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.
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.
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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).
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
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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?
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
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!
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
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.
Dataconomy
DECEMBER 6, 2023
According to PISA ranking 2023 , the children are not doing well at all. The most recent findings from the Programme for International Student Assessment (PISA), a leading global organization for ranking students, are causing concerns throughout Europe. The Programme for International Student Assessment (PISA) stands as a beacon, illuminating the academic proficiency of 15-year-olds across the globe.
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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
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.
KDnuggets
DECEMBER 6, 2023
Matching your needs with your ideal visualization framework.
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.
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.
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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.
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?
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 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.
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.
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
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
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
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.
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While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.
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.
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 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.
KDnuggets
DECEMBER 6, 2023
See the substantial differences between the famous algorithms.
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
DECEMBER 6, 2023
One month after a major round of layoffs impacted roughly 100 Bungie employees of 1,200, those remaining at the Destiny developer say the cuts, as well as other cost-cutting measures, came alongside an apparent scramble by studio leadership to avoid a total Sony takeover.
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?
DECEMBER 6, 2023
The explosion of AI startups in dozens of sectors masks something many of them share: They are increasingly built on top of standardized technology from a few AI giants like OpenAI, Google, and Meta. This puts a premium on strategy over proprietary technology. Companies who use these tools will need to think about how they’ll create value beyond the technical features they offer and what they will do to stand out from the pack.
Hacker News
DECEMBER 6, 2023
In the theory of cellular automata, an oscillator is a pattern that repeats itself after a fixed number of generations; that number is called its period. A cellular automaton is called omniperiodic if there exist oscillators of all periods. At the turn of the millennium, only twelve oscillator periods remained to be found in Conway's Game of Life.
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In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.
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