Sun.Dec 24, 2023

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AI Revolution: The Top 10 AI Milestones of 2023

Analytics Vidhya

Introduction As we bid farewell to 2023, it’s time to reflect on the groundbreaking events that have shaped the landscape of Artificial Intelligence. A year of innovation, controversy, and breakthroughs that have not only pushed the boundaries of technology but also sparked conversations about the future of AI. From advancements in ML to ethical debates […] The post AI Revolution: The Top 10 AI Milestones of 2023 appeared first on Analytics Vidhya.

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Quantum Computing Is Finally Here. But What Is It?

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Four decades ago, computer engineers were theorizing that the mind-bending mechanics of quantum physics could be harnessed to make a new kind of computer that’s exponentially more powerful than conventional machines. A series of breakthroughs has now brought “quantum utility” within reach, with engineers showing off computers capable of calculations of a complexity that would confound the most powerful supercomputers.

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How to do One Hot Encoding? Transform Your Categorical Data!

Analytics Vidhya

Introduction In the bustling world of machine learning, categorical data is like the DNA of our datasets – essential yet complex. But how do we make this data comprehensible to our algorithms? Enter One Hot Encoding, the transformative process that turns categorical variables into a language that machines understand. In this blog, we’ll decode the […] The post How to do One Hot Encoding?

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These are the top 10 most popular AI tools of 2023, and how to use them to make more money

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AI took the world by storm in 2023, with Chat GPT getting over 14 billion visits. These are the top most popular 10 AI tools and how to use them to make money.

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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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What is Chain-of-Thought Prompting and Its Benefits?

Analytics Vidhya

Introduction In the ever-evolving landscape of artificial intelligence, a groundbreaking technique known as Chain-of-Thought prompting revolutionizes how large language models solve complex problems. This approach, akin to showing one’s work in a math problem, enables AI to generate more transparent and interpretable solutions. In this blog, we’ll dive deep into the mechanics of Chain-of-Thought prompting, […] The post What is Chain-of-Thought Prompting and Its Benefits?

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Top 10 AI TED Talks of 2023

Analytics Vidhya

Introduction In the ever-evolving landscape of technology, Artificial Intelligence (AI) continues to captivate and inspire. As we navigate through 2023, TED Talks have been a beacon of insight, showcasing the brilliance and potential of AI through the voices of experts and visionaries. This blog post delves into the most thought-provoking TED Talks on AI this […] The post Top 10 AI TED Talks of 2023 appeared first on Analytics Vidhya.

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How to create your own chatbot with OpenAI custom GPTs

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Customize ChatGPT for your regular tasks with custom GPTs. For nearly a year after its release, ChatGPT behaved the same way for everyone. With the exception of the paid ChatGPT Plus tier and the optional GPT-4 language model, there weren’t many ways in which you could customize the chatbot.

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Building an AI Storyteller Application Using LangChain, OpenAI and Hugging Face

Analytics Vidhya

Introduction With recent AI advancements such as LangChain, ChatGPT builder, and the prominence of Hugging Face, creating AI and LLM apps has become more accessible. However, many are unsure how to leverage these tools effectively. In this article, I’ll guide you in building an AI storyteller application that generates stories from random images.

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3 Up-and-Coming Artificial Intelligence (AI) Stocks to Buy in 2024

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Artificial intelligence was a hot field in 2023, leading to soaring stock prices for big-name tech names like Nvidia (thanks to its advanced chips) …

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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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Attention Sinks for LLM – Endless Generation 

Analytics Vidhya

Introduction Imagine a world where large language models (LLMs) can seamlessly weave narratives, translate languages on the fly, and answer your questions with context extending beyond the prompt. This is the promise of attention sinks, a revolutionary method that unlocks endless generation for LLMs. Learning Objectives This article was published as a part of the Data […] The post Attention Sinks for LLM – Endless Generation appeared first on Analytics Vidhya.

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The Best Kept Secret About LLMs - DataScienceCentral.com

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GPT can be a great tool to write or summarize articles, and as a chatbot. But one of the most popular uses is to find information.

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Microsoft Researchers Introduce InsightPilot: An LLM-Empowered Automated Data Exploration System

Marktechpost

Data exploration is an important step in data analysis that extracts key insights using multiple steps such as filtering, sorting, grouping, etc. It helps uncover patterns in the dataset and reveal potential relationships among the variables. However, this process is generally interactive and requires the user to manually explore the data, making the process time-consuming and necessitating domain expertise.

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AI in 2023: A Comprehensive Overview of Breakthroughs and Developments

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2023 has been a landmark year in the realm of Artificial Intelligence (AI), witnessing extraordinary advancements that have blurred the lines between …

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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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This AI Paper from China Introduces Emu2: A 37 Billion Parameter Multimodal Model Redefining Task Solving and Adaptive Reasoning

Marktechpost

Any activity that requires comprehension and production in one or more modalities is considered a multimodal task; these activities can be extremely varied and lengthy. It is challenging to scale previous multimodal systems because they rely heavily on gathering a large supervised training set and developing task-specific architecture, which must be repeated for every new task.

