Wed.Dec 06, 2023

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Meet Gemini: Google’s Answer to ChatGPT

Analytics Vidhya

In the ever-evolving world of artificial intelligence, Google has now made a groundbreaking leap with its latest creation, Gemini AI. According to Google, Gemini, optimized for different sizes: Ultra, Pro and Nano, is their most capable and general model yet, with state-of-the-art performance across many leading benchmarks. This advanced conversational AI model has the potential […] The post Meet Gemini: Google’s Answer to ChatGPT appeared first on Analytics Vidhya.

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Creating High Quality RAG Applications with Databricks

databricks

Retrieval-Augmented-Generation (RAG) has quickly emerged as a powerful way to incorporate proprietary, real-time data into Large Language Model (LLM) applications. Today we are.

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In-Depth Insights into GPT-4 and XGBoost 2.0: AI’s New Frontiers

Analytics Vidhya

Introduction AI is experiencing a significant shift with the emergence of LLMs like GPT-4, revolutionizing machine understanding and generation of human language. Alongside, xgboost 2.0 emerges as a formidable tool in predictive modelling, enhancing machine learning with improved efficiency and accuracy. This article leads to the capabilities and applications of GPT-4 and xgboost 2.0, examining […] The post In-Depth Insights into GPT-4 and XGBoost 2.0: AI’s New Frontiers appeared fir

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How ‘Seeing’ AI Focuses On Large Vision Models

Adrian Bridgwater for Forbes

Driving AI into the image space is Landing AI, a computer vision cloud company that specializes in building what it calls domain-specific Large Vision Models (LVMs).

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The 2nd Generation of Innovation Management: A Survival Guide

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?

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Deep Search: Microsoft Bing Integrate with GPT-4

Analytics Vidhya

Microsoft is set to revolutionize online search with its latest feature, integrated with OpenAI’s GPT-4 technology. This enhancement to Bing’s capabilities promises a more nuanced and comprehensive exploration of complex queries, enriching the user’s search experience. Deep Search Overview Microsoft’s Bing, powered by GPT-4, aims to simplify the process of generating AI prompts.

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Types of Visualization Frameworks

KDnuggets

Matching your needs with your ideal visualization framework.

More Trending

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Retrieval augmented generation (RAG) – Elevate your large language models experience

Data Science Dojo

In this blog, we are enhancing our Language Model (LLM) experience by adopting the Retrieval-Augmented Generation (RAG) approach! We’ll explore the fundamental architecture of RAG conceptually and delve deeper by implementing it through the Lang Chain orchestration framework and leveraging an open-source model from Hugging Face for both question answering and text embedding.

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How Nexusflow’s NexusRaven-V2 Beats GPT-4 at Its Own Game!

Analytics Vidhya

In the rapidly evolving landscape of artificial intelligence, a new contender has emerged, challenging the dominance of established AI models. Nexusflow, a name that’s buzzing in tech circles, has unveiled an open-source generative AI model, NexusRaven, that not only empowers developers with more accessible tools but also claims to outperform the mighty GPT-4 in zero-shot […] The post How Nexusflow’s NexusRaven-V2 Beats GPT-4 at Its Own Game!

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WTF is the Difference Between GBM and XGBoost?

KDnuggets

See the substantial differences between the famous algorithms.

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DynamoDB vs. Cassandra: Choosing the Right Database for Your Business

Analytics Vidhya

Introduction In the digital age, databases are the backbone of any business. They store, organize, and manage vast amounts of data that drive business operations and decision-making. Choosing the right database can significantly impact a business’s efficiency, scalability, and profitability. This article will delve into two popular databases, DynamoDB vs.

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Apache Airflow® Best Practices: DAG Writing

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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Multimodality revolution: Exploring GPT-4 Vision’s use-cases 

Data Science Dojo

Multimodality refers to an AI model’s ability to understand, process, and generate multiple types of information, such as text, images, and potentially even sounds. It’s the capacity to interpret and interact with various data forms, where the model not only reads textual information but also comprehends visual or other types of data. How does multimodality increase the power of LLMs?

