July, 2023

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Empowering Real-Time Insights with Website Monitoring Using Python

Analytics Vidhya

Introduction The purpose of this project is to develop a Python program that automates the process of monitoring and tracking changes across multiple websites. We aim to streamline the meticulous task of detecting and documenting modifications in web-based content by utilizing Python. This capability is invaluable for real-time news tracking, immediate product updates, and conducting […] The post Empowering Real-Time Insights with Website Monitoring Using Python appeared first on Analytics

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What is AI Hyperpersonalization? Advantages, Case Studies, & Ethical Concerns

Unite.AI

For decades, marketers have been researching the best strategies to create effective marketing campaigns to keep up with the ever-evolving consumer preferences. AI hyperpersonalization is a recent addition to a marketer’s arsenal. Traditional marketing strategies rely on broad consumer segmentation that is beneficial for reaching larger groups. But this approach is sub-optimal for understanding individual needs.

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Design Patterns for LLM Systems & Products

Eugene Yan

Evals, RAG, fine-tuning, caching, guardrails, defensive UX, and collecting user feedback.

LLM 246
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Advanced Techniques for Research with ChatGPT

Flipboard

Last Updated on July 5, 2023 Research has always been essential to human progress and has evolved tremendously over the past few years. With the advent of advanced technologies, new tools and techniques have emerged to conduct more efficient research and to stay at the forefront of knowledge. One such technology is ChatGPT, a large […] The post Advanced Techniques for Research with ChatGPT appeared first on MachineLearningMastery.com.

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

Speaker: David Warren and Kevin O’Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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XPENG Unleashes G6 Coupe SUV for Mainstream Market

NVIDIA

China electric vehicle maker XPENG Motors has announced its new G6 coupe SUV — featuring an NVIDIA-powered intelligent advanced driver assistance system — is now available to the China market. The G6 is XPENG’s first model featuring the company’s proprietary Smart Electric Platform Architecture (SEPA) 2.0, which aims to reduce development and manufacturing costs and shorten R&D cycles since the modular architecture will be compatible with future models.

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Beginner’s Guide to Build Your Own Large Language Models from Scratch

Analytics Vidhya

Introduction Be it twitter or Linkedin, I encounter numerous posts about Large Language Models(LLMs) each day. Perhaps I wondered why there’s such an incredible amount of research and development dedicated to these intriguing models. From ChatGPT to BARD, Falcon, and countless others, their names swirl around, leaving me eager to uncover their true nature.

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European Union and Japan Explore Strategic Collaboration in AI and Semiconductors

Unite.AI

The European Union is seeking to forge a stronger alliance with Japan in pivotal technology sectors such as artificial intelligence (AI), as part of its strategy to lessen dependence on China. EU Commissioner Thierry Breton emphasized this initiative in a recent Twitter video, where he announced that AI would be a high-priority discussion topic in his meeting with the Japanese government.

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GPT-4 API general availability and deprecation of older models in the Completions API

OpenAI

GPT-3.5 Turbo, DALL·E and Whisper APIs are also generally available, and we are releasing a deprecation plan for older models of the Completions API, which will retire at the beginning of 2024.

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Meet Pixis AI: An Emerging Startup Providing Codeless AI Solutions

Flipboard

Training AI models requires massive volumes of information. But not all information is the same. The data to train the model must be error-free, properly formatted and labeled, and reflective of the issue. This can be a difficult and time-consuming process. It might be challenging to debug AI models when they fail to function as planned. This is because the models are usually intricate, and various factors may contribute to a malfunction.

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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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AI, Digital Twins to Unleash Next Wave of Climate Research Innovation

NVIDIA

AI and accelerated computing will help climate researchers achieve the miracles they need to achieve breakthroughs in climate research, NVIDIA founder and CEO Jensen Huang said during a keynote Monday at the Berlin Summit for the Earth Virtualization Engines initiative. “Richard Feynman once said that ‘what I can’t create, I don’t understand’ and that’s the reason why climate modeling is so important,” Huang told 180 attendees at the Harnack House in Berlin, a storied gathering place for the reg

AI 128
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Researchers from the University of Toronto Introduce scGPT: A Foundation Model for Single-Cell Biology based on Generative Pre-Trained Transformer Across a Repository of Over 33 Million Cells

Marktechpost

Natural language processing and computer vision are only examples of the fields where generative pre-trained models have succeeded incredibly. In particular, a viable strategy for constructing foundation models is to combine varied large-scale datasets with pre-trained transformers. The study investigates the feasibility of foundation models to further research in cellular biology and genetics by drawing connections between language and biological constructions (where texts constitute genes and

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How to Become a Data Analyst With No Experience?

Analytics Vidhya

Introduction Did you know that entry-level data analysts can earn up to $49,092 annually? In today’s data-driven world, data analytics careers span diverse industries, offering numerous pathways to enter this rapidly-growing field. Data is the primary decision-making tool for every organization. Analytics is an essential aspect of strategic planning across all sectors.

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Google Reveals Use of Public Web Data in AI Training

Unite.AI

In a recent update to its privacy policy, Google has openly admitted to using publicly available information from the web to train its AI models. This disclosure, spotted by Gizmodo , includes services like Bard and Cloud AI. Google spokesperson Christa Muldoon stated to The Verge that the update merely clarifies that newer services like Bard are also included in this practice, and that Google incorporates privacy principles and safeguards into the development of its AI technologies.

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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Exploring institutions for global AI governance

DeepMind

New white paper investigates models and functions of international institutions that could help manage opportunities and mitigate risks of advanced AI. Growing awareness of the global impact of advanced artificial intelligence (AI) has inspired public discussions about the need for international governance structures to help manage opportunities and mitigate risks involved.

