Thu.Apr 04, 2024

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The advantages and disadvantages of private cloud 

IBM Journey to AI blog

The popularity of private cloud is growing, primarily driven by the need for greater data security. Across industries like education, retail and government, organizations are choosing private cloud settings to conduct business use cases involving workloads with sensitive information and to comply with data privacy and compliance needs. In a report from Technavio (link resides outside ibm.com), the private cloud services market size is estimated to grow at a CAGR of 26.71% between 2023 and 2028,

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Apple Launches ReALM Model that Outperforms GPT-4

Analytics Vidhya

Apple researchers have unveiled ReALM, an innovative AI system designed to enhance voice assistants‘ understanding of on-screen content and context. The AI enables more natural interactions with devices by converting visual elements into text, thereby transforming user experience. Let us explore this new technology and also find out how it compares with existing models such […] The post Apple Launches ReALM Model that Outperforms GPT-4 appeared first on Analytics Vidhya.

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5 Best AI Document Management Solutions (April 2024)

Unite.AI

In the fast-paced digital era, businesses are constantly seeking innovative solutions to streamline their document management processes. As artificial intelligence (AI) continues to transform various aspects of modern work, AI-powered document management systems have emerged as game-changers, offering unparalleled efficiency, accuracy, and security.

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Replit Launches AI Code Repair Tool

Analytics Vidhya

Replit, an AI-driven software creation platform, has enhanced its Integrated Development Environment (IDE) through AI integration. At the Developer Day event held on April 2nd, Replit launched an innovative AI code repair tool and a collaborative platform named Replit Teams on its IDE. Replit Teams aims to provide developers with a new experience in collaboration […] The post Replit Launches AI Code Repair Tool appeared first on Analytics Vidhya.

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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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The Rise of Time-Series Foundation Models for Data Analysis and Forecasting

Unite.AI

Time series forecasting plays a vital role in crucial decision-making processes across various industries such as retail, finance, manufacturing, and healthcare. However, compared to domains like natural language processing and image recognition , the integration of advanced artificial intelligence (AI) techniques into time series forecasting has been relatively slow.

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Why data quality is critical for marketing in the age of GenAI

AI News

A recent survey reveals that CMOs around the world are optimistic and confident about GenAI’s future ability to enhance productivity and create competitive advantage. Seventy per cent are already using GenAI and 19 per cent are testing it. And the main areas they’re exploring are personalisation (67%), content creation (49%) and market segmentation (41%).

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Is MANGO the New FAANG of Generative AI Era?

Analytics Vidhya

Remember when we were in school or college, Facebook and Google first burst onto the scene? Those were incredibly exciting times. Social media was still in its infancy, and Google quickly became the go-to search engine for all our queries. Little did we know that they would become the corporate titans they are today. Fast-forward […] The post Is MANGO the New FAANG of Generative AI Era?

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Accelerate hybrid cloud transformation through IBM Cloud for Financial Service Validation Program

IBM Journey to AI blog

The cloud represents a strategic tool to enable digital transformation for financial institutions As the banking and other regulated industry continues to shift toward a digital-first approach, financial entities are eager to use the benefits of digital disruption. Lots of innovation is happening, with new technologies emerging in areas such as data and AI, payments, cybersecurity and risk management, to name a few.

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Anthropic Finds a Way to Extract Harmful Responses from LLMs

Analytics Vidhya

Artificial intelligence (AI) researchers at Anthropic have uncovered a concerning vulnerability in large language models (LLMs), exposing them to manipulation by threat actors. Dubbed the “many-shot jailbreaking” technique, this exploit poses a significant risk of eliciting harmful or unethical responses from AI systems. It capitalizes on the expanded context windows of modern LLMs to break […] The post Anthropic Finds a Way to Extract Harmful Responses from LLMs appeared first

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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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Business process management (BPM) examples

IBM Journey to AI blog

Business Process Management (BPM) is a systematic approach to managing and streamlining business processes. BPM is intended to help improve the efficiency of existing processes, with the goal of increasing productivity and overall business performance. BPM is often confused with other seemingly similar initiatives. For example, BPM is smaller in scale than business process reengineering (BPR), which radically overhauls or replaces processes.

