemble machine learning algorithms and is a popular variation of bagged decision trees. It also comes implemented in the OpenCV library. In this tutorial, you will learn how to apply OpenCV’s Random Forest algorithm for image classification, starting with a relatively easier banknote dataset and […] The post Random Forest for Image Classification Using OpenCV appeared first on MachineLearningMastery.com.
KDnuggets
DECEMBER 5, 2023
The article discusses how Bayesian multi-armed bandit algorithms can optimize digital media title selection, surpassing traditional A/B testing methods, demonstrated with a Python example, to boost audience engagement and decision-making in content creation.
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.
Analytics Vidhya
DECEMBER 8, 2023
Introduction Power BI has emerged as a formidable tool within data science, enabling businesses to formulate informed decisions rooted in data-driven insights. Developed by Microsoft, Power BI Visualizations empower users to visually represent their data and disseminate insights seamlessly across organizational echelons. Its ability to seamlessly embed within applications or websites while establishing connections with […] The post The Ultimate Guide to Power BI Visualizations appeared fir
Adrian Bridgwater for Forbes
DECEMBER 6, 2023
Driving AI into the image space is Landing AI, a computer vision cloud company that specializes in building what it calls domain-specific Large Vision Models (LVMs).
insideBIGDATA
DECEMBER 4, 2023
Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.
KDnuggets
DECEMBER 8, 2023
Google has introduced a revamped AI model that is said to outperform ChatGPT. Let’s learn more.
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?
Analytics Vidhya
DECEMBER 6, 2023
In the ever-evolving world of artificial intelligence, Google has now made a groundbreaking leap with its latest creation, Gemini AI. According to Google, Gemini, optimized for different sizes: Ultra, Pro and Nano, is their most capable and general model yet, with state-of-the-art performance across many leading benchmarks. This advanced conversational AI model has the potential […] The post Meet Gemini: Google’s Answer to ChatGPT appeared first on Analytics Vidhya.
Adrian Bridgwater for Forbes
DECEMBER 8, 2023
Among those groups who seem to ready to embrace AI quite readily are web developers, especially those who handle a large amount of image-centric tasks.
ML @ CMU
DECEMBER 8, 2023
TLDR: We introduce RoboTool , enabling robots to use tools creatively with large language models, which solves long-horizon hybrid discrete-continuous planning problems with the environment- and embodiment-related constraints. Tool use is an essential hallmark of advanced intelligence. Some animals can use tools to achieve goals that are infeasible without tools.
KDnuggets
DECEMBER 6, 2023
See the substantial differences between the famous algorithms.
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
Analytics Vidhya
DECEMBER 4, 2023
Introduction Culture is what people do when no one is looking. Herb Kelleher ( Co-Founder, SouthWest Airlines) In today’s fast-paced business landscape, making informed decisions is crucial. Do you know that 60% of businesses stress the importance of empowering employees with data literacy through strategic training? Additionally, a whopping 75% of business leaders see the […] The post What is the Importance of Data Culture in Organizations?
insideBIGDATA
DECEMBER 8, 2023
Galileo, a leading machine learning (ML) company for unstructured data, released a Hallucination Index developed by its research arm, Galileo Labs, to help users of today’s leading LLMs determine which model is least likely to hallucinate for their intended application.
databricks
DECEMBER 5, 2023
We’re excited to announce the launch of Azure Qatar. With the expanded availability of Azure Databricks, it is now easier than ever for o.
KDnuggets
DECEMBER 6, 2023
This week on KDnuggets: Discover GitHub repositories from machine learning courses, bootcamps, books, tools, interview questions, cheat sheets, MLOps platforms, and more to master ML and secure your dream job • Data engineers must prepare and manage the infrastructure and tools necessary for the whole data workflow in a data-driven company • And much, much more!
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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