Tue.Jul 04, 2023

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Beginner’s Guide to Build Your Own Large Language Models from Scratch

Analytics Vidhya

Introduction Be it twitter or Linkedin, I encounter numerous posts about Large Language Models(LLMs) each day. Perhaps I wondered why there’s such an incredible amount of research and development dedicated to these intriguing models. From ChatGPT to BARD, Falcon, and countless others, their names swirl around, leaving me eager to uncover their true nature.

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Universities want to ensure staff and students are ‘AI-literate’

AI News

In a joint statement published today, the 24 Vice Chancellors of the Russell Group of universities have pledged their commitment to ensuring the ethical and responsible use of generative AI and new technologies like ChatGPT. Universities are increasingly recognising the importance of equipping their students and staff with AI literacy skills to leverage the opportunities presented by technological advancements in teaching and learning.

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Unveiling Denoising Autoencoders

Analytics Vidhya

Introduction Denoising Autoencoders are neural network models that remove noise from corrupted or noisy data by learning to reconstruct the initial data from its noisy counterpart. We train the model to minimize the disparity between the original and reconstructed data. We can stack these autoencoders together to form deep networks, increasing their performance.

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Advanced Techniques for Research with ChatGPT

Flipboard

Last Updated on July 5, 2023 Research has always been essential to human progress and has evolved tremendously over the past few years. With the advent of advanced technologies, new tools and techniques have emerged to conduct more efficient research and to stay at the forefront of knowledge. One such technology is ChatGPT, a large […] The post Advanced Techniques for Research with ChatGPT appeared first on MachineLearningMastery.com.

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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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Generative AI: Where Is the World Heading Towards?

Analytics Vidhya

Introduction In the ever-evolving world of technology, we are witnessing a rapid surge in the development and deployment of AI products. Over the past six months, established tech giants and ambitious startups have made significant strides in artificial intelligence. While companies like Microsoft and OpenAI have garnered much attention, it’s essential to recognize that they […] The post Generative AI: Where Is the World Heading Towards?

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Exploring Research on Gender Equality with NLP and Elicit

Analytics Vidhya

Introduction NLP (Natural Language Processing) can help us to understand huge amounts of text data. Instead of going through a huge amount of documents by hand and reading them manually, we can make use of these techniques to speed up our understanding and get to the main messages quickly. In this blogpost, we dive into […] The post Exploring Research on Gender Equality with NLP and Elicit appeared first on Analytics Vidhya.

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5 Tips to Alleviate Insider Threats in Your Business

Aiiot Talk

Most businesses today understand the need for cybersecurity. Still, many focus on protecting against outside threats like hackers or ransomware gangs. You may not realize some of the biggest cyber risks come from inside your company. Your employees already have access to sensitive data, so making a mistake or going rogue can cause a lot of damage. If you want to stay as safe as possible, you need to address these threats while protecting against outside ones.

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Everything About Vector Databases – Their Significance, Vector Embeddings, and Top Vector Databases for Large Language Models (LLMs)

Flipboard

Large Language Models have shown immense growth and advancements in recent times. The field of Artificial Intelligence is booming with every new release of these models. From education and finance to healthcare and media, LLMs are contributing to almost every domain. Famous LLMs like GPT, BERT, PaLM, and LLaMa are revolutionizing the AI industry by imitating humans.

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Shaping the Future of Artificial Intelligence AI: The Significance of Prompt Engineering for Progress and Innovation

Marktechpost

ChatGPT has been the talk of the town since the day it has released. Over a million users are already using the revolutionary chatbot for interaction. For the unaware, ChatGPT is a large language model (LLM) trained by OpenAI to respond to different questions and generate information on an extensive range of topics. It can translate multiple languages, generate unique and creative user-specific content, summarize long text paragraphs, etc.

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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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CheatSheet for coding in R, Python and Julia | R-bloggers

Flipboard

I’m making freely available the first version of something I’ve wanted to do for a long time. I’m an advanced R user, but I’m very limited in both, Python and Julia. However, I’ve been reading reports that Julia is a pretty efficient programming language (here and here, for example).

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This Artificial Intelligence Research Confirms That Transformer-Based Large Language Models Are Computationally Universal When Augmented With An External Memory

Marktechpost

The remarkable results achieved by transformer-based models like GPT-2 and GPT-3 gravitated the research community toward exploring large language models (LLMs). Additionally, ChatGPT’s recent success and popularity have only served to increase people’s interest in LLMs. In-context learning and chain-of-thought prompting are two other major discoveries that have significantly improved the accuracy of the models.

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Mozilla's AI Help infects web documentation with GPT hallucinations

Flipboard

Mozilla recently announced AI Help, a generative AI-based tool designed to be a new "problem-solving companion" for web developers searching for answers on MDN Web Docs. The site hosts documents about CSS, HTML, JavaScript and other web technologies since 2005, and it has essentially become an authoritative resource with contributions.