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OpenAI in talks to raise new funding at US$100-billion valuation, making the ChatGPT creator one of the world’s most valuable start-ups

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A fresh funding round would make OpenAI the second-most valuable start-up in the United States, behind Elon Musk’s Space Exploration Technologies Corp.

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This Machine Learning Research Opens up a Mathematical Perspective on the Transformers

Marktechpost

The release of Transformers has marked a significant advancement in the field of Artificial Intelligence (AI) and neural network topologies. Understanding the workings of these complex neural network architectures requires an understanding of transformers. What distinguishes transformers from conventional architectures is the concept of self-attention, which describes a transformer model’s capacity to focus on distinct segments of the input sequence during prediction.

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I replaced Google Search with Opera's Aria AI feature and I don't miss the former one bit

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A new feature on Opera's AI bot has me using Google less and less. Opera has been my on-and-off default browser for years.

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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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Apple GPT is Coming!

TheSequence

Created Using DALL-E Next Week in The Sequence: Edge 355: Our new series about LLM reasoning techniques presents a taxonomy for reasoning methods. We review Microsoft’s Math Prompter which exhibits reasoning abilities in complex math tasks and the Chain of Thought Hub framework. Edge 356: We dive into Microsoft’s amazing Orca 2 which exhibits amazing reasoning capabilities.

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Five things artificial intelligence will change in the automotive industry

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(Truly) autonomous driving, battery management and recharging, etc. here's how artificial intelligence will change our relationship with the car.

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Google Researchers Unveil DMD: A Groundbreaking Diffusion Model for Enhanced Zero-Shot Metric Depth Estimation

Marktechpost

Although it would be helpful for applications like autonomous driving and mobile robotics, monocular estimation of metric depth in general situations has been difficult to achieve. Indoor and outdoor datasets have drastically different RGB and depth distributions, which presents a challenge. Another issue is the inherent scale ambiguity in photos caused by not knowing the camera’s intrinsicity.

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Fun with Algorithms (FUN 2024)

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Fun with Algorithms FUN is a series of conferences dedicated to the use, design, and analysis of algorithms and data structures, focusing on results …

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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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Revolutionizing Agriculture with AI: A Deep Dive into Machine Learning for Leaf Disease Classification and Smart Farming

Marktechpost

Agriculture stands as the bedrock of humanity’s sustenance. In this critical realm, the transformative power of machine learning is reshaping the landscape. Specifically in plant pathology, its rapid data analysis revolutionizes disease management, offering efficient solutions for crop protection and heightened productivity. As the demand for sustainable agriculture grows, machine learning emerges as a vital force, reshaping the future of food security and cultivation.

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Robotics for Kids: The Future With AI and Robotics Education

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December 24, 2023 Robotics for kids is an exciting and engaging way to introduce children to the world of technology, engineering, and programming.

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This AI Paper Introduces the ‘ForgetFilter’: A Machine Learning Algorithm that Filters Unsafe Data based on How Strong the Model’s Forgetting Signal is for that Data

Marktechpost

A pressing concern has surfaced in large language models (LLMs), drawing attention to the safety implications of downstream customized finetuning. As LLMs become increasingly sophisticated, their potential to inadvertently generate biased, toxic, or harmful outputs poses a substantial challenge. This paper (from a team of researchers from the University of Massachusetts Amherst, Columbia University, Google, Stanford University, and New York University) is a significant contribution to the ongoin

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Physics, AI and music all share a common thread. You just have to look closely enough

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Studying science can lead you in many directions and open many doors.

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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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Meet JoyTag: An Inclusive Image Tagging AI Model with Joyful Vision Model

Marktechpost

With the latest advancements in Artificial Intelligence (AI), it is being used in all spheres of life. They are being used for various tasks. Machine vision models are a category of AI that can analyze visual information and make decisions based on that analysis. Machine vision models are used in several industries, including healthcare, security, automotive, entertainment, and social media.

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Artificial Intelligence Revolutionizes Classroom Learning: A Global Perspective

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Artificial intelligence (AI) is making waves across various sectors of the global economy, and education is no exception.

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Alibaba Researchers Propose I2VGen-xl: A Cascaded Video Synthesis AI Model which is Capable of Generating High-Quality Videos from a Single Static Image

Marktechpost

Researchers from Alibaba, Zhejiang University, and Huazhong University of Science and Technology have come together and introduced a groundbreaking video synthesis model, I2VGen-XL, addressing key challenges in semantic accuracy, clarity, and spatio-temporal continuity. Video generation is often hindered by the scarcity of well-aligned text-video data and the complex structure of videos.