Sat.Sep 23, 2023 - Fri.Sep 29, 2023

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5 Free Data Science Projects With Solutions

Analytics Vidhya

Introduction Are you eager to dive into data science and sharpen your skills? Look no further! This article will explore five exciting data science projects with step-by-step solutions. Whether you’re a novice looking to learn or an experienced data enthusiast seeking to expand your portfolio, these hands-on free data science projects will empower you to […] The post 5 Free Data Science Projects With Solutions appeared first on Analytics Vidhya.

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AI Chatbots Grapple with Linguistic Understanding

Unite.AI

The advent of artificial intelligence (AI) chatbots has reshaped conversational experiences, bringing forth advancements that seem to parallel human understanding and usage of language. These chatbots, fueled by substantial language models, are becoming adept at navigating the complexities of human interaction. However, a recent study has brought to light the persistent vulnerability of these models in distinguishing natural language from nonsense.

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Cyber Security & Cloud Expo: The alarming potential of AI-powered cybercrime

AI News

In a packed session at Cyber Security & Cloud Expo Europe , Raviv Raz, Cloud Security Manager at ING , turned the spotlight away from traditional security threats and delved into the world of AI-powered cybercrime. Raz shared insights from his extensive career, including his tenure as technical director for a web application firewall company. This role exposed him to the rise of the “Cyber Dragon” and Chinese cyberattacks, inspiring him to explore the offensive side of cybersecur

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Closing the breach window, from data to action

IBM Journey to AI blog

Accelerate threat detection and response (TDR) using AI-powered centralized log management and security observability It is not news to most that cyberattacks have become easier to launch and harder to stop as attackers have gotten smarter and faster. For those defending against cyberthreats, things continue to get more complicated. The list of challenges is long: cloud attack surface sprawl, complex application environments, information overload from disparate tools, noise from false positives

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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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A Beginners Guide to LLMOps For Machine Learning Engineering 

Analytics Vidhya

Introduction The release of OpenAI’s ChatGPT has inspired a lot of interest in large language models (LLMs), and everyone is now talking about artificial intelligence. But it’s not just friendly conversations; the machine learning (ML) community has introduced a new term called LLMOps. We have all heard of MLOps, but what is LLMOps? Well, it’s […] The post A Beginners Guide to LLMOps For Machine Learning Engineering appeared first on Analytics Vidhya.

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How DALL-E 2 Actually Works

AssemblyAI

DALL-E 3 OpenAI has recently announced DALL-E 3, the successor to DALL-E 2. For information on what DALL-E 3 is, how it works, and the differences between DALL-E 3 and DALL-E 2, jump down to this section. OpenAI's groundbreaking model DALL-E 2 hit the scene at the beginning of the month, setting a new bar for image generation and manipulation. With only a short text prompt, DALL-E 2 can generate completely new images that combine distinct and unrelated objects in semantically plausible ways

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Open source large language models: Benefits, risks and types

IBM Journey to AI blog

Large language models (LLMs) are foundation models that use artificial intelligence (AI), deep learning and massive data sets, including websites, articles and books, to generate text, translate between languages and write many types of content. There are two types of these generative AI models: proprietary large language models and open source large language models.

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How to Become a Supply Chain Analyst in 2023?

Analytics Vidhya

Introduction In a world where laptops travel thousands of miles before reaching your doorstep and your favorite restaurant’s secret ingredient arrives from afar, the global supply chain orchestrates this intricate dance of goods and services. The supply chain analysts emerge as the unsung heroes, navigating these challenges to ensure products reach consumers seamlessly.

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Industry 4.0 Metaverse Unlocked: How AR/VR, AI and 3D Technology Are Powering The Next Industrial Revolution

Unite.AI

Immersive mixed reality, and extended reality technologies, which are comprised by virtual reality (VR) and augmented reality (AR), continue to be key driving factors in business innovation and expansion. By transforming how companies run, interact with their customers, and accomplish their objectives, this technological solution set has been making a significant impact across multiple industries.

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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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Netanyahu warns of potential 'eruption of AI-driven wars' that could lead to 'unimaginable' consequences

Flipboard

Israel Prime Minister Benjamin Netanyahu warned the world is on the cusp of an artificial intelligence revolution that could launch nations into prosperous times or lead to all-out destruction fueled by devastating high-tech wars.

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Real-time transaction data analysis with IBM Event Automation

IBM Journey to AI blog

As the pace and volume of digital business continue to increase, organizations are facing mounting pressure to accelerate the speed at which they do business. The ability to quickly respond to shifting customer and market dynamics has become key for contending with today’s growing digital economy. In a survey run by IDC, a leading provider of global IT research and advice, 43% of technology leaders indicated that they were “planning to deliver innovative digital products and services

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Fundamental Principles of Langchain in LLM Based Application Development

Analytics Vidhya

Introduction We live in an age where large language models (LLMs) are on the rise. One of the first things that comes to mind nowadays when we hear LLM is OpenAI’s ChatGPT. Now, did you know that ChatGPT is not exactly an LLM but an application that runs on LLM models like GPT 3.5 and […] The post Fundamental Principles of Langchain in LLM Based Application Development appeared first on Analytics Vidhya.

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How to Boost Productivity With the Help of AI

Unite.AI

As an entrepreneur and CEO, I am always looking for ways to be more productive and efficient. That is why I have become so passionate about artificial intelligence and how it can transform the way we work. After diving deep into AI over the past year, I have seen incredible benefits that any founder, executive or knowledge worker can tap into. Especially when it comes to utilizing artificial intelligence to streamline work processes and boost productivity.

