Analytics Vidhya
MARCH 28, 2024
Introduction Generative AI, in its essence, is like a wizard’s cauldron, brewing up images, text, and now videos from a set of ingredients known as data. The magic lies in its ability to learn from this data and generate new, previously unseen content strikingly similar to the real thing. Image generation models like DALL-E have […] The post Mora: An Open Source Alternative to Sora appeared first on Analytics Vidhya.
KDnuggets
MARCH 28, 2024
This article serves as a detailed guide on how to master advanced Python techniques for data science. It covers topics such as efficient data manipulation with Pandas, parallel processing with Python, and how to turn models into web services.
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Analytics Vidhya
MARCH 28, 2024
Deep learning is a powerful tool of artificial intelligence that’s changing many things. It is essential to have a good knowledge of Deep Learning, if you are aiming to make a career in AI. To make your life easy, we have made a list of some common Deep Learning ebooks, that you must read. This […] The post 12 Best Free Deep Learning eBooks appeared first on Analytics Vidhya.
databricks
MARCH 28, 2024
Databricks Runtime 14.3 includes a new capability that allows users to access and analyze Structured Streaming 's internal state data: the State Reader.
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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.
Analytics Vidhya
MARCH 28, 2024
Introduction There has been a massive surge in applications using AI coding agents. With the increasing quality of LLMs and decreasing cost of inference, it’s only getting easier to build capable AI agents. On top of this, the tooling ecosystem is evolving rapidly, making it easier to build complex AI coding agents. The Langchain framework […] The post Build an AI Coding Agent with LangGraph by LangChain appeared first on Analytics Vidhya.
insideBIGDATA
MARCH 28, 2024
In this contributed article, Kevin Cochrane, Chief Marketing Officer, Vultr, believes that the winners in the race to operationalize AI will be the companies that can trace their success to the composable cloud and its benefits. Unfortunately, not all cloud and service providers embrace composability. Let composability be your primary criterion for choosing the vendors you will work with to power your AI operations.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
insideBIGDATA
MARCH 28, 2024
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.
Analytics Vidhya
MARCH 28, 2024
Introduction The One-Class Support Vector Machine (SVM) is a variant of the traditional SVM. It is specifically tailored to detect anomalies. Its primary aim is to locate instances that notably deviate from the standard. Unlike conventional Machine Learning models focused on binary or multiclass classification, the one-class SVM specializes in outlier or novelty detection within […] The post A Comprehensive Guide For SVM One-Class Classifier For Anomaly Detection appeared first on Analytic
Data Science Dojo
MARCH 28, 2024
Knowledge graphs and LLMs are the building blocks of the most recent advancements happening in the world of artificial intelligence (AI). Combining knowledge graphs (KGs) and LLMs produces a system that has access to a vast network of factual information and can understand complex language. The system has the potential to use this accessibility to answer questions, generate textual outputs, and engage with other NLP tasks.
Analytics Vidhya
MARCH 28, 2024
Introduction Large Language models (LLMs) can generate coherent and contextually relevant text since they are trained on extensive datasets and leveraging billions of parameters. This immense scale endows LLMs with emergent properties, such as nuanced understanding and generation capabilities across domains surpassing simpler models. However, these advantages come at the cost of high computational requirements […] The post Optimize Resource Usage with the Mixture of Experts and Grok-1 appe
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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?
Dataconomy
MARCH 28, 2024
Analysis of calls and quality control of interactions are among the main components of any call center’s operation, regardless of whether these are sales departments, user support services, or hotlines. But anyone who has dealt with this in real conditions often faces a choice between two options — to spend a massive amount of effort, resources, and time listening to and analyzing each call or to select only some of them, sometimes missing important details and aspects.
Analytics Vidhya
MARCH 28, 2024
Introduction When it comes to face recognition, researchers are constantly pushing the boundaries of accuracy and scalability. However, a significant challenge arises with the exponential growth of identities juxtaposed with the finite capacity of GPU memory. Previous studies have primarily focused on refining loss functions for facial feature extraction networks, with softmax-based loss functions driving […] The post Guide to Face Recognition at Massive Scale with Partial FC appeared firs
Dataconomy
MARCH 28, 2024
In a bold move to tackle the environmental impact of ultra-cheap fashion imports, France is considering implementing a groundbreaking environmental tax toward all goods that are shipped from China which can be located and tracked using a tracking number search. The proposed legislation, spearheaded by former Prime Minister Horizons party, has ignited debates in the French parliament and drawn attention to the concerning practices of fast fashion brands like Shein.
Analytics Vidhya
MARCH 28, 2024
Introduction In today’s data-driven world, safeguarding Personally Identifiable Information (PII) is paramount. PII encompasses data like names, addresses, phone numbers, and financial records, vital for individual identification. With the rise of artificial intelligence and its vast data processing capabilities, protecting PII while harnessing its potential for personalized experiences is crucial.
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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.
