Mon.Aug 12, 2024

article thumbnail

AIOps vs. MLOps: Harnessing big data for “smarter” ITOPs

IBM Journey to AI blog

Digital data has exploded in recent decades. Driven by significant advancements in computing technology, everything from mobile phones to smart appliances to mass transit systems generate and digest data, creating a big data landscape that forward-thinking enterprises can leverage to drive innovation. However, the big data landscape is just that. Big.

Big Data 278
article thumbnail

Smart Subject Email Line Generation with Word2Vec

Analytics Vidhya

Introduction Imagine you’re tasked with crafting the perfect subject line for a crucial email campaign, but standing out in a crowded inbox seems daunting. This article offers a solution with a step-by-step guide to Smart Subject Email Line Generation with Word2Vec. Discover how to harness the power of Word2Vec embeddings to create compelling and contextually […] The post Smart Subject Email Line Generation with Word2Vec appeared first on Analytics Vidhya.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Palantir and Microsoft partner to provide federal AI services

AI News

Palantir , a data analytics company known for its work in the defence and intelligence sectors, has announced a significant partnership with Microsoft. The collaboration aims to deliver advanced services for classified networks utilised by US defence and intelligence agencies. According to the recent announcement, Palantir is integrating Microsoft’s cutting-edge large language models via the Azure OpenAI Service into its AI platforms.

Big Data 274
article thumbnail

I Have Booked my Seat. Here’s How You can Register for NVIDIA AI Summit 2024.

Analytics Vidhya

Introduction After the successful wrap-up of the much-awaited Datahack Summit 2024, India will witness another big event: the NVIDIA AI Summit 2024. It is scheduled for October 23rd and 25th at the Jio World Conventional Centre in Mumbai, India. With the release of the notification, you might be wondering what to expect from this event. […] The post I Have Booked my Seat.

AI 277
article thumbnail

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

article thumbnail

Intel’s AI fumble: How the chip giant missed a big opportunity

AI News

In the fast-paced world of technology, missing the next big thing can be costly. For Intel , the semiconductor titan that once reigned supreme in the computer age, one such moment came and went quietly between 2017 and 2018. It was then that the company declined an opportunity that, in hindsight, appears to have been a golden ticket to the AI revolution.

OpenAI 257

More Trending

article thumbnail

Flux by Black Forest Labs: The Next Leap in Text-to-Image Models. Is it better than Midjourney?

Unite.AI

Black Forest Labs , the team behind the groundbreaking Stable Diffusion model, has released Flux – a suite of state-of-the-art models that promise to redefine the capabilities of AI-generated imagery. But does Flux truly represent a leap forward in the field, and how does it stack up against industry leaders like Midjourney? Let's dive deep into the world of Flux and explore its potential to reshape the future of AI-generated art and media.

article thumbnail

What are Relative, Absolute, and Mixed References in Excel?

Analytics Vidhya

Introduction When I first started working with spreadsheets, I was baffled by how formulas behaved when copied across cells. Sometimes, they worked perfectly, while others went completely haywire. I didn’t realize it then, but by mastering spreadsheets, I understand how references—relative, absolute, and mixed—function. Once I grasped this concept, my productivity skyrocketed.

270
270
article thumbnail

Maximizing compliance: Integrating gen AI into the financial regulatory framework

IBM Journey to AI blog

In an era where financial institutions are under increasing scrutiny to comply with Anti-Money Laundering (AML) and Bank Secrecy Act (BSA) regulations, leveraging advanced technologies like generative AI presents a significant opportunity. Large Language Models (LLMs) such as GPT-4 can enhance AML and BSA programs, driving compliance and efficiency in the financial sector, but there are risks involved with deploying gen AI solutions to production.

article thumbnail

What is Data Scrubbing?

