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.
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.
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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.
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
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.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
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.
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
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 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
Speaker: Scott Sehlhorst
We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.
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 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
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
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.
Speaker: Timothy Chan, PhD., Head of Data Science
Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.
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
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.
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.
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: Kevin Kai Wong, President of Emergent Energy Solutions
In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.
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.
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
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.
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.
Speaker: Anne Steiner and David Laribee
As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.
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.
KDnuggets
MARCH 28, 2024
Learn about AI productivity tools that will make you a super data scientist.
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.
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: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage
Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.
Hacker News
MARCH 28, 2024
Jamba is a groundbreaking SSM-Transformer model that offers the best of both worlds, addressing the drawbacks of traditional Transformer architectures while maintaining their powerful capabilities.
FlowingData
MARCH 28, 2024
Satellite imagery on its own can be limited in what it can say without context. It’s photos from the sky, which is neat and technical, but then what? For Nightingale, Robert Simmon describes the many ways that journalists use satellite imagery to tell stories and layer meaning.
Hacker News
MARCH 28, 2024
Utah is among the first in the nation to pass legislation aimed at regulating the burgeoning field of artificial intelligence (AI). The bill (SB0149), known as the Artificial Intelligence Policy.
AWS Machine Learning Blog
MARCH 28, 2024
Large language models (LLMs) are generally trained on large publicly available datasets that are domain agnostic. For example, Meta’s Llama models are trained on datasets such as CommonCrawl , C4 , Wikipedia, and ArXiv. These datasets encompass a broad range of topics and domains. Although the resulting models yield amazingly good results for general tasks, such as text generation and entity recognition, there is evidence that models trained with domain-specific datasets can further improve LLM
Speaker: David Bard, Principal at VP Product Coaching
In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.
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