Hacker News
MARCH 28, 2024
Sam Bankman-Fried returns to Manhattan federal court Thursday for sentencing that could land him in prison for the next half-century. Follow here for the latest live news updates.
Analytics Vidhya
MARCH 28, 2024
Introduction In the fast changing world of big data processing and analytics, the potential management of extensive datasets serves as a foundational pillar for companies for making informed decisions. It helps them to extract useful insights from their data. A variety of solutions has been emerged in past few years , such as Databricks Delta […] The post Guide to Migrating from Databricks Delta Lake to Apache Iceberg appeared first on Analytics Vidhya.
Hacker News
MARCH 28, 2024
A landfill is a place of perpetual motion, where mountains of garbage can rise in days and crews race to contain the influx of ever more trash. Amid the commotion, an invisible gas often escapes unnoticed, warming the planet and harming our health: methane. On Thursday, the climate-data sleuths at Carbon Mapper published a study in Science that shows the nation’s landfills emit that gas at levels at least 40 percent higher than previously reported to the Environmental Protection Agency.
Analytics Vidhya
MARCH 28, 2024
OpenAI is making waves in Hollywood with Sora. Imagine being able to generate short movies just by describing them in plain English! That’s precisely what Sora showcased in its recent video releases. Sora has the potential to revolutionize filmmaking by giving artists and directors a powerful new tool to explore their creativity. Sora is at its […] The post Is OpenAI’s Sora Ready to Enter Hollywood?
Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com
Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.
Hacker News
MARCH 28, 2024
An open-source fully custom GPU has come out of stealth after four years in development. FuryGPU has been a one-man effort from games software developer Dylan Barrie, who says he put together this extremely complex hardware and software project in his spare time. It can run Quake at 60fps.
Analytics Vidhya
MARCH 28, 2024
At Analytics Vidhya, we’re celebrating the Women of Data Science by highlighting their remarkable journeys and achievements on our blog throughout March. We believe their stories can inspire, uplift, and empower others. Today, we have the privilege of featuring Vidhya Chandrasekaran. Let’s delve into her inspiring story! Vidhya Chandrasekaran’s Journey in her own Words I […] The post Vidhya Chandrasekaran’s Journey from Kitchen to Google appeared first on Analytics Vidhya.
Hacker News
MARCH 28, 2024
Two of the world’s largest credit card networks, Visa and Mastercard, as well as the banks that issue cards with them, have agreed to settle a decadeslong antitrust case brought upon by merchants.
Machine Learning Research at Apple
MARCH 28, 2024
Neural Network Language Models (NNLMs) of Virtual Assistants (VAs) are generally language-, region-, and in some cases, device-dependent, which increases the effort to scale and maintain them. Combining NNLMs for one or more of the categories could be one way to improve scalability. In this work, we combine regional variants of English by building a "World English" NNLM.
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Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.
Hacker News
MARCH 28, 2024
Nerve cells form long-term memories with the help of an inflammatory response, study in mice finds. Nerve cells form long-term memories with the help of an inflammatory response, study in mice finds.
KDnuggets
MARCH 28, 2024
Learn about AI productivity tools that will make you a super data scientist.
Hacker News
MARCH 28, 2024
Researchers find large language models use a simple mechanism to retrieve stored knowledge when they respond to a user prompt. These mechanisms can be leveraged to see what the model knows about different subjects and possibly to correct false information it has stored.
Dataconomy
MARCH 28, 2024
In this technology-driven world, businesses of all scales are thriving more than ever imagined. While technology has made personal and professional life so much easier, it has also opened us to threats, especially when it comes to the security of business data. Every year, millions of businesses deal with data security issues in one way or another. Even if you have never dealt with such issues before, such news being shared every day can make you concerned for the safety of your business data.
Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin
As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.
Hacker News
MARCH 28, 2024
‘Neural noise’ isn’t the sounds you hear, but rather the variability of responses in your brain. Autistic people are thought to have greater variance that can be a disadvantage or a strength.
AWS Machine Learning Blog
MARCH 28, 2024
Today, customers of all industries—whether it’s financial services, healthcare and life sciences, travel and hospitality, media and entertainment, telecommunications, software as a service (SaaS), and even proprietary model providers—are using large language models (LLMs) to build applications like question and answering (QnA) chatbots, search engines, and knowledge bases.
Hacker News
MARCH 28, 2024
A WSU-led study found that climate change will likely make more good flying weather for honey bees in the autumn — raising the likelihood of colony collapse in the spring.
IBM Journey to AI blog
MARCH 28, 2024
As cloud computing continues to transform the enterprise workplace, private cloud infrastructure is evolving in lockstep, helping organizations in industries like healthcare, government and finance customize control over their data to meet compliance, privacy, security and other business needs. According to a report from Future Market Insights (link resides outside ibm.com), the global private cloud services market is forecast to grow to USD 405.30 billion by 2033, up from USD 92.64 billion in 2
Speaker: Nikhil Joshi, Founder & President of Snic Solutions
Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.
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