Sun.Mar 17, 2024

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Create Your First Game with Python: Snake Game

Analytics Vidhya

Python is both fun and straightforward to use. With a wide range of libraries available, Python makes our lives easier by simplifying the creation of games and applications. In this article, we’ll create a classic game that many of us have likely played at some point in our lives – the snake game. If you […] The post Create Your First Game with Python: Snake Game appeared first on Analytics Vidhya.

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This Paper Introduces AQLM: A Machine Learning Algorithm that Helps in the Extreme Compression of Large Language Models via Additive Quantization

Marktechpost

In the rapidly advancing domain of artificial intelligence, the efficient operation of large language models (LLMs) on consumer-level hardware represents a significant technical challenge. This issue arises from the inherent trade-off between the models’ size and computational efficiency. Compression methods, including direct and multi-codebook quantization (MCQ), have offered partial solutions to minimize these AI behemoths’ memory requirements.

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The Perfect Duo: Impact of Generative AI on Online Trading

Analytics Vidhya

Introduction From Alan Turing’s “Computing Machinery and Intelligence,” which introduced the seminal concept of The Imitation Game, to the remarkable achievements of Devin AI – the world’s foremost fully autonomous AI software engineer – the journey in advancing artificial intelligence has been extraordinary. Artificial intelligence (AI) has made significant inroads across various sectors such as […] The post The Perfect Duo: Impact of Generative AI on O

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GeFF: Revolutionizing Robot Perception and Action with Scene-Level Generalizable Neural Feature Fields

Marktechpost

When a whirring sound catches your attention, you’re walking down the bustling city street, carefully cradling your morning coffee. Suddenly, a knee-high delivery robot zips past you on the crowded sidewalk. With remarkable dexterity, it smoothly avoids colliding into pedestrians, strollers, and obstructions, deftly plotting a clear path forward.

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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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How to Create Courses Within Minutes Using EverLearns

Analytics Vidhya

Introduction Are you tired of spending hours creating a course outline from scratch? Look no further, as EverLearns is here to revolutionize the way you generate course outlines. Bid farewell to manual outlining and welcome streamlined course creation. Whether you’re an educator, trainer, or instructional designer, EverLearns offers you seamless operation, customization options, and collaborative […] The post How to Create Courses Within Minutes Using EverLearns appeared first on Ana

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Trailblazing Sarabjot Singh’s Journey of Education, Innovation, and Social Impact

Analytics Vidhya

In the ever-evolving landscape of data science, individuals like Sarabjot Singh stand as luminaries, pioneering the fusion of academia and entrepreneurship to drive innovation. From his early days in pioneering algorithms to co-founding successful ventures like Tatras Data, his journey epitomizes the transformative potential of data-driven solutions.

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Fine-tune Mixtral-8x7B Quantized with AQLM (2-bit) on Your GPU

Towards AI

Last Updated on March 17, 2024 by Editorial Team Author(s): Benjamin Marie Originally published on Towards AI. A surprisingly good and efficient alternative to QLoRA for fine-tuning very large modelsGenerated with DALL-E Mixtral-8x7B is one of the best open LLMs. It is also very challenging to fine-tune it on consumer hardware. The model occupies 96.8 GB of memory when fully loaded.

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GENAUDIT: A Machine Learning Tool to Assist Users in Fact-Checking LLM-Generated Outputs Against Inputs with Evidence

Marktechpost

With the recent progress made in the field of Artificial Intelligence (AI) and mainly Generative AI, the ability of Large Language Models (LLMs) to generate text in response to inputs or prompts has been demonstrated. These models are capable of generating text just like a human, answering questions, summarizing long textual paragraphs, and whatnot.

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Machine Learning in a non-Euclidean Space

Towards AI

Author(s): Mastafa Foufa Originally published on Towards AI. Chapter III. What examples of non-Euclidean ML should you remember?Photo by Greg Rosenke on Unsplash This post was co-authored with Aniss Medbouhi and is based on his research under Prof. Danica Kragic’s supervision, at the KTH lab in the Robotics Perception and Learning Division. What you will learn in this article.

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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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How to Use ChatGPT: A Step-by-Step Guide

Marktechpost

In the fast-evolving world of technology, artificial intelligence (AI) has emerged as a key player, revolutionizing the way we interact with machines. Among the plethora of AI applications, OpenAI’s ChatGPT stands out for its remarkable ability to understand and generate human-like text. This guide will walk you through the process of using ChatGPT, whether you’re looking to improve productivity, enhance learning, or simply explore the capabilities of AI.

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Unveiling the Magic Behind Stable Diffusion 3

Towards AI

Last Updated on March 17, 2024 by Editorial Team Author(s): Ignacio de Gregorio Originally published on Towards AI. It’s not just another AI-image model This week Stability AI announced Stable Diffusion 3 (SD3), the next evolution of the most famous open-source model for image generation. It displays amazing results in fidelity and resolution, making it, both visually and quantitatively speaking, the best text-to-image (T2I) model in the industry today.

