DECEMBER 28, 2023
Three major news headlines in the past week have soured the generative AI party: a lawsuit from the NY Times, a new image model that copies frames from movies and the discovery of child abuse images in a popular dataset.
Analytics Vidhya
DECEMBER 26, 2023
Introduction Large Language Models have been the backbone of advancement in the AI domain. With the release of various Open source LLMs, the need for ChatBot-specific use cases has grown in demand. HuggingFace is the primary provider of Open Source LLMs, where the model parameters are available to the public, and anyone can use them […] The post A Comprehensive Guide to Implement HuggingFace Models Using Langchain appeared first on Analytics Vidhya.
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insideBIGDATA
DECEMBER 29, 2023
Our friends over at Snowflake have prepared a special set of compelling technology predictions for the year ahead. From the company's point of view 2024 should be quite a year! Straight from the executive suite, you'll learn about what's predicted to happen with AI, GenAI, LLMs, BI, data science, data engineering, and much more. Enjoy these special perspectives from one of our industry's best known movers and shakers.
KDnuggets
DECEMBER 29, 2023
The year of Generative AI - let’s go through what happened in the past 12 months.
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.
Eugene Yan
DECEMBER 23, 2023
Sending helpful & engaging pushes, filtering annoying pushes, and finding the frequency sweet spot.
Analytics Vidhya
DECEMBER 29, 2023
Apple has quietly introduced Ferret, its first open-source multimodal large language model (LLM), marking a significant departure from its traditional secretive approach. Developed in collaboration with Columbia University, Ferret integrates language understanding with image analysis, promising groundbreaking applications in various fields. This strategic move reflects Apple’s commitment to stay at the forefront of the rapidly […] The post Apple Secretly Launches Its First Open-Sourc
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Machine Learning Mastery
DECEMBER 25, 2023
Many machine learning models have been developed, each with strengths and weaknesses. This catalog is not complete without neural network models. In OpenCV, you can use a neural network model developed using another framework. In this post, you will learn about the workflow of applying a neural network in OpenCV. Specifically, you will learn: What […] The post Running a Neural Network Model in OpenCV appeared first on MachineLearningMastery.com.
Cassie Kozyrkov
DECEMBER 28, 2023
Most people’s resolutions fail… here’s how you can do better Continue reading on Medium »
Analytics Vidhya
DECEMBER 26, 2023
In the era of artificial intelligence (AI), artists are facing a unique challenge—AI copycats capable of replicating their distinctive styles. This alarming trend has prompted artists to join forces with researchers to develop innovative tech solutions, ensuring the protection of their creative works. This article discusses the latest tools developed to fight such AI copycats. […] The post Artists Develop Tools to Fight AI Copycats appeared first on Analytics Vidhya.
insideBIGDATA
DECEMBER 29, 2023
Welcome insideBIGDATA AI News Briefs BULLETIN BOARD, our timely new feature bringing you the latest industry insights and perspectives surrounding the field of AI including deep learning, large language models, generative AI, and transformers. We’re working tirelessly to dig up the most timely and curious tidbits underlying the day’s most popular technologies.
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.
Machine Learning Mastery
DECEMBER 29, 2023
Logistic regression is a simple but popular machine learning algorithm for binary classification that uses the logistic, or sigmoid, function at its core. It also comes implemented in the OpenCV library. In this tutorial, you will learn how to apply OpenCV’s logistic regression algorithm, starting with a custom two-class dataset that we will generate ourselves. […] The post Logistic Regression in OpenCV appeared first on MachineLearningMastery.com.
Cassie Kozyrkov
DECEMBER 26, 2023
For this year’s round of New Year’s Resolutions, try brainpower instead of willpower Continue reading on Medium »
Analytics Vidhya
DECEMBER 27, 2023
Introduction Data annotation plays a crucial role in the field of machine learning, enabling the development of accurate and reliable models. In this article, we will explore the various aspects of data annotation, including its importance, types, tools, and techniques. We will also delve into the different career opportunities available in this field, the industry […] The post What is Data Annotation?
insideBIGDATA
DECEMBER 26, 2023
In this contributed article, Chandini Jain, founder and CEO of Auquan, discusses how RAG AI represents a major breakthrough for making generative AI viable for knowledge-intensive tasks in the enterprise. It combines the power of retrieval-based models (access to real-time data + domain-specific data) with generative models (natural language responses).
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
Dataconomy
DECEMBER 27, 2023
The Web3 phenomenon has been a unique entrant into the modern world. It offers many significant advantages, and with key features like immutability, digital tokens, automated smart contracts, and DAOs, we are able to have secure yet decentralized organizations that span across the globe. The potential for the use cases built out of these innovations have only begun to scratch the surface of what is possible.