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OpenAI’s New Tool Can Mimic Anyone’s Voice; Here’s Why It’s Scary

Analytics Vidhya

Introduction Synthetic voices are artificial computer-generated voices that can sound just like real people. This new AI voice cloning technology uses advanced programs to create very natural-sounding speech. However, there are risks of synthetic voices being misused to spread misinformation, scam people through fake voices, or impersonate others without permission.

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Transcribe an audio file with Universal-1 using Go

AssemblyAI

We recently announced our latest speech model, Universal-1, which sets a new standard for speech-to-text accuracy. Trained on millions of hours of audio data, Universal-1 demonstrates near-human accuracy, even with accented speech, background noise, and difficult phrases like flight numbers and email addresses. Universal-1 is also an order of magnitude faster than our previous model, Conformer-2 , and supports English, Spanish, French, and German, with more languages coming shortly.

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Top 12 Free Python Courses

Analytics Vidhya

Whether you’re a complete beginner eager to learn your first programming language or an experienced coder looking to expand your skill set, these top 12 free Python courses are here to guide you every step of the way! From creating games and automating everyday tasks to diving into data science and machine learning, Python offers […] The post Top 12 Free Python Courses appeared first on Analytics Vidhya.

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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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Videoleap Review: The Best AI Video Editor for Smartphones?

Unite.AI

The demand for AI-powered video editing tools has skyrocketed. Content creators and businesses seek ways to create extraordinary content without expensive software or technical expertise. I recently came across Videoleap , an AI video editing app that creates standout content. What intrigued me the most was its intuitive interface and powerful AI tools , available through the Videoleap app, which anyone can use on their phone.

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Top 12 Generative AI Influencers on Twitter

Analytics Vidhya

Introduction X (formerly Twitter) is an excellent platform for discussing diverse topics. By following knowledgeable individuals, you can gain profound insights into AI and discover the latest trends. Keeping that in mind, we have created a list of 12 top generative AI influencers on X. These influencers offer perspectives from various backgrounds, such as education, […] The post Top 12 Generative AI Influencers on Twitter appeared first on Analytics Vidhya.

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Bridging the Digital Divide: The Role of AI-Powered, Platform-Centric Strategies in Crafting Future-Ready Enterprises

Unite.AI

As the shift towards a blend of traditional and remote work models becomes more pronounced, and consumer expectations exceed the capacities of legacy systems, executives are in pursuit of adaptable digital infrastructures capable of immediate reaction. However, this quest for digital progression uncovers a significant rift: while IT departments concentrate on creating resilient infrastructures, business units are more concerned with enhancing the digital interface for consumers.

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10+ Best Laptops that Can Handle AI and Analytics Workloads in 2024

Analytics Vidhya

Introduction In life, we require harmonizing elements that complement each other’s existence. You might have heard that Life is the rider, and time is the ride. Together, they create the journey we call existence. Similarly, if you are in AI and analytics, you need the best mentor, environment, and workstation to excel. You must work […] The post 10+ Best Laptops that Can Handle AI and Analytics Workloads in 2024 appeared first on Analytics Vidhya.

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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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UniLLMRec: An End-to-End LLM-Centered Recommendation Framework to Execute Multi-Stage Recommendation Tasks Through Chain-of-Recommendations

Marktechpost

The goal of recommender systems is to predict user preferences based on historical data. Mainly, they are designed in sequential pipelines and require lots of data to train different sub-systems, making it hard to scale to new domains. Recently, Large Language Models (LLMs) such as ChatGPT and Claude have demonstrated remarkable generalized capabilities, enabling a singular model to tackle diverse recommendation tasks across various scenarios.

