Sun.Dec 24, 2023

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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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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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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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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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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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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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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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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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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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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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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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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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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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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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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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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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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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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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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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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Become a ChatGPT Power-User

Robot Writers AI

New Guide Shows You How ChatGPT-Maker OpenAI has rolled-out a new guide to help you get the most from its AI writer. #ad The collection of tips represents the combined knowledge of a year’s worth of experience working with ChatGPT from some fairly credible experts — the people who actually made the tool. Old hands at using ChatGPT will most likely recognize at least some of the best practices.

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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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Mistral-rb: Response Streaming From Mistral AI’s LLMs

Mlearning.ai

I just added support for response streaming using the Mistral API. Continue reading on MLearning.

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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 Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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MoonMetaSync: Lunar Image Registration Analysis

Mlearning.ai

A comparison of interpolation and feature detection methods Continue reading on MLearning.

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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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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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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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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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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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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.