IBM Journey to AI blog

JANUARY 30, 2024

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.

Automation 314

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Analytics Vidhya

JANUARY 30, 2024

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?

Python 328

Python 328

IBM Journey to AI blog

JANUARY 30, 2024

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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Automation 298

Analytics Vidhya

JANUARY 30, 2024

Meta has recently unveiled its latest achievement in the field of AI programming with the release of Code Llama 70B. This powerful AI programming tool marks a significant leap forward in code generation, competing closely with GPT-4. In this article, we’ll delve into the key features and improvements that Code Llama 70B brings to the […] The post Meta’s Code Llama 70B: A Game-Changer in AI-Powered Coding appeared first on Analytics Vidhya.

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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

Unite.AI

JANUARY 30, 2024

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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AI News

JANUARY 30, 2024

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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Analytics Vidhya

JANUARY 30, 2024

Google’s latest move to integrate Bard into its Messages app has raised eyebrows, as the generative AI capabilities are set to analyze private conversations. While promising to enhance the messaging experience, Bard’s access to users’ private messages, tone analysis & sentiment interpretation raises privacy concerns. In this article, we delve into the implications and user […] The post Google Bard Can Now Read All Your Personal Messages appeared first on Analytics Vid

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AI News

JANUARY 30, 2024

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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Analytics Vidhya

JANUARY 30, 2024

In the ever-evolving world of web browsers, a new player has entered the stage, and it goes by the name of Arc Search. Developed by The Browser Company, Arc Search is an AI-powered browser for iOS that promises a unique browsing experience. In this article, we delve into the features that set Arc Search apart […] The post Exploring Arc Search: The AI-Powered Browser Making Waves on iPhones appeared first on Analytics Vidhya.

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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?

Business Intelligence

IBM Journey to AI blog

JANUARY 30, 2024

In the last post , we looked at creating a blueprint for a sustainable data center. Now we’ll look at how to get the most out of a modern data center. We don’t need to re-create the wheel all the time. Sometimes, we can look to others who have gone before us for inspiration and examples to help shape our vision for success. And, when we work with partners that have “been there, done that,” we can accelerate our success, taking our vision to a mission to reality.

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Analytics Vidhya

JANUARY 30, 2024

The University of Amsterdam has created an AI driven chemist – RoboChem. It is an autonomous AI robot for chemical synthesis. Developed by the UvA’s Van ‘t Hoff Institute for Molecular Sciences, this ingenious creation promises to reshape the landscape of chemical discovery. RoboChem, a result of the tireless efforts of the group of Prof. […] The post AI-Driven Chemist RoboChem Accelerates Chemical Synthesis appeared first on Analytics Vidhya.

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Unite.AI

JANUARY 30, 2024

Artificial intelligence (AI) transforms various aspects of human society, such as the economy, health, education, security, and culture. As AI becomes more powerful and pervasive, many nations invest heavily in building their own AI capabilities and ecosystems, aiming to gain global competitive advantages and strategic influence. According to a report by Deloitte , there are more than 1,600 AI policies and strategies globally, and corporate investment in AI reached US$ 67.9 billion in 2022.

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Analytics Vidhya

JANUARY 30, 2024

Introduction Certain tools in Python stand out for their practical significance in solving computational challenges. One such tool, the hash() method, is pivotal in generating unique object identifiers. Understanding the hash() method provides a nuanced comprehension of fundamental computer science principles and the ability to streamline data retrieval and validation processes in real-world applications.

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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

AI

Ehud Reiter

JANUARY 30, 2024

Over the past year I have on several occasions encouraged NLP researchers to do systematic reviews of the research literature. I describe the concept below, I think it is a very useful tool in many contexts! What is a structured review? In AI and NLP, most literature surveys are like “previous work” sections in papers. The authors review related work which they believe is important and relevant to what they are trying to do.

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Analytics Vidhya

JANUARY 30, 2024

Introduction Iterating over a dictionary in Python is a fundamental skill that allows you to efficiently access and manipulate key-value pairs within this versatile data structure. By iterating through a dictionary, you can perform various operations, such as extracting values, updating information, or applying specific logic to each key-value pair.

Python 298

Python 298

Unite.AI

JANUARY 30, 2024

The realm of artificial intelligence is continually expanding, introducing groundbreaking tools that transform how we interact with technology. Among these innovations, custom Generative Pre-trained Transformers, commonly known as GPTs, have emerged as a fascinating development. These AI models, which go beyond standard ChatGPT capabilities, allow for a personalized touch, tailoring interactions to specific needs and contexts.

