Sat.Jan 27, 2024 - Fri.Feb 02, 2024

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Are we really in an AI bubble?

Artificial Corner

Created with Midjourney Year 1900, and 14 years had already passed since a man named Karl Benz made the first prototype of the car. Meanwhile, a few kilometers away, in the United States, there was Henry Ford, an entrepreneur who was looking for investors for his mechanical workshop. His purpose was to convince these businessmen of his idea about changing the world through automobiles.

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AI in 2024: Major Developments & Innovations

Unite.AI

Every technology goes through an evolutionary arc, triggering the breakout moment by a strategic breakthrough event. For Artificial Intelligence (AI), that moment was the launch of ChatGPT in 2022. As per Emerging Technology Survey 2023 , of the 54% companies surveyed, more than half have integrated generative AI in their business operations within a year.

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7 Libraries for Machine Learning

Analytics Vidhya

Introduction Machine learning has revolutionized the field of data analysis and predictive modelling. With the help of machine learning libraries, developers and data scientists can easily implement complex algorithms and models without writing extensive code from scratch. In this article, we will explore the top 7 libraries for machine learning and understand their features, use […] The post 7 Libraries for Machine Learning appeared first on Analytics Vidhya.

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8 steps to build a successful multicloud strategy

IBM Journey to AI blog

Increasingly, enterprise organizations are adopting a multicloud approach—the use of cloud services from more than one cloud vendor—to optimize performance, control costs and prevent vendor lock-in. According to a recent forecast from Gartner (link resides outside ibm.com) worldwide end-user spending on public cloud services is expected to grow 20.4% to total $678.8 billion in 2024, up from $563.6 billion in 2023.

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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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Bank of England Governor: AI won’t lead to mass job losses

AI News

Andrew Bailey, Governor of the Bank of England , has rebutted fears that AI will lead to widespread unemployment. “I’m an economic historian, before I became a central banker. Economies adapt, jobs adapt, and we learn to work with it. And I think, you get a better result by people with machines than with machines on their own,” Bailey told the BBC.

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Amplifying Deep Learning: A Dive into Data Augmentation Strategies

Analytics Vidhya

Introduction In the world of deep learning, where data is often less, the role of data augmentation has become very important. We use methods like turning images or flipping them to make our model learn better. But our datasets are becoming more complicated. That’s where data augmentation steps in. This helps for our learning model […] The post Amplifying Deep Learning: A Dive into Data Augmentation Strategies appeared first on Analytics Vidhya.

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Top concerns industry leaders have about cyberattacks in 2024 and beyond

IBM Journey to AI blog

Cyberattacks are becoming increasingly sophisticated. Read about the concerns that industry leaders have for the future and three approaches organizations can take to build up their defenses. Cyber workforce shortage There are over four million unfilled cybersecurity jobs in the world today. Filling these vacancies has become a security imperative, and several global compliance mandates have been established to tackle the issue.

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UK and Canada sign AI compute agreement

AI News

The UK and Canada have signed a landmark agreement to collaborate on the computing power needed to advance AI research and development. The new Memorandum of Understanding on compute was signed in Ottawa by UK Technology Secretary Michelle Donelan and Canadian Minister for Innovation, Science and Industry François-Phillippe Champagne. It cements the two countries’ partnership on AI by committing them to explore ways to give researchers and companies affordable access to the high-powered c

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How AI Innovation Can Break Down Barriers in the Crisis of Late Diagnosis of Autism in Children

Unite.AI

The medical community agrees that, for children with developmental delays such as autism, early is everything. Early diagnosis and early interventions have been shown to make life-changing differences. With as many as 25% of children at risk for a developmental delay in the U.S. alone, there is no debate that it is our duty as a nation to provide early, accessible, and equitable care for all children and their families.

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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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How to Create and Work with NamedTuples in Python?

Analytics Vidhya

Introduction Python is a versatile programming language that offers a wide range of data structures to handle complex tasks efficiently. One such data structure is a namedtuple, which combines the benefits of tuples and dictionaries. In this article, we will explore the concept of namedtuples, their creation, advantages, common use cases, and compare them with […] The post How to Create and Work with NamedTuples in Python?

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Forging a framework for central bank digital currencies and tokenization of other financial assets

IBM Journey to AI blog

Ever since the COVID-19 pandemic, cash usage has been decreasing worldwide and digital payments based on cryptocurrencies or legacy digital payment systems have prevailed. As a result, new forms of centrally managed digital currencies are emerging alongside cryptocurrencies like Bitcoin, the notorious volatility of which has challenged their acceptance worldwide.

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How will AI impact the gambling industry?

AI News

The gambling industry, perpetually dynamic and adaptive to technological advancements, is experiencing a significant transformation with the integration of AI. The use of AI within this sector is reshaping the gambling landscape, bringing about profound changes in various facets of gambling operations and customer experiences. Using AI in gambling experiences opens up new dimensions of interactivity and engagement.

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Gen AI: Corporates’ Shift from Big Brands to Startup Solutions

Unite.AI

Generative AI and chatbots are not something the world has never seen before 2022. It’s not even about Siri or Alexa, but the good old ELIZA, one of the first examples of Natural Language Processing , who would be a 57-year-old lady now. However, only half a century after, when Chat GPT and other notable large language models proved the technology as commercially viable across a vast spectrum of industries, businesses understood that they needed Generative AI solutions, as soon as possible.

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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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How To Concatenate Two or More Pandas DataFrames?

