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.

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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.

ML 233

ML ML Data Science 233

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.

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AI AI Analytics Analytics 321

KDnuggets

APRIL 15, 2024

Want to learn math for data science? Check out these three courses to learn linear algebra, calculus, statistics, and more.

Data Science 394

Data Science 394

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.

Data Science

Adrian Bridgwater for Forbes

APRIL 12, 2024

A joint CloudBolt & StormForge solution enables FinOps cloud cost practitioners to harness container cost visibility and optimization to maximize cloud ROI.

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Hacker News

APRIL 17, 2024

30 years before parents and lawmakers sought to save youth from smartphones via age limits and bans in schools, a similar conversation took place about a pre-cursor to the cellphone: pagers Through the 1980s pagers became increasingly popular with teens, and also:

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KDnuggets

APRIL 12, 2024

The only data engineering roadmap you need for an introduction to concepts, tools, and techniques to collect, store, transform, analyze, and model data.

Data Engineering 339

Data Engineering Data Engineer Data Engineering Data Engineering 339

Dataconomy

APRIL 17, 2024

The latest Windows update has introduced a significant change, transforming the previously integrated Microsoft Copilot feature into a standalone app to enhance user engagement with AI-driven tools. Why are users seeing Microsoft Copilot now? Microsoft’s recent Windows update has notably upgraded the Copilot feature to a standalone application, making it more accessible and visible on users’ PCs.

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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.

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Hacker News

APRIL 18, 2024

The global internet relies on 800,000 miles of undersea cables that are constantly breaking. This is the story of the 22 aging ships that fix them.

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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.

Analytics Vidhya

APRIL 17, 2024

The fusion of technology and beauty takes center stage as the world prepares for the first-ever Miss AI beauty pageant. AI models and influencers are stepping into the limelight, ready to showcase their charm and digital prowess. Let’s delve into this unique competition where traditional pageantry meets cutting-edge AI innovation. The Birth of Miss AI […] The post All About Miss AI: The World’s First Beauty Pageant for AI Models appeared first on Analytics Vidhya.

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AI AI Analytics Analytics 297

KDnuggets

APRIL 15, 2024

A Python library for creating interactive maps with Google Earth Engine and ipyleaflet.

Data Analysis 277

Data Analysis Data Analysis Python Data Science 277

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?

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SAS Software

APRIL 15, 2024

It’s no secret, everyone is talking about generative AI (GenAI). In 2023, funding shot up five times year over year. According to a McKinsey report, “Generative AI could add the equivalent of $2.6 trillion to $4.4 trillion annually… by comparison, the United Kingdom’s entire GDP in 2021 was $3.1 trillion.” [.

AI 100

AI AI 100

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.

AI

Hacker News

APRIL 16, 2024

[Scientists at UC Riverside have demonstrated a new, RNA-based vaccine strategy that is effective against any strain of a virus and can be used safely even by babies or the immunocompromised.

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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 339

Analytics Analytics 339

KDnuggets

APRIL 16, 2024

Bring the latest AI implementation to Pandas to improve your data workflow.

Data Analysis 282

Data Analysis Data Analysis AI AI 282

FlowingData

APRIL 16, 2024

For Bloomberg, Daniela Sirtori, Madeline Campbell, and Marie Patino do some product counting : Data collected by the California Department of Public Health showed 108 potentially harmful substances listed as fragrance ingredients in everyday products ranging from face wash to conditioner, a Bloomberg analysis of database entries as of Feb. 6 found. Some of the compounds are identified as potential carcinogens by authorities such as the World Health Organization.

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Database 113

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AWS Machine Learning Blog

APRIL 17, 2024

Recent developments in machine learning (ML) have led to increasingly large models, some of which require hundreds of billions of parameters. Although they are more powerful, training and inference on those models require significant computational resources. Despite the availability of advanced distributed training libraries, it’s common for training and inference jobs to need hundreds of accelerators (GPUs or purpose-built ML chips such as AWS Trainium and AWS Inferentia ), and therefore tens o

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Hacker News

APRIL 16, 2024

Welcome to April 2024, again. We’re back, again. Over the weekend, we were all greeted by now-familiar news—a nation-state was exploiting a “sophisticated” vulnerability for full compromise in yet another enterprise-grade SSLVPN device.

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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.

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Deep Learning Deep Learning Analytics Analytics 333

KDnuggets

APRIL 17, 2024

Let's learn Python by building a command-line TO-DO list app, one step at a time.

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Python 245

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Analytics

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.

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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 17, 2024

Snowflake, a prominent player in AI technology, has unveiled its latest offering – the Snowflake Arctic embed family of models. This open-source initiative aims to revolutionize text embedding tasks and provide organizations with cutting-edge retrieval capabilities. Let’s delve deeper into this exciting new development in Retrieval Augmented Generation (RAG).

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Analytics Analytics AI AI 300

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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Artificial Intelligence Artificial Intelligence AI AI 326

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

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.

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Analytics Analytics Python 297

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!

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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.

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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 306

Analytics Analytics 306

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.