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Analytics Vidhya

JANUARY 30, 2024

Elon Musk’s Neuralink successfully implanted its wireless brain chip in a human, marking a significant leap towards connecting human brains to computers. Musk’s claim of “promising” brain activity has stirred excitement, but it comes with its own set of controversies and challenges. Let’s look into the details of this milestone and its implications for the […] The post Elon Musk Announced Neuralink’s First Brain Implant appeared first on Analytics Vidhya

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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.

Business Intelligence

SAS Software

JANUARY 30, 2024

Let me ask: did you believe Facebook CEO Mark Zuckerberg really boasted about the company’s power in a 2019 video, saying, “Imagine this for a second: One man, with total control of billions of people’s stolen data, all their secrets, their lives, their futures.” The video of Zuckerberg purportedly saying [.] Can you believe it?

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Analytics Vidhya

JANUARY 30, 2024

Introduction Creating your own dataset is crucial in many data science and machine learning projects. While there are numerous publicly available datasets, building your own dataset allows you to tailor it to your specific needs and ensure its quality. Further in this article, you will explore the importance of custom datasets and provide a step-by-step […] The post 6 Ways to Build Your Own Dataset in Python appeared first on Analytics Vidhya.

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Marktechpost

JANUARY 30, 2024

Recent developments in Multi-Modal (MM) pre-training have helped enhance the capacity of Machine Learning (ML) models to handle and comprehend a variety of data types, including text, pictures, audio, and video. The integration of Large Language Models (LLMs) with multimodal data processing has led to the creation of sophisticated MM-LLMs (MultiModal Large Language Models).

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Analytics Vidhya

JANUARY 30, 2024

Introduction Lists, one of the built-in data types in Python, play a crucial role in storing and managing collections of items. When working with lists, iterating over their elements is a common task. This process of accessing each element in a list is known as iteration. In this article, we will explore the various methods […] The post 6 Ways to Iterate over a List in Python appeared first on Analytics Vidhya.

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Marktechpost

JANUARY 30, 2024

Large language models (LLMs) have made impressive advancements in generating coherent text for various activities and domains, including grammatical error correction (GEC), text simplification, paraphrasing, and style transfer. One of the emerging skills of LLMs is their ability to generalize and perform tasks that they have never seen before. To achieve this, LLMs are fine-tuned on instructions in an instruction-tuning process.

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Analytics Vidhya

JANUARY 30, 2024

Introduction AI agent development is one of the hottest frontiers of Software innovation. As the quality of Large Language Models evolves, we will witness a surge in AI agent integration with existing software systems. With AI agents, it will be possible to accomplish tasks with voice or gesture commands instead of manually navigating through applications. […] The post Building Collaborative AI Agents With CrewAI appeared first on Analytics Vidhya.

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Marktechpost

JANUARY 30, 2024

One of the most exciting advancements in AI and machine learning has been speech generation using Large Language Models (LLMs). While effective in various applications, the traditional methods face a significant challenge: the integration of semantic and perceptual information, often resulting in inefficiencies and redundancies. This is where SpeechGPT-Gen, a groundbreaking method introduced by researchers from Fudan University, comes into play.

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Analytics Vidhya

JANUARY 30, 2024

OpenAI, the AI powerhouse behind ChatGPT, silently introduces an innovative feature called GPT Mentions, offering users a seamless way to integrate custom GPTs or bots into conversations. This beta-stage feature is set to redefine the landscape of conversational AI dynamics, enabling users to effortlessly tag and invoke specialized AI models during their interactions.

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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.

Generative AI

databricks

JANUARY 30, 2024

Quantization is a technique for making machine learning models smaller and faster. We quantize Llama2-70B-Chat, producing an equivalent-quality model that generates 2.2x more.

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Analytics Vidhya

JANUARY 30, 2024

Introduction In a world where presentations rely more on appealing graphics than extensive text, using a multimodal approach makes summarizing or preparing presentation notes simple. Consider a tool that not only understands the complexities of photos, charts, and visual features but also can provide a succinct and instructive summary for your audience.

Python 268

Python 268

Marktechpost

JANUARY 30, 2024

In the past year, large vision language models (LVLMs) have become a prominent focus in artificial intelligence research. When prompted differently, these models show promising performance across various downstream tasks. However, there’s still significant potential for improvement in LVLMs’ image perception capabilities. Enhanced perceptual abilities for visual concepts are crucial for advancing model development and implementation.

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