IBM Journey to AI blog

MARCH 27, 2024

Here’s the situation: You’re the CIO or similarly empowered representative of an organization. Different voices within your business are calling attention to the awesome scalability and power of hyperscale computing, which you’ve also noticed with increasing interest. Now the word comes down from on high that you’ve been tasked with designing and implementing your company’s hyperscale computing solution—whatever that should be.

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Analytics Vidhya

MARCH 27, 2024

Introduction Learning about Window Functions in PySpark can be challenging but worth the effort. Window Functions are a powerful tool for analyzing data and can help you gain insights you may not have seen otherwise. By understanding how to use Window Functions in Spark; you can take your data analysis skills to the next level […] The post Working with Window Functions in PySpark appeared first on Analytics Vidhya.

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IBM Journey to AI blog

MARCH 27, 2024

As AI technology advances, the need for high-performance, cost-effective and easily deployable solutions reached unprecedented levels. EclipseStore, a groundbreaking data storage platform from MicroStream , is revolutionizing the development of cutting-edge software applications. IBM ® collaborated with MicroStream to integrate the IBM WebSphere ® Liberty InstantOn feature within EclipseStore.

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Analytics Vidhya

MARCH 27, 2024

Introduction Today, user feedback is invaluable for developers and companies aiming to refine their products and services. The ability to sift through vast amounts of user-generated feedback efficiently and effectively is crucial for driving innovation and meeting user needs. This challenge has led to the development of AllHands, an innovative framework designed by a collaborative […] The post Microsoft’s AllHands Aims to Transform Feedback Analysis 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

IBM Journey to AI blog

MARCH 27, 2024

The end of March marks the conclusion of Women’s History Month. And despite the increased focus on women’s issues and contributions to society throughout the month, the conversation would be incomplete without recognizing how indispensable the success of women—past and present—has been in the tech industry. In particular, women are leading the way every day toward a new era of unprecedented global innovation in the field of generative AI.

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Unite.AI

MARCH 27, 2024

Artificial Intelligence (AI) has emerged as a transformative force, shaping industries and challenging traditional notions of work and human relevance. AI has come a long way since its beginnings in the mid-20th century. Back then, people dreamed of what it could do, but now, with lots of data and powerful computers, AI has become even more advanced.

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Analytics Vidhya

MARCH 27, 2024

Introduction In today’s world of digital assistance, Google Gemini stands out as a game-changer, shaking up productivity tools with its many capabilities. As a powerful language model, Gemini goes beyond the usual, providing a flexible set of tools to make tasks easier across different areas, from handling emails to crunching complex data. It fits seamlessly […] The post Improve Productivity with These 7 Google Gemini Prompts appeared first on Analytics Vidhya.

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IBM Journey to AI blog

MARCH 27, 2024

The rising interest in the calculation and disclosure of Scope 3 GHG emissions has thrown the spotlight on emissions calculation methods. One of the more common Scope 3 calculation methodologies that organizations use is the spend-based method, which can be time-consuming and resource intensive to implement. This article explores an innovative way to streamline the estimation of Scope 3 GHG emissions leveraging AI and Large Language Models (LLMs) to help categorize financial transaction data to

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Analytics Vidhya

MARCH 27, 2024

MIT researchers have made a significant breakthrough in AI image generation. They’ve developed a technique called “distribution matching distillation” (DMD) that can make popular AI image generators like DALL-E 3 and Stable Diffusion run up to 30 times faster. Here’s How it Works Here’s the impressive efficiency of DMD: It creates compact versions of these […] The post MIT Breakthrough: 30x Faster AI Image Generation using Distribution Matching Distillation ap

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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

AI News

MARCH 27, 2024

A report by the Institute for Public Policy Research (IPPR) sheds light on the potential impact of AI on the UK job market. The study warns of an imminent ‘job apocalypse’, threatening to engulf over eight million careers across the nation, unless swift government intervention is enacted. The report identifies two key stages of generative AI adoption.

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Analytics Vidhya

MARCH 27, 2024

Introduction This article will introduce the concept of data modeling, a crucial process that outlines how data is stored, organized, and accessed within a database or data system. It involves converting real-world business needs into a logical and structured format that can be realized in a database or data warehouse. We will explore how data […] The post Data Modeling Demystified: Crafting Efficient Databases for Business Insights appeared first on Analytics Vidhya.

Business Intelligence 296

Business Intelligence 296

Unite.AI

MARCH 27, 2024

Household robots are increasingly being taught to perform complex tasks through imitation learning, a process in which they are programmed to copy the motions demonstrated by a human. While robots have proven to be excellent mimics, they often struggle to adjust to disruptions or unexpected situations encountered during task execution. Without explicit programming to handle these deviations, robots are forced to start the task from scratch.

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Analytics Vidhya

MARCH 27, 2024

Calling all Apple fans and developers! The highly anticipated World Wide Developer Conference (WWDC) returns in June 2024, promising a week packed with exciting announcements. This year’s WWDC will take place primarily online, with June 10th reserved for a limited in-person keynote event. Developers and fans can apply to attend the keynote through the Apple […] The post WWDC 2024 Dates Announced: Here’s What to Expect!

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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

IBM Journey to AI blog

MARCH 27, 2024

Climate change causes extreme weather events across the world that endanger people’s lives and disrupt the businesses on which they depend. In Africa, for example, recurring droughts, floods and cyclones due to climate change might cause crop failures and food insecurity. As businesses make plans to mitigate climate risks such as extreme weather events, they have an opportunity to innovate with new business models and demonstrate leadership by implementing more sustainable practices.