Analytics Vidhya

Introduction Pandas is a powerful data manipulation library in Python that provides various functionalities for working with structured data. One of its critical features is its ability to handle and manipulate DataFrames, which are two-dimensional labelled data structures. In this article, we will explore the concept of concatenating DataFrames in Pandas and discuss its benefits […] The post How To Concatenate Two or More Pandas DataFrames?

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How does data deduplication work?

IBM Journey to AI blog

Recent years have witnessed an explosion in the proliferation of self-storage units. These large, warehouse units have sprung up nationally as a booming industry because of one reason—the average person now has more possessions than they know what to do with. The same basic situation also plagues the world of IT. We’re in the midst of an explosion of data.

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Financial services introducing AI but hindered by data issues

AI News

According to research by EXL , around 89 percent of insurance and banking firms in the UK have introduced AI solutions over the past year. However, issues with data optimisation could hinder their impact. The researchers surveyed executives at top UK insurers and lenders about their AI strategies and found that 44 percent have deployed AI across eight or more business functions—especially in marketing, business development, and regulatory compliance.

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How AI Is Being Used to Solve the Mental Health Crisis

Unite.AI

Most systems have struggled to identify how to provide quality mental health services that meet or exceed the basic therapeutic response, which often consists of merely evaluating a patient admitted to the psych ward of a hospital, sometimes medicating them, and quickly discharging them within a few days or weeks under the guise of recommending a sensible “action plan” for the patient to follow.

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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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Cybersecurity Alert: AI Makes Scam Emails More Convincing

Analytics Vidhya

Artificial intelligence is set to revolutionize cyber threats, warns the UK’s National Cyber Security Centre (NCSC). In their latest assessment, they highlight the potential for AI, particularly generative AI, to make phishing attacks more sophisticated, posing a significant challenge for individuals to distinguish genuine emails from fraudulent ones.

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IBM Databand: Self-learning for anomaly detection

IBM Journey to AI blog

Almost a year ago, IBM encountered a data validation issue during one of our time-sensitive mergers and acquisitions data flows. We faced several challenges as we worked to resolve the issue, including troubleshooting, identifying the problem, fixing the data flow, making changes to downstream data pipelines and performing an ad hoc run of an automated workflow.

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OpenAI and Common Sense Media will promote safe AI use by families

AI News

OpenAI has announced a partnership with nonprofit Common Sense Media to educate families on responsible AI use. Leaders from both organisations shared the news onstage at the Common Sense Summit for America’s Kids and Families. Through the collaboration, OpenAI and Common Sense aim to empower parents, educators, and teens to use AI tools safely and effectively.

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The 2024 Guide to Cognitive Conversational AI in Business

Unite.AI

Incorporating cognitive conversational AI into modern business strategy is essential, especially in how it transforms customer experiences. This perspective is supported by a PwC survey of business and tech leaders. AI and cognitive technologies are reshaping customer engagement, moving customer experience beyond its traditional role to a vital part of the customer journey, greatly influencing loyalty and perception.

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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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LangChain: Automating Large Language Model (LLM) Evaluation

Analytics Vidhya

Introduction Large Language Models (LLMs) have captivated the world with their ability to generate human-quality text, translate languages, summarize content, and answer complex questions. Prominent examples include OpenAI’s GPT-3.5, Google’s Gemini, Meta’s Llama2, etc. As LLMs become more powerful and sophisticated, so does the importance of measuring the performance of LLM-based applications.

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The AI Assistant for everyone: watsonx Orchestrate combines generative AI and automation to boost productivity

IBM Journey to AI blog

What if employees had the ability to effortlessly delegate time-consuming tasks, access information seamlessly through simple inquiries, and tackle complex projects within a single, streamlined application? What if customers had access to an intelligent, friendly virtual agent to provide answers and enable self-service experiences around the clock? This technological revolution is now possible, thanks to the innovative capabilities of generative AI powered automation.

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What are: Embeddings? Vector Databases? Vector Search? k-NN? ANN?

Cassie Kozyrkov

A simple explainer to debuzz these AI buzzwords Continue reading on Towards Data Science »

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Evaluating Large Language Models: A Technical Guide

Unite.AI

Large language models (LLMs) like GPT-4, Claude, and LLaMA have exploded in popularity. Thanks to their ability to generate impressively human-like text, these AI systems are now being used for everything from content creation to customer service chatbots. But how do we know if these models are actually any good? With new LLMs being announced constantly, all claiming to be bigger and better, how do we evaluate and compare their performance?

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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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South Korean AI Chip Startup Rebellions Snags Funding to Challenge Nvidia

Analytics Vidhya

South Korean AI chip startup, Rebellions Inc., has successfully secured $124 million in a recent Series B financing round, with major contributions from KT Corp. The funds will be utilized to expedite the development of Rebellions’ third AI chip, known as Rebel, designed to compete with industry leader Nvidia. The investment underscores the heightened interest […] The post South Korean AI Chip Startup Rebellions Snags Funding to Challenge Nvidia appeared first on Analytics Vidhya.

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Average 219% ROI: The Total Economic Impactâ„¢ of IBM Instana Observability

IBM Journey to AI blog

What can your organization achieve with a modern observability solution? Data from a new Forrester Consulting study showed that a composite organization that used the IBM Instana™ Observability platform achieved a 219% ROI over three years. Likewise, it saw a 90% reduction in troubleshooting time by providing high fidelity data to the right people at the right time.

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What are: Embeddings? Vector Databases? Vector Search? k-NN? ANN?

Cassie Kozyrkov

A simple explainer to debuzz these AI buzzwords Continue reading on Medium »