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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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Meta quietly unveils Llama 2 Long AI that beats GPT-3.5 Turbo and Claude 2 on some tasks

Flipboard

Meta Platforms showed off a bevy of new AI features for its consumer-facing services Facebook, Instagram and WhatsApp at its annual Meta Connect conference in Menlo Park, California, this week.

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In observability, “automation” is spelled I-N-S-T-A-N-A

IBM Journey to AI blog

Modern application environments need real-time automated observability to have visibility and insights into what is going on. Because of the highly dynamic nature of microservices and the numerous interdependencies among application components, having an automated approach to observability is essential. That’s why traditional solutions like New Relic struggle to keep up with monitoring in cloud-native environments.

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Top 140+ Generative AI Tools That Can Make Your Work Easy

Analytics Vidhya

Introduction Artificial Intelligence (AI) has catalyzed a profound transformation across diverse sectors, reshaping how we work, create, learn, and interact. Join us as we navigate this AI-powered odyssey, where innovation knows no bounds, and the future is being shaped by lines of code and algorithms that hold the potential to change our lives in ways […] The post Top 140+ Generative AI Tools That Can Make Your Work Easy appeared first on Analytics Vidhya.

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Building Trust in AI with ID Verification

Unite.AI

Generative AI has captured interest across businesses globally. In fact, ​​60% of organizations with reported AI adoption are now using generative AI. Today’s leaders are racing to determine how to incorporate AI tools into their tech stacks to remain competitive and relevant – and AI developers are creating more tools than ever before. But, with rapid adoption and the nature of the technology, many security and ethical concerns are not fully being considered as businesses rush to incorpor

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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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ChatGPT can now access up to date information

Flipboard

OpenAI, the Microsoft-backed creator of ChatGPT, has confirmed the chatbot can now browse the internet to provide users with current information. The artificial intelligence-powered system was previously trained only using data up to September 2021.

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Spatial computing is the next frontier in airline flight safety

IBM Journey to AI blog

Flight delays are a frustrating aspect of flying. It’s a situation most can relate to: sitting in the terminal or on the tarmac wondering why your flight is delayed, with no answers or information. There are dozens of reasons why an aircraft could be delayed with safety being the underpinning reason for many of them. Suppose an aircraft incurs minor damage from a lightning strike or by coming into contact with ground equipment as it’s being towed or refueled, or it sustains damage fr

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Revolutionizing Image Retrieval: Harnessing Neo4j and Embeddings for Speed and Precision

Analytics Vidhya

Introduction Picture this: You’re searching for products that look like something you’ve seen and loved before. Finding visually similar items can be a game-changer, whether fashion, home decor, or gadgets. But how do you navigate through a vast sea of images to pinpoint those perfect matches? Enter the world of robust image retrieval systems.

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Meta Propels User Interaction Forward with AI-Powered Assistants and Characters

Unite.AI

Meta, previously known as Facebook, is spearheading innovative initiatives by introducing AI-powered assistant characters and novel creative tools. This endeavor aligns with the company’s mission to enrich user interaction across its suite of applications, with an initial focus on WhatsApp and Instagram. Revolutionizing Interaction with AI Assistants Meta’s latest development is poised to revolutionize interaction within its platforms by deploying AI-powered assistants.

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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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AI, implants form ‘digital bridge’ to help paralyzed man move arms, hands

Flipboard

CNN — A 46-year-old Swiss man who was paralyzed after falling on ice has regained some movement after a world-first surgery that installed an implant on his brain that uses artificial intelligence to read his thoughts, his intentions to move, and transfers them to a second implant in his abdomen …

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Child support systems modernization: The time is now

IBM Journey to AI blog

The majority of today’s child support systems are dated, first-generation systems that are now more than 25 years old. These systems need modernization to meet the evolving needs of children and families in the 21 st century. With more than 20% of families and children supported by these systems, the impact is significant. Today’s constituents are interested in engaging with services using modern, consumer-friendly technologies, platforms and devices.

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Image Semantic Segmentation Using Dense Prediction Transformers

Analytics Vidhya

Introduction This article will look at a computer vision technique of Image Semantic Segmentation. Although this sounds complex, we’re going to break it down step by step, and we’ll introduce an exciting concept of image semantic segmentation, which is an implementation using dense prediction transformers or DPTs for short from the Hugging Face collections.

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Generative AI in Finance: FinGPT, BloombergGPT & Beyond

Unite.AI

Generative AI refers to models that can generate new data samples that are similar to the input data. The success of ChatGPT opened many opportunities across industries, inspiring enterprises to design their own large language models. The finance sector, driven by data, is now even more data-intensive than ever. I work as a data scientist at a French-based financial services company.

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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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ChatGPT can now search the web in real time

Flipboard

OpenAI posted today that ChatGPT can once more trawl the web for current information, offering answers taken directly from “current and authoritative” sources, which it cites in its responses.

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ChatGPT can now see, hear, and speak

OpenAI

We are beginning to roll out new voice and image capabilities in ChatGPT. They offer a new, more intuitive type of interface by allowing you to have a voice conversation or show ChatGPT what you’re talking about.

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Evaluation of GenAI Models and Search Use Case

Analytics Vidhya

Introduction Generative Artificial Intelligence (AI) models have revolutionized natural language processing (NLP) by producing human-like text and language structures. These models have opened doors to various applications, from chatbots to content generation, that enable more interactive and versatile interactions between humans and machines. But how do we evaluate the effectiveness of these generative AI models […] The post Evaluation of GenAI Models and Search Use Case appeared first on