Cassie Kozyrkov
DECEMBER 26, 2023
For this year’s round of New Year’s Resolutions, try brainpower instead of willpower Continue reading on Good Audience »
Analytics Vidhya
DECEMBER 24, 2023
Introduction In the bustling world of machine learning, categorical data is like the DNA of our datasets – essential yet complex. But how do we make this data comprehensible to our algorithms? Enter One Hot Encoding, the transformative process that turns categorical variables into a language that machines understand. In this blog, we’ll decode the […] The post How to do One Hot Encoding?
insideBIGDATA
DECEMBER 28, 2023
In this contributed article, Ravi Narayanan, VP and Global Practice Leader for Data & Analytics, and Partnerships at Nisum, believes that in a world where data is expanding at a constant pace, knowing how to structure it is crucial. Leveraging data mesh, companies can empower departments with streamlined processes, visibility of their metrics, and data ownership.
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.
Dataconomy
DECEMBER 27, 2023
The Tesla autopilot hacker, or should we say, “hackers,” found a very easy way to hack into the car’s system and unveil the “Elon mode.” According to the doctorate research students, it was very easy. Three students from Berlin—Niclas Kühnapfel, Christian Werling, and Hans-Niklas Jacob—found a big problem with Tesla cars.
ML @ CMU
DECEMBER 29, 2023
Evaluating models in federated networks is challenging due to factors such as client subsampling, data heterogeneity, and privacy. These factors introduce noise that can affect hyperparameter tuning algorithms and lead to suboptimal model selection. Hyperparameter tuning is critical to the success of cross-device federated learning applications. Unfortunately, federated networks face issues of scale, heterogeneity, and privacy, which introduce noise in the tuning process and make it difficult to
Analytics Vidhya
DECEMBER 28, 2023
In a significant breakthrough, researchers at MIT have harnessed the power of artificial intelligence (AI) to identify a novel class of antibiotics. The research led by Dr. James J. Collins and Dr. Felix Wong offers hope in the battle against drug-resistant bacteria. Their revolutionary approach utilizes explainable deep learning to identify compounds capable of combating […] The post Deep Learning Used to Discover Antibiotics to Combat Drug-Resistant Bacteria appeared first on Analytics V
insideBIGDATA
DECEMBER 27, 2023
In this contributed article, Syed Hoda, Digital Innovation leader at AWS, discusses how businesses can generate real value from AI and generative AI. Syed provides practical insights and advice for organizations, especially small businesses, looking to cut through the fanfare and find real ways they can apply these new technologies to their businesses.
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?
Dataconomy
DECEMBER 27, 2023
“Why is TikTok asking for my passcode?” is the question of the day. Millions of TikTok users faced a bizarre request from the popular social media app today. Imagine this: You’re all set to delve into the captivating world of TikTok, ready to scroll through endless videos, and suddenly, your iPhone throws you a curveball—a demand for your passcode.
Data Science Dojo
DECEMBER 28, 2023
Imagine a world where your business could make smarter decisions, predict customer behavior with astonishing accuracy, and automate tasks that used to take hours of manual labor. That world is not science fiction—it’s the reality of machine learning (ML). In this blog post, we’ll break down the end-to-end ML process in business, guiding you through each stage with examples and insights that make it easy to grasp.
Analytics Vidhya
DECEMBER 29, 2023
In a move set to redefine the landscape of artificial intelligence, Apple is gearing up to introduce groundbreaking technology to its iOS devices. The Apple GPT project, a brainchild of the tech giant, aims to overcome the memory limitations on iPhones and iPads. It ushers in a new era of advanced AI capabilities. Recent developments, […] The post Apple Prepares for Breakthrough in AI in 2024 with Apple GPT, Ajax, and iOS 18 appeared first on Analytics Vidhya.
insideBIGDATA
DECEMBER 25, 2023
Juan Sequeda, Principal Scientist at data.world, recently published a research paper, "A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases." He and his co-authors benchmarked LLM accuracy in answering questions over real business data.
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
Dataconomy
DECEMBER 26, 2023
Apple discreetly introduced the Ferret LLM, a multimodal language model that’s anything but ordinary. This silent launch diverges from the norm by fusing language understanding with image analysis, redefining the scope of AI capabilities. Released quietly on GitHub, Ferret LLM signifies Apple’s subtle stride towards openness, beckoning developers and researchers to unravel its potential.
Data Science Dojo
DECEMBER 27, 2023
Kaggle is a website where people who are interested in data science and machine learning can compete with each other, learn, and share their work. It’s kind of like a big playground for data nerds! Here are some of the main things you can do on Kaggle: Join competitions: Companies and organizations post challenges on Kaggle , and you can use your data skills to try to solve them.
Analytics Vidhya
DECEMBER 29, 2023
Introduction With the recent advancement in AI, the capabilities of Generative AI are being explored, and generating images from text is one such capability. Many models include Stable Diffusion, Imagen, Dall-E 3, Midjourney, Dreambooth, DreamFusion, and many more. In this article, we shall review the concept of the diffusion model utilized in Stable Diffusion along […] The post Everything You Need To Know About Stable Diffusion appeared first on Analytics Vidhya.
insideBIGDATA
DECEMBER 23, 2023
In this contributed article, Krishna Raj Raja, founder and CEO of SupportLogic, discusses how new Generative AI technology (like ChatGPT) is presenting an enormous business opportunity by extracting and surfacing customer insights that CSM’s may be missing in their daily customer support interactions.
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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