Sat.Dec 02, 2023

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15 Guided Projects to Sharpen Your Data Science Skills

Analytics Vidhya

Introduction In data science, where innovation meets opportunity, the demand for skilled professionals continues to skyrocket. Data science is not merely a career; it’s a gateway to solving complex problems, driving innovation, and shaping the future. With the industry witnessing an annual growth rate exceeding 36%, a career in data science promises both financial rewards […] The post 15 Guided Projects to Sharpen Your Data Science Skills appeared first on Analytics Vidhya.

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OpenAI Committed to Buying $51 Million of AI Chips From a Startup Backed by CEO Sam Altman

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Documents show that OpenAI signed a letter of intent to spend $51 million on brain-inspired chips developed by startup Rain. OpenAI CEO Sam Altman previously made a personal investment in Rain.

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Top 15 Vector Databases that you Must Try in 2024

Analytics Vidhya

Introduction In the rapidly evolving landscape of data science, vector databases play a pivotal role in enabling efficient storage, retrieval, and manipulation of high-dimensional data. This article explores the definition and significance of vector databases, comparing them with traditional databases, and provides an in-depth overview of the top 15 vector databases to consider in 2024. […] The post Top 15 Vector Databases that you Must Try in 2024 appeared first on Analytics Vidhya.

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The Mind in the Machine: John von Neumann, the Inception of AI, and the Limits of Logic

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“From Boole, with his Laws of Thought in the 1850s, to the pioneers of Artificial Intelligence at the present day,” Oliver Sacks wrote as he reckoned with consciousness, AI, and our search for meaning thirty years before chatGPT, “there has been a persistent notion that one may have an intelligence …

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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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UC Berkeley Researchers Develop ALIA: A Breakthrough in Automated Language-Guided Image Augmentation for Fine-Grained Classification Tasks

Marktechpost

Fine-grained image classification is a computer vision task aiming to classify images into subcategories within a larger category. It involves the intricate identification of specific, often rare animals. Yet, they grapple with a need for more extensive training data, leading classifiers to struggle with adaptation across different facets of the domain, such as alterations in weather conditions or geographical locations.

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Unveiling the Power of Chain-of-Thought Reasoning in Language Models: A Comprehensive Survey on Cognitive Abilities, Interpretability, and Autonomous Language Agents

Marktechpost

The research conducted by Shanghai Jiao Tong University, Amazon Web Services, and Yale University addresses the problem of understanding the foundational mechanics and justifying the efficacy of Chain-of-Thought (CoT) techniques in language agents. The study emphasizes the significance of CoT reasoning in LLMs and explores its intricate connections with advancements in autonomous language agents.

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Nobel Prize-winning economist who said ChatGPT would result in a four-day workweek says the past 12 months have only further convinced him he’s right

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Chris Pissarides cautions that it will require other factors including greater tech investment and supportive policies before society reaps AI's benefits in earnest.

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Can We Map Large-Scale Scenes in Real-Time without GPU Acceleration? This AI Paper Introduces ‘ImMesh’ for Advanced LiDAR-Based Localization and Meshing

Marktechpost

Providing a virtual environment that matches the actual world, the recent widespread rise of 3D applications, including metaverse, VR/AR, video games, and physical simulators, has improved human lifestyle and increased productive efficiency. These programs are based on triangle meshes, which stand in for the intricate geometry of actual environments.

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Can AI make photos of you look better than you do in real life?

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We all have photos that capture our precious moments in life. Whether it’s a family vacation, a graduation ceremony or a birthday party, we want to preserve these memories and share them with others. But sometimes our photos are not perfect.

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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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Researchers from Microsoft and Georgia Tech Introduce TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices

Marktechpost

The pursuit of smooth, hands-free interaction in the rapidly developing field of wearable technology has produced ground-breaking discoveries. TongueTap, a technology that synchronizes multiple data streams to enable tongue gesture recognition for controlling head-worn devices, is a promising development. This method allows users to interact silently, without using their hands or eyes, and without needing specially made interfaces that are typically placed inside or close to the mouth.

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Russia-China Alliance Would Build Artificial Intelligence For Dictators

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Russia will have to accept its status as a junior partner to Beijing in the quest to build AI that won’t challenge their repressive regimes.

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Meet PGXMAN : The PostgreSQL Extension Manager

Marktechpost

Could you drag and drop them into your project management workflow instead of manually updating and independently managing each Postgres extension? How awesome would that be? Well, that wish has come true with the introduction of PGXMAN. Envision a world that only takes a few clicks or commands to install, update, and uninstall Postgres extensions. Searching the web for newer versions, managing dependencies, and manually updating is a thing of the past.

