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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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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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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Falcon AI: The New Open Source Large Language Model

Analytics Vidhya

Introduction Ever since the launch of GPT (Generative Pre Trained) by Open AI, the world has been taken by storm by Generative AI. From that period on, many Generative Models have come into the picture. With each release of new Generative Large Language Models, AI kept on coming closer to Human Intelligence. However, the Open […] The post Falcon AI: The New Open Source Large Language Model appeared first on Analytics Vidhya.

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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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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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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.

OpenAI 172
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Navigating the Future: Generative AI, Application Analytics, and Data

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?

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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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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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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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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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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

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.

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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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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.

LLM 105
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A New AI Research from China Introduces a Multimodal LLM called Shikra that can Handle Inputs and Outputs of Spatial Coordinates in Natural Language

Marktechpost

Multimodal Large Language Models (MLLMs) have significantly developed in recent months. They direct people’s attention to Large Language Models (LLMs), where people may discuss the input image. Although these models can understand visual content, they cannot communicate with users about the exact locations of the material. Both users and the models cannot provide specific positions for the stated material in a picture.

LLM 111
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How to Improve Email Deliverability and Optimize Each Send

Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

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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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Revolutionizing Underwater Exploration: Brown University’s Pleobot Unlocks Ocean Secrets

Unite.AI

Imagine a sophisticated network of interconnected, self-directed robots. They operate in unison, like an intricate aquatic ballet, navigating the pitch-black depths of the ocean, carrying out detailed scientific surveys and high-stakes search-and-rescue missions. This futuristic vision is inching closer to reality, thanks to researchers at Brown University, who are pioneering the development of a new type of underwater navigation robots.

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Faster Encoders with Transformers for Segmentation | LeViT U-Net

Artificial Corner

LeViT Transformer + U-Net architecture for fast and accurate semantic segmentation Tim Rüßmann on Splash LeViT-UNet[2] is a new architecture for medical image segmentation that uses a transformer encoder instead of a convolutional encoder, which allows it to learn long-range dependencies more efficiently. This makes LeViT-UNet[2] faster than traditional U-Nets while still achieving state-of-the-art segmentation performance.

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How AI is reshaping the rules of business

Flipboard

Over the past few weeks, there have been a number of significant developments in the global discussion on AI risk and regulation. The emergent theme, both from the U.S. hearings on OpenAI with Sam Altman and the EU’s announcement of the amended AI Act, has been a call for more regulation.

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Brick & Mortar Retail Relevance: How to Stay Ahead of the Curve

Speaker: Jay Black, Senior Account Executive

Let's set the record straight: in-store retail isn't dead - it's evolving! Faced with the digital age and the demands of omnichannel shopping, some retailers are thriving while others are struggling to adapt. Join Jay Black in this exclusive session as he explores the strategies that set successful stores apart, including: Crafting unique and unforgettable in-store experiences 🛍️ Mastering the art of retail demands 🛒 Navigating inventory challenges in today's climate 📦 an

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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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Shaping the Future of Artificial Intelligence AI: The Significance of Prompt Engineering for Progress and Innovation

Marktechpost

ChatGPT has been the talk of the town since the day it has released. Over a million users are already using the revolutionary chatbot for interaction. For the unaware, ChatGPT is a large language model (LLM) trained by OpenAI to respond to different questions and generate information on an extensive range of topics. It can translate multiple languages, generate unique and creative user-specific content, summarize long text paragraphs, etc.

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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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Doug Fuller, VP of Software Engineering at Cornelis Networks – Interview Series

Unite.AI

As Vice President of Software Engineering, Doug is responsible for all aspects of the Cornelis Networks ’ software stack, including the Omni-Path Architecture drivers, messaging software, and embedded device control systems. Before joining Cornelis Networks, Doug led software engineering teams at Red Hat in cloud storage and data services. Doug’s career in HPC and cloud computing began at Ames National Laboratory’s Scalable Computing Laboratory.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

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.

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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

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AWS exec downplays existential threat of AI, calls it a ‘mathematical parlor trick’

Flipboard

While there are some big names in the technology world that are worried about a potential existential threat posed by artificial intelligence (AI), Matt Wood, VP of product at AWS, is not one of them.

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Using Excel with SAS for Microsoft 365 as a Data Detective

SAS Software

Using SAS for Microsoft 365, you can enhance your Excel spreadsheets with additional insights from SAS Viya via one seamless integrated experience. The post Using Excel with SAS for Microsoft 365 as a Data Detective appeared first on SAS Blogs.

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