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Meta Launches New AI Features on Facebook, Instagram

Analytics Vidhya

In a year filled with remarkable strides in artificial intelligence, Meta has undoubtedly taken the lead with groundbreaking advancements. From enhancing virtual assistants to revolutionizing content creation, the tech giant is poised to shape the AI landscape in the coming year, by releasing 20 new ways Generative AI can improve experiences across: Facebook, Instagram, WhatsApp […] The post Meta Launches New AI Features on Facebook, Instagram appeared first on Analytics Vidhya.

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KDnuggets News, December 6: GitHub Repositories to Master Machine Learning • 5 Free Courses to Master Data Engineering

KDnuggets

This week on KDnuggets: Discover GitHub repositories from machine learning courses, bootcamps, books, tools, interview questions, cheat sheets, MLOps platforms, and more to master ML and secure your dream job • Data engineers must prepare and manage the infrastructure and tools necessary for the whole data workflow in a data-driven company • And much, much more!

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Exploring Heights in AI: The Hill Climbing Algorithm Unveiled

Analytics Vidhya

Introduction In the intricate world of artificial intelligence (AI), the Hill Climbing Algorithm emerges as a fundamental method for problem-solving. Inspired by the metaphorical ascent up a hill, this technique is crucial for navigating the complex terrain of optimization problems in AI. It’s a strategic approach to finding the most effective solution among many possibilities, […] The post Exploring Heights in AI: The Hill Climbing Algorithm Unveiled appeared first on Analytics Vidh

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Optimizing The Modern Developer Experience with Coder

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.

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DeepPCR: Parallelizing Sequential Operations in Neural Networks

Machine Learning Research at Apple

Parallelization techniques have become ubiquitous for accelerating inference and training of deep neural networks. Despite this, several operations are still performed in a sequential manner. For instance, the forward and backward passes are executed layer-by-layer, and the output of diffusion models is produced by applying a sequence of denoising steps.

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Learning Path to Become a Data Analyst in 2024

Analytics Vidhya

Introduction The year 2023 has been a pivotal chapter, shaping the landscape of data analysis and insight generation. As we step into the promising horizon of 2024, data analytics beckons with fresh opportunities and evolving challenges. Charting a course through this dynamic terrain requires expertise and a strategic roadmap, a blueprint that navigates the intricacies […] The post Learning Path to Become a Data Analyst in 2024 appeared first on Analytics Vidhya.

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Generative AI Report – 12/6/2023

insideBIGDATA

Welcome to the Generative AI Report round-up feature here on insideBIGDATA with a special focus on all the new applications and integrations tied to generative AI technologies. We’ve been receiving so many cool news items relating to applications and deployments centered on large language models (LLMs), we thought it would be a timely service for readers to start a new channel along these lines.

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Top 10 Books to Master SQL Concepts in 2024

Analytics Vidhya

Introduction Structured Query Language (SQL) is the backbone of relational database management systems. It serves as a powerful tool for manipulating and retrieving data from large databases. As we step into 2024, the demand for SQL proficiency continues to rise across various industries, emphasizing the need for professionals to master its concepts thoroughly.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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Automotive Giant Turns Data Into Business Value With Databricks

databricks

This was written in collaboration with Andrew Mullins, Director of Data Science at Kin + Carta. With the rise of new technologies from.

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Pioneering Data Science in Latin America with Favio Vazquez

Analytics Vidhya

In this edition of Leading with Data, we feature Favio Vazquez, a physicist turned computer engineer and data scientist. Armed with a master’s degree in physics and a profound interest in cosmology, Favio has not only generated over 2M USD in new business for H2O.ai but has also been instrumental in securing 20+ customers in […] The post Pioneering Data Science in Latin America with Favio Vazquez appeared first on Analytics Vidhya.