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LocalMamba: Revolutionizing Visual Perception with Innovative State Space Models for Enhanced Local Dependency Capture

Marktechpost

In recent years, the field of computer vision has witnessed remarkable progress, pushing the boundaries of how machines interpret complex visual information. One pivotal challenge in this domain is precisely interpreting intricate image details, which demands a nuanced understanding of global and local visual cues. Traditional models, including Convolutional Neural Networks (CNNs) and Vision Transformers, have significantly progressed.

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Explainable AI: Thinking Like a Machine

Towards AI

Last Updated on March 18, 2024 by Editorial Team Author(s): Joseph George Lewis Originally published on Towards AI. Photo by Growtika on Unsplash Everyone knows AI is experiencing an explosion of media coverage, research, and public focus. It is also garnering massive popularity in organizations and enterprises, with every corner of every business implementing LLMs, Stable Diffusion, and the next trendy AI product.

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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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Hierarchical (and other) Indexes using LlamaIndex for RAG Content Enrichment

Salmon Run

At our weekly This Week in Machine Learning (TWIML) meetings, (our leader and facilitataor) Darin Plutchok pointed out a LinkedIn blog post on Semantic Chunking that has been recently implemented in the LangChain framework.

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Sliding Puzzle Game Genetic Algorithm Solver

Towards AI

Last Updated on March 18, 2024 by Editorial Team Author(s): Mohamed Elamine Bentarzi Originally published on Towards AI. Photo by DIGITALE on Unsplash The sliding puzzle game solver is one of my favorite projects because it taught me about genetic algorithms. I wanted to argue with my teacher that it’s not a good method to solve the game because there isn’t much information that can be shared between generations.

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One AI for Navigating Any 3D Environment

TheSequence

Created Using DALL-E Next Week in The Sequence: Edge 379: We start the week with a summary of our long series about LLM reasoning. Next we start an awesome series about autonomous agents. Edge 380: To complement our recent series, we discuss SELF-Discover, a new LLM reasoning method pionereed by DeepMind. You can subscribe to The Sequence below: TheSequence is a reader-supported publication.

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Top Important Computer Vision Papers for the Week from 04/03 to 10/03

Towards AI

Last Updated on March 17, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, generative adversarial networks (GANs), image segmentation, video analysis, and more.

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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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Meet Vectorview: An AI Research Startup that Makes It Easy to Evaluate the Capabilities of Foundation Models and LLM Agents

Marktechpost

Advancements in artificial intelligence are leading to impressive growth. Artificial intelligence (AI) is quickly changing our lives and careers, from chatbots communicating with consumers to algorithms suggesting your next movie. A great deal of responsibility, however, is associated with this power. Even the most advanced AI models are susceptible to biases, security flaws, and unforeseen outcomes.

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You Can’t Beat the Price of Free

Robot Writers AI

Microsoft Offers Free Access to Most Powerful Version of ChatGPT In a move leaving many ChatGPT Plus customers wondering why they’re paying for AI at all, Microsoft has begun offering access to GPT-4 Turbo — OpenAI’s most advanced AI software — completely free. Like many third-party companies, Microsoft licenses AI software from the maker of ChatGPT — OpenAI — to use in its own software products.

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This AI Paper from the University of Oxford Proposes Magi: A Machine Learning Tool to Make Manga Accessible to the Visually Impaired

Marktechpost

In storytelling, Japanese comics, known as Manga, have carved out a significant niche, captivating audiences worldwide with their intricate plots and distinctive art style. Despite their global appeal, a crucial segment of potential readers remains largely underserved: individuals with visual impairments. For them, the visual-centric nature of Manga creates an inaccessible realm despite the rich narratives within these pages.

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The Dawn of Grok-1: A Leap Forward in AI Accessibility

Marktechpost

In an era where the democratization of artificial intelligence technology stands as a pivotal turning point for innovation across industries, xAI has embarked on a monumental stride. Today marks the open release of Grok-1 , a behemoth in the landscape of AI, wielding a staggering 314 billion parameters. This Mixture-of-Experts model, which emerged from the fervent efforts of xAI’s dedicated team, represents not just a leap in AI capabilities but a testament to the commitment towards open s

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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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Tsinghua University Researchers Propose V3D: A Novel Artificial Intelligence Method for Generating Consistent Multi-View Images with Image-to-Video Diffusion Models

Marktechpost

The digital realm is perpetually on the cusp of innovation, with 3D content creation being one of its most dynamic frontiers. Critical to numerous sectors such as gaming, film production, and virtual reality, this sphere has seen a transformative shift with the advent of automatic 3D generation technologies. These technologies are revolutionizing how we conceive and interact with digital environments and democratizing 3D content creation, making it accessible to creators with varying levels of e