Data Science Dojo
DECEMBER 6, 2023
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.
databricks
DECEMBER 6, 2023
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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Analytics Vidhya
DECEMBER 6, 2023
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.
Data Science Dojo
DECEMBER 6, 2023
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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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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
DECEMBER 6, 2023
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
Adrian Bridgwater for Forbes
DECEMBER 6, 2023
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).
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
insideBIGDATA
DECEMBER 6, 2023
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.
Analytics Vidhya
DECEMBER 6, 2023
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.
Machine Learning Research at Apple
DECEMBER 6, 2023
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.
Analytics Vidhya
DECEMBER 6, 2023
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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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?
KDnuggets
DECEMBER 6, 2023
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!
Analytics Vidhya
DECEMBER 6, 2023
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.
Data Science Dojo
DECEMBER 6, 2023
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?
Analytics Vidhya
DECEMBER 6, 2023
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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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.
Data Science Dojo
DECEMBER 6, 2023
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?
Analytics Vidhya
DECEMBER 6, 2023
Introduction Welcome to the fascinating realm of Generative AI Frameworks, where innovation and creativity converge in the digital landscape. The power of Generative Artificial Intelligence is not just a technological marvel. It’s a dynamic force shaping the way we interact with machines and produce content. Picture this: the ability to conjure stories, images, and even […] The post Top 5 Generative AI Frameworks to Use in 2024 appeared first on Analytics Vidhya.
databricks
DECEMBER 6, 2023
This was written in collaboration with Andrew Mullins, Director of Data Science at Kin + Carta. With the rise of new technologies from.
Analytics Vidhya
DECEMBER 6, 2023
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?
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.
KDnuggets
DECEMBER 6, 2023
Matching your needs with your ideal visualization framework.
Analytics Vidhya
DECEMBER 6, 2023
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.
Dataconomy
DECEMBER 6, 2023
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.
Analytics Vidhya
DECEMBER 6, 2023
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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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.
Machine Learning Research at Apple
DECEMBER 6, 2023
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).
Analytics Vidhya
DECEMBER 6, 2023
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.
Dataconomy
DECEMBER 6, 2023
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?
Analytics Vidhya
DECEMBER 6, 2023
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.
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.
Dataconomy
DECEMBER 6, 2023
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
Data Science Dojo
DECEMBER 6, 2023
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.
Hacker News
DECEMBER 6, 2023
Governments can access records related to push notifications from mobile apps by requesting that data from Apple and Google, according to details in court records and a US senator.
Analytics Vidhya
DECEMBER 6, 2023
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 What is Hill Climbing Algorithm in AI?
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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