Analytics Vidhya

Introduction Think of the fact that you’re planning a massive family gathering. You have a list of attendees, but it is full of wrong contacts, the same contacts and some of the names in the list are spelled wrongly. If you do not take your time to clean up this list, then there is every […] The post What is Data Scrubbing? appeared first on Analytics Vidhya.

article thumbnail

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?

article thumbnail

What is Customer Success? The key role of technical customer success and support teams in winning and retaining customers

AssemblyAI

Customer success (CS) and support teams are often the unsung heroes behind a company's success, especially in technical fields like AI where the implementation is new or more nuanced. These teams don't just solve problems—they build relationships, foster loyalty, and ultimately drive continued business growth and success. And for many prospective customers, the quality of customer support can be a deciding factor when choosing a service.

article thumbnail

Expert Systems in AI

Analytics Vidhya

Introduction Just consider the fact that you can always consult with an advisor and get advanced level and quality solutions to tackling issues that range from diseases to financial planning to engineering. This is the role of experts in systems in artificial intelligence. Knowledge-based systems simulate the capabilities of a human expert, providing the user […] The post Expert Systems in AI appeared first on Analytics Vidhya.

article thumbnail

Technology Lifecycle Services: Envisioning the next generation of support with AI

IBM Journey to AI blog

As companies integrate AI to enhance customer experiences and optimize business processes, AI is becoming ingrained in their operating models. This has created a need to effectively design, deploy, and support the underlying infrastructure for smooth operations of AI-enhanced mission-critical applications. IBM Technology Lifecycle Support (TLS) provides a wide range of integrated data center services and support designed to help accelerate our clients’ transformation to hybrid cloud and AI

article thumbnail

Apple Researchers Present KGLens: A Novel AI Method Tailored for Visualizing and Evaluating the Factual Knowledge Embedded in LLMs

Marktechpost

Large Language Models (LLMs) have gained significant attention for their versatility, but their factualness remains a critical concern. Studies have revealed that LLMs can produce nonfactual, hallucinated, or outdated information, undermining reliability. Current evaluation methods, such as fact-checking and fact-QA, face several challenges. Fact-checking struggles to assess the factualness of generated content, while fact-QA encounters difficulties scaling up evaluation data due to expensive an

article thumbnail

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

article thumbnail

AI agents evolve rapidly, challenging human oversight

IBM Journey to AI blog

Silicon Valley investor Marc Andreessen has transferred $50,000 in Bitcoin to an X AI bot. The recipient, known as “Truth Terminal” or @truth_terminal , is a semi-autonomous AI agent that has been active on the platform since mid-June and has gained a following among tech enthusiasts and AI aficionados. The exchange began when Andreessen, co-founder of venture capital firm Andreessen Horowitz, inquired about the bot’s goals and financial needs.

AI 133
article thumbnail

Long Context RAG Performance of LLMs

databricks

Retrieval Augmented Generation (RAG) is the most widely adopted generative AI use case among our customers. RAG enhances the accuracy of LLMs by.

article thumbnail

Serverless vs. microservices: Which architecture is best for your business?

IBM Journey to AI blog

When enterprises need to build an application, one of the most important decisions their leaders must make is what kind of software development to use. While there are many software architectures to choose from, serverless and microservices architectures are increasingly popular due to their scalability, flexibility and performance. Also, with spending on cloud services expected to double in the next four years , both serverless and microservices instances should grow rapidly since they are wide

article thumbnail

HybridRAG: A Hybrid AI System Formed by Integrating Knowledge Graphs and Vector Retrieval Augmented Generation Outperforming both Individually

Marktechpost

Financial data analysis plays a critical role in the decision-making processes of analysts and investors. The ability to extract relevant insights from unstructured text, such as earnings call transcripts and financial reports, is essential for making informed decisions that can impact market predictions and investment strategies. However, this task is complicated by the specialized language and varied formats within these documents, posing significant challenges to traditional data extraction m

Hybrid AI 126
article thumbnail

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.

article thumbnail

Thomson Reuters Launches ‘CoCounsel 2.0’ As Legal GenAI War Grows

Artificial Lawyer

Thomson Reuters has now fired off its latest salvo in the legal genAI war with the launch of CoCounsel 2.0, the new version of its genAI assistant. It will also tap Google’s Gemini LLM.

