Analytics Vidhya
APRIL 18, 2024
Introduction Text embedding plays a crucial role in modern AI workloads, particularly in the context of enterprise search and retrieval systems. The ability to accurately and efficiently find the most relevant content is fundamental to the success of AI systems. However, existing solutions for text embedding have certain limitations that hinder their effectiveness.
databricks
APRIL 18, 2024
We are excited to partner with Meta to release the latest state-of-the-art large language model, Meta Llama 3 , on Databricks. With Llama.
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Analytics Vidhya
APRIL 17, 2024
The surge in AI-powered gadgets and wearables has ushered in a new era of innovation, with each device vying for a unique spot in the tech ecosystem. Amidst the buzz surrounding recent launches like the Humane AI Pin and the Rabbit R1, steps in a fresh contender: the Limitless Pendant. Unlike its predecessors, the Limitless […] The post Limitless Pendant: the $99 Wearable AI Assistant appeared first on Analytics Vidhya.
KDnuggets
APRIL 15, 2024
Want to learn math for data science? Check out these three courses to learn linear algebra, calculus, statistics, and more.
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
APRIL 17, 2024
Video-game engines were designed to mimic the mechanics of the real world. They’re now used in movies, architecture, military simulations, and efforts to build the metaverse.
AWS Machine Learning Blog
APRIL 16, 2024
Generative artificial intelligence (AI) is transforming the customer experience in industries across the globe. Customers are building generative AI applications using large language models (LLMs) and other foundation models (FMs), which enhance customer experiences, transform operations, improve employee productivity, and create new revenue channels.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
FlowingData
APRIL 12, 2024
A decade and a half ago, I wrote the first edition of Visualize This as a how-to guide to my past self. It was for someone who was familiar with visualization but was stuck on the part where it’s time to make and design charts with your own data. What tools should you use? How do you use them? How do you get from rough sketch to finished graphic?
Hacker News
APRIL 18, 2024
Everything I went through to add support for HD resolutions to Halo 2 on the Original Xbox. From patching the game's rendering engine and memory allocator, to hot patching the Xbox OS, to overclocking the GPU and running performance benchmarks.
AWS Machine Learning Blog
APRIL 18, 2024
This post is co-authored by Jackie Rocca, VP of Product, AI at Slack Slack is where work happens. It’s the AI-powered platform for work that connects people, conversations, apps, and systems together in one place. With the newly launched Slack AI —a trusted, native, generative artificial intelligence (AI) experience available directly in Slack—users can surface and prioritize information so they can find their focus and do their most productive work.
Analytics Vidhya
APRIL 17, 2024
PyTorch has unveiled torchtune, a new PyTorch-native library aimed at streamlining the process of fine-tuning large language models (LLMs). It offers a range of features and tools to empower developers in customizing and optimizing LLMs for various use cases. Let’s explore the features and applications of this easy-to-use and flexible new library. Also Read: Pytorch […] The post PyTorch Introduces torchtune: Simplifying LLM Fine-Tuning appeared first on Analytics Vidhya.
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.
KDnuggets
APRIL 16, 2024
Bring the latest AI implementation to Pandas to improve your data workflow.
FlowingData
APRIL 18, 2024
As I peel myself out of bed in the morning after again not going to sleep at a civilized hour, blurry-eyed, I wonder what hours others sleep. Certainly, I must be in the majority. According to the National Health Interview Survey from 2022, I am not. Two-thirds of adults get at least 7 hours of sleep.
Hacker News
APRIL 18, 2024
Zuck on:- Llama 3- open sourcing towards AGI - custom silicon, synthetic data, & energy constraints on scaling- Caesar Augustus, intelligence explosion, biow.
MoorInsights for Forbes
APRIL 18, 2024
Thanks to their form factor and functionality, Meta Ray Ban Smart Glasses can reduce users' reliance on smartphones for special events such as MLB's Opening Day.
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.
Analytics Vidhya
APRIL 17, 2024
Introduction Step into the magical world of machine learning (ML), where industries are transformed and possibilities are endless. But to know its full potential, we need a robust infrastructure like MLOps. This article dives deep into the MLOps, bridging the gap between data science and production. Discover the top MLOps tools empowering data teams today, […] The post Top 19 MLOps Tools to Learn in 2024 appeared first on Analytics Vidhya.
Analytics Vidhya
APRIL 18, 2024
In this episode of Leading with Data, we have the privilege of exploring the vibrant world of data-driven innovation with Vijay Gabale, co-founder at Infilect. Amidst the intricate interplay of economics and resource optimization, Gabale emerges as a visionary leader, leveraging the power of AI and software solutions to reshape industries. With a keen focus […] The post From Learning to Leading: The Vijay Gabale Story appeared first on Analytics Vidhya.
Analytics Vidhya
APRIL 15, 2024
Introduction Retrieval Augmented-Generation (RAG) has taken the world by Storm ever since its inception. RAG is what is necessary for the Large Language Models (LLMs) to provide or generate accurate and factual answers. We solve the factuality of LLMs by RAG, where we try to give the LLM a context that is contextually similar to […] The post ColBERT – Improve Retrieval Performance with Token Level Vector Embeddings appeared first on Analytics Vidhya.