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Deploying Machine Learning Model Using Flask on AWS with Gunicorn and Nginx

Analytics Vidhya

Introduction In the previous article, We went through the process of building a machine-learning model for sentiment analysis that was encapsulated in a Flask application. This Flask application uses sentiment analysis to categorize tweets as positive or negative. Ready for implementation, the complete project is version-controlled on GitHub. Moving further, we will now walk over […] The post Deploying Machine Learning Model Using Flask on AWS with Gunicorn and Nginx appeared first on Anal

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The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs

Explosion

With the latest advancements in NLP and LLMs, and big companies like OpenAI dominating the space, many people wonder: Are we heading further into a black box era with larger and larger models, obscured behind APIs controlled by big tech monopolies?

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AssemblyAI Unveils Universal-1: Surpassing Whisper-3 with Groundbreaking Accuracy and Speed in Speech Recognition

Marktechpost

The field of automatic speech recognition (ASR) is constantly evolving, and AssemblyAI has recently made a breakthrough with its latest innovation, Universal-1. This new model outperforms OpenAI’s Whisper Large-v3 models and sets a new benchmark in ASR technology. AssemblyAI’s Universal-1, their most powerful speech recognition model to date, has been trained on over 12.5 million hours of multilingual audio data, achieving unprecedented levels of accuracy and efficiency.

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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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NVIDIA Ranked by Fortune at No. 3 on ‘100 Best Companies to Work For’ List

NVIDIA

NVIDIA jumped to No. 3 on the latest list of America’s 100 Best Companies to Work For by Fortune magazine and Great Place to Work. It’s the company’s eighth consecutive year and highest ranking yet on the widely followed list, published today, which more than a thousand businesses vie to land on. NVIDIA ranked sixth last year. “Since the COVID pandemic, employees are increasingly prioritizing work-life balance, mission alignment and empathetic workplaces,” Fortune wrote, with hotelier Hilton tak

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Condition-Aware Neural Network (CAN): A New AI Method for Adding Control to Image Generative Models

Marktechpost

A deep Neural network is crucial in synthesizing photorealistic images and videos using large-scale image and video generative models. These models can be made into productive tools for humans through a critical step: adding control. This will empower generative models to follow the instructions humans provided instead of randomly generating data samples.

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Getting Started with OpenAI: The Lingua Franca of AI

Towards AI

Author(s): Abhinav Kimothi Originally published on Towards AI. Image generated using Yarnit AI by the author 30th November, 2022 will be remembered as the watershed moment in artificial intelligence. OpenAI released ChatGPT and the world was mesmerised. Interest in previously obscure terms like Generative AI and Large Language Models (LLMs), was unstoppable over the following 15 months.

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TFB: An Open-Source Machine Learning Library Designed for Time Series Researchers

Marktechpost

Robust benchmarks are indispensable tools in the arsenal of researchers, providing a rigorous framework for evaluating new methods across a diverse array of datasets. These benchmarks are pivotal in advancing the state-of-the-art, fostering innovation, and ensuring fair and meaningful comparisons among competing methodologies. Notably, benchmarks such as ImageNet have set the gold standard in computer vision by offering a substantial dataset for rigorous evaluation, thus catalyzing progress in t

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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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Midjourney Explorations — Fancy Framing with Style Reference Images

Towards AI

Last Updated on April 5, 2024 by Editorial Team Author(s): PromptDervish Originally published on Towards AI. Use sref and cref to create intriguing new images with combined traits. Did you know you can use style reference images (sref) to add a frame to your image in Midjourney? If you begin with a frame or unusual shape (see below right) that could be used as a frame, you can add it as an sref to a prompt.

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Meet ChemBench: A Machine Learning Framework Designed to Rigorously Evaluate the Chemical Knowledge and Reasoning Abilities of LLMs

Marktechpost

The surge in artificial intelligence research has heralded a new era across various scientific domains, with the field of chemistry being no exception. The introduction of large language models (LLMs) has opened up unprecedented avenues for advancing chemical sciences, primarily through their ability to sift through and interpret extensive datasets, often encapsulated in dense textual formats.

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Build a news recommender application with Amazon Personalize

AWS Machine Learning Blog

With a multitude of articles, videos, audio recordings, and other media created daily across news media companies, readers of all types—individual consumers, corporate subscribers, and more—often find it difficult to find news content that is most relevant to them. Delivering personalized news and experiences to readers can help solve this problem, and create more engaging experiences.

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