LLM 119
article thumbnail

Researchers at FPT Software AI Center Introduce XMainframe: A State-of-the-Art Large Language Model (LLM) Specialized for Mainframe Modernization to Address the $100B Legacy Code Modernization

Marktechpost

Introduction Mainframe operating systems, originating in the 1940s, remain essential to critical sectors such as finance and government. However, the vast legacy of COBOL code—estimated by IBM to be around 200 to 220 billion lines—needs to be migrated to modern platforms and rewritten in contemporary programming languages. This task is monumental, with the cost of rewriting COBOL code using human resources estimated at 32 to 50 cents per line, presenting a $100 billion challenge.

article thumbnail

Supernovas, Black Holes and Streaming Data

databricks

The blog explores data streams from NASA satellites using Apache Kafka and Databricks. It demonstrates ingestion and transformation with Delta Live Tables in SQL and AI/BI-powered analysis of supernova events.

AI 109
article thumbnail

This AI Paper by Apple Introduces Matryoshka Diffusion Models: A Hierarchical Approach for Efficient High-Resolution Image Generation

Marktechpost

Diffusion models have set new benchmarks for generating realistic, intricate images and videos. However, scaling these models to handle high-resolution outputs remains a formidable challenge. The primary issues revolve around the significant computational power and complex optimization processes required, which make it difficult to implement these models efficiently in practical applications.

AI 111
article thumbnail

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!

article thumbnail

NASA Bids NEOWISE Farewell With Decommissioning Command

Extreme Tech

The spacecraft has helped astronomers discover new galaxies, millions of black hole candidates, and thousands of near-Earth objects in its lifetime.

102
102
article thumbnail

FalconMamba 7B Released: The World’s First Attention-Free AI Model with 5500GT Training Data and 7 Billion Parameters

Marktechpost

The Technology Innovation Institute (TII) in Abu Dhabi has recently unveiled the FalconMamba 7B , a groundbreaking artificial intelligence model. This model, the first strong attention-free 7B model, is designed to overcome many of the limitations existing AI architectures face, particularly in handling large data sequences. The FalconMamba 7B is released under the TII Falcon License 2.0.

article thumbnail

Camera-Carrying Sea Lions Help Scientists Map Ocean Floor, Understand Endangered Species

Extreme Tech

The sea lions have provided the research team with footage of six seafloor habitats, offering a new look at Australia's coastal topography and human impact on ocean ecosystems.

94
article thumbnail

MedGraphRAG: An AI Framework for Improving the Performance of LLMs in the Medical Field through Graph Retrieval Augmented Generation (RAG)

Marktechpost

Large Language Models (LLMs), like ChatGPT and GPT-4 from OpenAI, are advancing significantly and transforming the field of Natural Language Processing (NLP) and Natural Language Generation (NLG), thus paving the way for the creation of a plethora of Artificial Intelligence (AI) applications indispensable to daily life. Even with these improvements, LLMs still have several difficulties when working in fields like finance, law, and medicine that demand specialized expertise.

article thumbnail

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.

article thumbnail

Intel Arc Battlemage GPU Breaks Cover With 12GB of 19Gb/s VRAM

Extreme Tech

Intel has made some upgrades to its Battlemage line of discrete GPUs, due later this year.

122
122
article thumbnail

VulScribeR: A Large Language Model-Based Approach for Generating Diverse and Realistic Vulnerable Code Samples

Marktechpost

In software engineering, detecting vulnerabilities in code is a crucial task that ensures the security & reliability of software systems. If left unchecked, vulnerabilities can lead to significant security breaches, compromising the integrity of software and the data it handles. Over the years, the development of automated tools to detect these vulnerabilities has become increasingly important, particularly as software systems grow more complex and interconnected.

article thumbnail

Intel Arrow Lake to Consume 100W Less Power, Battlemage GPUs Incoming: Leaks

Extreme Tech

The company's upcoming microcode update for Raptor Lake will also reportedly not affect overclocking.

111
111