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Analytics Vidhya

MARCH 27, 2024

Introduction Starting with the fundamentals: What is a data stream, also referred to as an event stream or streaming data? At its heart, a data stream is a conceptual framework representing a dataset that is perpetually open-ended and expanding. Its unbounded nature comes from the constant influx of new data over time. This approach is […] The post Kafka Stream Processing Guide 2024 appeared first on Analytics Vidhya.

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Big Data 291

Unite.AI

MARCH 27, 2024

Deepfakes are synthetic media where an individual replaces a person’s likeness with someone else’s. They’re becoming more common online, often spreading misinformation around the world. While some may seem harmless, others can have malicious intent, making it important for individuals to discern the truth from digitally crafted false content. Unfortunately, not everyone can access state-of-the-art software to identify deepfake videos.

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Analytics Vidhya

MARCH 27, 2024

Introduction 3D image segmentation involves partitioning volumetric data into distinct regions to extract meaningful information such as identifying organs, tumors, etc. With applications ranging from medical diagnosis to industrial inspection and robotics, 3D segmentation plays a pivotal role in understanding complex three-dimensional structures and objects.

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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

Aiiot Talk

MARCH 27, 2024

AI (artificial intelligence) is changing cloud structures for better data-driven decision-making in business. This transformation has enabled companies to analyze vast data sets efficiently and automate complex processes. In business, you need to learn how AI is changing the game for cloud computing and data analysis, as it plays a critical role in staying ahead in an increasingly data-driven world.

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Analytics Vidhya

MARCH 27, 2024

NVIDIA, a pivotal force in the AI revolution, has significantly simplified the process of learning Artificial Intelligence through its newest course offerings. Below, you’ll find five free courses that offer exceptional value—rest assured, their benefits are as substantial as gold. These selections are particularly suited for beginners and represent some of the best starting points […] The post Top 5 FREE Generative AI Courses by NVIDIA appeared first on Analytics Vidhya.

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Marktechpost

MARCH 27, 2024

In today’s digital age, software developers and product teams are inundated with user feedback from various channels – app reviews, forum posts, social media comments, and more. This wealth of verbatim feedback holds the key to understanding user experiences, identifying pain points, and uncovering opportunities for improvement. However, sifting through thousands of text-based reviews across multiple platforms and languages can be overwhelming and time-consuming, often leaving valuable ins

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Analytics Vidhya

MARCH 27, 2024

Vision Language models are the models that can process and understand both visual and language(textual input) data simultaneously. These models combine techniques from Computer Vision and Natural Language Processing to understand and generate text based on the image content and language instruction. There are many large vision language models available such as OpenAI’s GPT-4v, Salesforce’s […] The post Introducing Moondream2: A Tiny Vision-Language Model appeared first on Analytics Vidhya.

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Marktechpost

MARCH 27, 2024

Language models’ evolution is shifting from Large Language Models (LLMs) to the era of Small Language Models (SLMs). At the core of both LLMs and SLMs lies the power of transformers, which are the building blocks of LLMs and SLMs. While transformers have proven their outstanding performance across domains through their attention networks, multiple issues exist in attention networks, including low inductive bias and quadratic complexity concerning input sequence length.

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Analytics Vidhya

MARCH 27, 2024

Introduction Hey there! Looking to nail that dream job in 2024? Well, you’re in the right place! Welcome to our blog, where we spill the beans on harnessing the power of ChatGPT for turbocharged job hunting. Say goodbye to bland resumes and nerve-wracking interviews because we’ve got your back. From crafting standout resumes to acing […] The post 30+ ChatGPT Prompts You Can Use Get the Dream Job in 2024 appeared first on Analytics Vidhya.

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databricks

MARCH 27, 2024

Databricks’ mission is to deliver data intelligence to every enterprise by allowing organizations to understand and use their unique data to build their.

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Analytics Vidhya

MARCH 27, 2024

Microsoft is undergoing a leadership change with a strong focus on artificial intelligence (AI). Mustafa Suleyman, co-founder of DeepMind (acquired by Google), has been appointed CEO of Microsoft AI, a move CEO Satya Nadella views as critical for advancing the company’s AI initiatives. These changes extend beyond just new leadership. Mikhail Parakhin, who has led […] The post Mikhail Parakhin Steps Down from Bing Search & Microsoft Advertising appeared first on Analytics Vidhya.

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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

Marktechpost

MARCH 27, 2024

On social media, toxic speech can spread like wildfire, targeting individuals and marginalized groups. While explicit hate is relatively easy to flag, implicit toxicity – which relies on stereotypes and coded language rather than overt slurs – poses a trickier challenge. How do we train AI systems to not only detect this veiled toxicity but also explain why it’s harmful?

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NVIDIA

MARCH 27, 2024

It’s official: NVIDIA delivered the world’s fastest platform in industry-standard tests for inference on generative AI. In the latest MLPerf benchmarks, NVIDIA TensorRT-LLM — software that speeds and simplifies the complex job of inference on large language models — boosted the performance of NVIDIA Hopper architecture GPUs on the GPT-J LLM nearly 3x over their results just six months ago.

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Marktechpost

MARCH 27, 2024

Machine Learning has iconic applications in programming languages, from code understanding to code representation or completion. Earlier work focused on exploiting the underlying deep semantic structure of programming languages like Code2Vec, Code2Seq, and Graph Representation Learning for Code. The above architectures are tailor-made for the native structures of Abstract Syntax Trees (AST) / Data Flow Graphs (DFG).

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