Analytics Vidhya
APRIL 15, 2024
Introduction Google AI’s powerhouse language model, Gemini 1.5 Pro, has taken a significant step forward with its public preview release. Now accessible in over 180 countries via the Gemini API, this update boasts new features designed to empower developers and redefine human-computer interaction. This article digs deep into Gemini 1.5 Pro’s exciting new capabilities, accompanied […] The post Gemini 1.5 Pro Goes Global with Powerful New Features appeared first on Analytics Vidh
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Analytics Vidhya
APRIL 15, 2024
Introduction Overfitting in ConvNets is a challenge in deep learning and neural networks, where a model learns too much from training data, leading to poor performance on new data. This phenomenon is especially prevalent in complex neural architectures, which can model intricate relationships. Addressing overfitting in convnet is crucial for building reliable neural network models. […] The post Understanding Overfitting in ConvNets appeared first on Analytics Vidhya.
Analytics Vidhya
APRIL 17, 2024
Introduction Imagine a giant ball of tangled information – that’s kind of what complex data can be like. Embedding models come in and untangle this mess, making it easier to work with. They shrink the data down to a more manageable size, like turning a giant ball of yarn into smaller threads. This makes it […] The post How can Cohere Compass Simplify your Complex Data Challenges?
Analytics Vidhya
APRIL 17, 2024
Wayve, a trailblazer in AI for assisted and automated driving, has introduced a new model, LINGO-2. This revolutionary driving model combines vision, language, and action, bringing a lot more control and customization into autonomous driving. LINGO-2 connects linguistic explanations with real-time decision-making, enhancing trust and confidence in AI-driven vehicles.
Analytics Vidhya
APRIL 14, 2024
French startup, Mistral AI, has launched its latest large language model (LLM), Mixtral 8x22B, into the artificial intelligence (AI) landscape. Similar to its previous models, this too aligns with Mistral’s commitment to open-source development. This impressive new model positions the company as a formidable competitor to industry giants like OpenAI, Meta, and Google.
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Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.
Analytics Vidhya
APRIL 18, 2024
Introduction Imagine harnessing the power of advanced language models right on your personal computer or mobile device without relying on cloud services or powerful servers. Sounds incredible, doesn’t it? Well, these tiny language models make this dream a reality. In NLP, we’ve observed the advent of enormous language models that assimilate and create text just […] The post 15+ Smallest LLMs that You can Run on Local Devices appeared first on Analytics Vidhya.
Analytics Vidhya
APRIL 17, 2024
Introduction Imagine a world where Artificial Intelligence seamlessly comprehends not just text but also images, videos, and audio. Reka has launched Reka Core, a new frontier-class multimodal language model that supports input of text, image, video, and audio. This model is one of only two commercially available with such capabilities, offering advanced performance in automated […] The post Reka Core: Text, Images, Videos… All in One!
Analytics Vidhya
APRIL 16, 2024
Introduction Remember how frustrating it was to ask your AI assistant about a recent event and get a blank response? Well, those days are over with the arrival of OpenAI’s GPT-4 Turbo. This next-generation AI model boasts a significant upgrade in its knowledge base, leaving behind the limitations of previous models that stopped learning around […] The post OpenAI’s GPT-4 Turbo is Here with Information up to December 2023 appeared first on Analytics Vidhya.
Analytics Vidhya
APRIL 16, 2024
Are you ready to fuel your creativity? Join our Prompt Battle! Share your prompts and let’s create magic together. Whether you’re a seasoned creator or just starting out, this is your chance to shine. Drop yourprompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give us […] The post Let the Prompt Battle Begin #7 appeared first on Analytics Vidhya.
Speaker: Margaret-Ann Seger, Head of Product, Statsig
Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating
Analytics Vidhya
APRIL 17, 2024
Introduction Are you stuck in traffic in Bengaluru? You’re not alone. But, there’s a glimmer of hope! Google’s ground-breaking Project Green Light employs artificial intelligence (AI) to alleviate the traffic in Bengaluru. This article investigates how Project Green Light improves traffic flow, lowers emissions, and facilitates smoother commuting.
Analytics Vidhya
APRIL 16, 2024
A new era for enterprise search has arrived with the announcement of Cohere Compass private beta launch, a foundation embedding model designed to tackle the complexities of multi-aspect data search. Imagine your enterprise data – emails, invoices, resumes, support tickets, logs, and tables – as a vast, untapped treasure trove. It holds valuable information, but […] The post Cohere Compass Private Beta Launched: What to Expect?
Analytics Vidhya
APRIL 18, 2024
Introduction Learning Excel for free can be a great start to boost your skills. Excel is super important for lots of jobs. It helps you organize info and do cool stuff with numbers. In this article, we’ll talk about a free course on Excel. It’s like a special class where you can learn all about […] The post Microsoft Excel: Formulas & Functions appeared first on Analytics Vidhya.
Analytics Vidhya
APRIL 15, 2024
Introduction In an era where artificial intelligence (AI) shapes how we live, work, and play, the engines driving these sophisticated systems are becoming ever more crucial. These engines, known as AI accelerators, have rapidly evolved, transitioning from niche components to central figures in the computing landscape. They now power everything from chatbots and virtual assistants […] The post Intel’s Gaudi 3: Setting New Standards with 40% Faster AI Acceleration than Nvidia H100 appe
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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