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Instagram Hype comments will further enhance Stories engagement

Dataconomy

Quick take: Meta introduces Instagram Hype comments to boost interaction in Stories, enhancing user engagement and content visibility. Core insight: The new feature reflects Instagram’s shift towards more interactive, engaging content and Meta’s broader strategy to increase user participation and original content creation on its platforms.

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How to Use the ChatGPT Voice Chat Feature?

Analytics Vidhya

Introduction Imagine conversing with an AI as naturally as chatting with a friend. This is no longer the stuff of sci-fi dreams but a thrilling reality, thanks to the latest innovation in AI technology: ChatGPT’s voice chat feature. This breakthrough brings AI interaction into our everyday lives, available to everyone, regardless of whether you’re a […] The post How to Use the ChatGPT Voice Chat Feature?

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The Cloud Development Environment Adoption Report

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.

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The multimodal revolution: Exploring GPT-4 vision’s advanced use-cases 

Data Science Dojo

Multimodality refers to an AI model’s ability to understand, process, and generate multiple types of information, such as text, images, and potentially even sounds. It’s the capacity to interpret and interact with various data forms, where the model not only reads textual information but also comprehends visual or other types of data. How does multimodality increase the power of LLMs?

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Apple Introduces Open-Source ML Framework: MLX

Analytics Vidhya

In a significant stride towards fostering collaboration and innovation in the field of machine learning, Apple has unveiled MLX, an open-source array framework specifically tailored for machine learning on Apple silicon. Developed by Apple’s esteemed machine learning research team, MLX promises a refined experience for researchers, enhancing the efficiency of model training and deployment.

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The Multimodal Revolution: Exploring GPT-4 Vision’s Advanced Use-Cases 

Data Science Dojo

Multimodality refers to an AI model’s ability to understand, process, and generate multiple types of information, such as text, images, and potentially even sounds. It’s the capacity to interpret and interact with various data forms, where the model not only reads textual information but also comprehends visual or other types of data. How does multimodality increase an LLMs power?

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Google’s Gemini AI unveiled and here is what you need to know

Dataconomy

Google has once again positioned itself at the forefront with the launch of its most powerful and versatile artificial intelligence model to date — Gemini AI. As the demand for monetizing AI continues to mount, Google responds with a resounding answer, unveiling a triad of sophistication: Gemini Ultra, Gemini Pro, and Gemini Nano. So what is Gemini AI, what will it change in our lives, and what are the differences from its competitors?

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Marketing Operations in 2025: A New Framework for Success

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.

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HUGS: Human Gaussian Splats

Machine Learning Research at Apple

Recent advances in neural rendering have improved both training and rendering times by orders of magnitude. While these methods demonstrate state-of-the-art quality and speed, they are designed for photogrammetry of static scenes and do not generalize well to freely moving humans in the environment. In this work, we introduce Human Gaussian Splats (HUGS) that represents an animatable human together with the scene using 3D Gaussian Splatting (3DGS).

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Microsoft continues to steal from ChatGPT: Upcoming Microsoft Copilot features

Dataconomy

Microsoft is celebrating a year of AI advances with a sneak peek at Microsoft Copilot features it’s currently testing for its AI platform. Now available on Windows 10 and Windows 11, Copilot will soon tap into OpenAI’s latest model, GPT-4 Turbo, significantly increasing its capabilities. GPT-4 Turbo brings the OpenAI model’s knowledge base up to April 2023 and significantly increases how much information it can ingest at one time, enabling users to tackle more complex and longe

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The Case of the Missing Vega AVUM Propellant Tanks

Hacker News

Avio has lost two propellant tanks, placing doubt on the company’s ability to complete the final mission of its Vega rocket

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Meta and Microsoft say they will buy AMD's new AI chip as an alternative to Nvidia's

Flipboard

Meta, OpenAI, and Microsoft said at an AMD investor event Wednesday they will use AMD's newest AI chip, the Instinct MI300X.

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Introducing CDEs to Your Enterprise

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.