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AI Battles the Bane of Space Junk

Flipboard

Photos from low-earth orbit (LEO) are often strikingly beautiful. But what they typically fail to capture is the tens of thousands of debris pieces, or “space junk,” that orbit around Earth’s face like hungry mosquitos—and threaten to hit satellites and other orbiting assets with enough force to be destructive. Such pieces of space junk only a fraction of which space agencies like NASA and ESA can track with ground-based telescopes are only going to multiply as mega-constellations like Starlink

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Microsoft Introduces New LLM phi-1: Specialized in Python Coding Tasks

ODSC - Open Data Science

In a new paper , a team from Microsoft introduces phi-1 to the world. A new transformer-based large language model for code. Specialized in Python coding, it has a significantly smaller size compared to competing models. In the study, the team also investigates the impact of high-quality data on enhancing the performance of SOTA LLMS while reducing dataset size and training computation.

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Researchers from Peking University Introduce ChatLaw: An Open-Source Legal Large Language Model with Integrated External Knowledge Bases

Marktechpost

Thanks to artificial intelligence’s ongoing growth and development, large-scale language models are now widely available. Models like ChatGPT, GPT4, LLaMA, Falcon, Vicuna, and ChatGLM have shown outstanding performance in various traditional tasks, opening up a world of opportunity for the legal profession. However, gathering reliable, current, high-quality data is essential to creating sizable language models.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

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Unveiling Denoising Autoencoders

Analytics Vidhya

Introduction Denoising Autoencoders are neural network models that remove noise from corrupted or noisy data by learning to reconstruct the initial data from its noisy counterpart. We train the model to minimize the disparity between the original and reconstructed data. We can stack these autoencoders together to form deep networks, increasing their performance.

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MPT-30B: MosaicML Outshines GPT-3 With A New LLM To Push The Boundaries of NLP

Unite.AI

MosaicML is a generative AI company that provides AI deployment and scalability solutions. Their latest large language model (LLM) MPT-30B is making waves across the AI community. MosaicML’s LLM journey started with the release of MPT-7B (Mosaic Pretrained Transformer) in May 2023 which came with three variants: MPT-7B-StoryWriter-65k+ (for long-form story generation) MPT-7B-Instruct (for short-form instruction following) MPT-7B-Chat (for dialogue generation) The models witnessed massive success

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Newly Discovered Phosphate Deposit Enough to Meet EV Battery, Solar Demand for 50 Years

Extreme Tech

While a majority of the world's phosphate rock is used to create fertilizer, it's rapidly becoming a vital component for EV and solar panel batteries.

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OpenAI makes GPT-4 generally available

Flipboard

OpenAI today announced the general availability of GPT-4, its latest text-generating model, through its API. Starting this afternoon, all existing OpenAI API developers “with a history of successful payments” can access GPT-4.

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The Tumultuous IT Landscape Is Making Hiring More Difficult

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

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Introducing Superalignment

OpenAI

We need scientific and technical breakthroughs to steer and control AI systems much smarter than us. To solve this problem within four years, we’re starting a new team, co-led by Ilya Sutskever and Jan Leike, and dedicating 20% of the compute we’ve secured to date to this effort. We’re looking for excellent ML researchers and engineers to join us.

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From GPT-1 to GPT-4: A Comprehensive Analysis and Comparison of OpenAI’s Evolving Language Models

Marktechpost

OpenAI provides a wide selection of models, each with its own features and cost structure, to meet the needs of various applications. Models are regularly updated to reflect the most recent advances in technology. Users can also adjust the models to make them work better for them. OpenAI’s GPT models have allowed major natural language processing (NLP) advancements.

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OpenAI Provides Access For GPT-4

Analytics Vidhya

Today, GPT-4, OpenAI’s cutting-edge text-generating model, was made generally available, according to an excited release from the company. Through its API, the business is providing developers with access to this ground-breaking technology. Access to GPT-4 will be opened up to new developers by the end of the month, but existing OpenAI API developers with a […] The post OpenAI Provides Access For GPT-4 appeared first on Analytics Vidhya.

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Explainable AI Using Expressive Boolean Formulas

Unite.AI

The explosion in artificial intelligence (AI) and machine learning applications is permeating nearly every industry and slice of life. But its growth does not come without irony. While AI exists to simplify and/or accelerate decision-making or workflows, the methodology for doing so is often extremely complex. Indeed, some “black box” machine learning algorithms are so intricate and multifaceted that they can defy simple explanation, even by the computer scientists who created them.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Chest X-ray Pneumonia Detection

Artificial Corner

a comprehensive guide to detecting Pneumonia using Pytorch library Chest X-Ray Images (Pneumonia) Datase t Pneumonia is a lung infection that causes inflammation of the alveoli, the small air sacs in the lungs. It can be caused by bacteria, viruses, or fungi. Chest X-rays are a common way to diagnose pneumonia. They can show areas of inflammation or consolidation in the lungs.

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OpenAI makes GPT-4 generally available

Flipboard

OpenAI today announced the general availability of GPT-4, its latest text-generating model, through its API. Starting this afternoon, all existing OpenAI API developers “with a history of successful payments” can access GPT-4.

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Top 5 machine learning models

Great Learning

Machine learning is an exciting and rapidly growing field that is helping organizations to develop predictive models and gain insights into their data. Machine learning models can be used to derive insights and predict outcomes in various scenarios, from detecting fraudulent behavior to predicting customer behavior. In this comprehensive guide, we will explore the various … Top 5 machine learning models Read More » The post Top 5 machine learning models appeared first on Great Learning Blo