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35 of the best Harvard University courses you can take for free

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Want to learn about Python, artificial intelligence, JavaScript, and more? This is your chance to do it without spending anything. TL;DR: Find a wide range of free online courses from Harvard University on edX.

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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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Google DeepMind Introduces GNoME: A New Deep Learning Tool that Dramatically Increases the Speed and Efficiency of Discovery by Predicting the Stability of New Materials

Marktechpost

Inorganic crystals are essential to many contemporary technologies, including computer chips, batteries, and solar panels. Every new, stable crystal results from months of meticulous experimentation, and stable crystals are essential for enabling new technologies since they do not dissolve. Researchers have engaged in costly, trial-and-error experiments that yielded only limited results.

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Why the Entire AI World Was Talking About "Q" This Week

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After a mysterious announcement by Sam Altman, the AI industry is buzzing about what it could mean.

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This Paper from Johns Hopkins Highlights Data Science’s Role in Accelerating Probabilistic Catalog Matching for Space Discoveries Across Time and Telescopes

Marktechpost

A big problem in space research is whether the same stars or galaxies are seen in different sky surveys. Telescopes today gather a ton of data about thousands or even billions of objects using various types of light. However, connecting this data from different surveys is quite difficult. Old methods couldn’t handle the massive amounts of diverse data.

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Google AI Unveils Translatotron 3: A Breakthrough in Real-Time Speech Translation

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Researchers from Google AI have unveiled Translatotron 3, an innovative AI model that revolutionizes speech-to-speech translation, promising to turn …

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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 RAGs: A Streamlit App that Lets You Create a RAG Pipeline from a Data Source Using Natural Language

Marktechpost

GPTs stand out in artificial intelligence regarding NLP tasks. Nevertheless, pipelines built and deployed using GPT can be lengthy and intricate. The role of RAGs is to be seen here. RAGs is an app developed by Streamlit that streamlines the process of creating and deploying GPT pipelines. It offers an intuitive interface that lets users specify their jobs and desired RAG system parameters.

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1 Monster Artificial Intelligence (AI) Stock to Buy Now That Could Go Parabolic

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Palantir stock is up over 200% so far in 2023. While that is a nice return, I think the party is just getting started.

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Character AI ’s Rise: Underdog to Unicorn. Beyond Google

Mlearning.ai

Build your own AI Chatbot with Character.AI and train advanced user models. Google is investing million in Character.

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It's Vinod Khosla's World

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Hi, welcome to your Weekend.Next week will mark The Information's 10-year anniversary, and we'll be commemorating the last decade of tech by publishing a series of top 10 lists, plus some reflections from our founder Jessica Lessin.But before we look back at the Valley's greatest hits (and.

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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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A Guide to Modern Sculpting Tools

Mlearning.ai

Datasculptor’s Practice Continue reading on MLearning.

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Will AI render programming obsolete?

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It's exhilarating to think that, with the help of generative AI, anyone who can write can also write programs. It’s not so simple. This article was originally featured on MIT Press. In 2017, Google researchers introduced a novel machine-learning program called a “transformer” for processing language.

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20 Best ChatGPT Prompts for Blog Writing

Unite.AI

In the digital age, where content is king, the ability to consistently produce high-quality, engaging blog posts is a vital skill for any writer, marketer, or business owner. With the ever-growing need for fresh and relevant content, the challenge often lies in generating ideas, structuring articles, and ensuring that each piece resonates with the target audience.

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9 Must-Know Open Source Models From Meta in 2023

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Meta has been synonymous with open source ecosystems. Recently, its research arm, FAIR, completed 10 years of its contribution in the field of artificial intelligence and human-level intelligence. “If you look back at Meta’s history, we’ve been a huge proponent of open-source,” believes Ahmed Al-Dahle, Meta’s vice president for generative AI.

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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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This AI Paper from Northeastern University and MIT Develop Interpretable Concept Sliders for Enhanced Image Generation Control in Diffusion Models

Marktechpost

Finer control over the visual characteristics and notions represented in a produced picture is typically required by artistic users of text-to-image diffusion models, which is presently not achievable. It can be challenging to accurately modify continuous qualities, such as an individual’s age or the intensity of the weather, using simple text prompts.

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3 Artificial Intelligence (AI) Stocks to Buy With $1,000 and Hold for 10 Years

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AI-driven growth should power outsize returns for these stocks.

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Researchers from Allen Institute for AI Developed SPECTER2: A New Scientific Document Embedding Model via a 2-Step Training Process on Large Datasets

Marktechpost

The field of scientific document embeddings faces challenges in adaptability and performance, notably within existing models like SPECTER and SciNCL. While effective in specific domains, these models grapple with limitations such as a narrow training data focus on citation prediction tasks. Researchers identified these challenges and set out to create a solution that addresses these issues and significantly enhances the adaptability and overall performance of scientific document embeddings.