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You Gotta Pump Those Dimensions: DreamEditor is an AI Model That Edits 3D Scenes Using Text-Prompts

Marktechpost

The 3D computer vision domain was flooded with NeRFs in recent years. They emerged as a groundbreaking technique and enabled the reconstruction and synthesis of novel views of a scene. NeRFs capture and model the underlying geometry and appearance information from a collection of multi-view images. By leveraging neural networks, NeRFs offer a data-driven approach that surpasses traditional methods.

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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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Toronto engineer develops app that can diagnose skin cancer for free using AI analysis

Flipboard

An app designed by a Toronto engineer could soon offer Canadians free diagnoses for a lengthy list of skin ailments without having to leave their homes using real-time artificial intelligence analysis.

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What are Large Language Models (LLMs)? Applications and Types of LLMs

Marktechpost

Computer programs called large language models provide software with novel options for analyzing and creating text. It is not uncommon for large language models to be trained using petabytes or more of text data, making them tens of terabytes in size. A model’s parameters are the components learned from previous training data and, in essence, establish the model’s proficiency on a task, such as text generation.

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14 LLMs that aren't ChatGPT

Flipboard

Today's C-suite is filled with bosses who see artificial intelligence as the future, and many technology leaders take ChatGPT as synonymous with AI.

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Researchers at Stanford Introduce Parsel: An Artificial Intelligence AI Framework That Enables Automatic Implementation And Validation of Complex Algorithms With Code Large Language Models LLMs

Marktechpost

Though recent advances have been made in large language model (LLM) reasoning, LLMs still have a hard time with hierarchical multi-step reasoning tasks like developing sophisticated programs. Human programmers, in contrast to other token generators, have (usually) learned to break down difficult tasks into manageable components that work alone (modular) and work together (compositional).

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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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ChatGPT pauses Bing integration to stop people from bypassing paywalls

Flipboard

OpenAI has disabled the Browse with Bing feature in ChatGPT to prevent users from bypassing paywalls and accessing website information without making …

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Complete guide to running a GPU accelerated LLM with WSL2

Mlearning.ai

This is probably the easiest way to run an LLM for free on your PC Created using Midjourney. If you would like to be able to test different LLMs locally for free and happen to have a GPU powered PC at home you’re in luck — thanks to the wonderful Open Source community, running different LLMs on Windows is very straightforward. In this article I will show you how to run a version of the Vicuna model in WSL2 with GPU acceleration and prompt the model from Python via an API.

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15 of the best AI and ChatGPT courses you can take online for free

Flipboard

Give yourself an advantage by mastering this revolutionary technology. TL;DR: Find a wide range of free AI and ChatGPT courses on Udemy. Kickstart a new career, increase your productivity, or creative engaging content, without spending anything.

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SAS Hackathon biedt innovatieve oplossingen voor bestaande zakelijke en maatschappelijke problemen

SAS Software

Dit jaar deden zes teams uit de Benelux mee aan de wereldwijde SAS Hackathon competitie. Deze teams gingen spannende uitdagingen aan: van het voorspellen van verslechtering en sterfte van kankerpatiënten met synthetische data tot het optimaliseren van de kaasproductie en nog veel meer! Met hulp van de nieuwste SAS-software en [.] The post SAS Hackathon biedt innovatieve oplossingen voor bestaande zakelijke en maatschappelijke problemen appeared first on SAS Blogs.

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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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Google's going to scrape the entire public Internet to train its AI tools and there's nothing we can do about it

Flipboard

A footnote on the Google privacy policy updated on July 1 says the company is going to feed the public Internet into its AI tools.

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New AI Tool: YouTube Aloud AI

Artificial Corner

A New Way to Reach a Global Audience From Youtube YouTube is a global platform with over 2 billion users in over 100 countries. However, not everyone speaks English, the language that most YouTube videos are in. This can make it difficult for creators to reach a wider audience with their content. To address this issue, YouTube has partnered with Aloud AI, a company that uses artificial intelligence to create high-quality audio dubs of videos in multiple languages.

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Make Money With Google Bard and AI: How To Earn $3,000 a Month or More

Flipboard

On the heels of the launch of OpenAI's ChatGPT, Google launched its own artificial intelligence, Google Bard. Google opened access to Bard in March 2023, allowing users to join a waitlist. By May, Google made Bard available to business owners and the general public in 180 countries and territories. Google Bard is free to use and offers a new way for people to make money with AI.

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SAS realizará inversión de US$1,000 millones para desarrollo de soluciones de Inteligencia Artificial

SAS Software

SAS, líder en analítica, invertirá US$1,000 millones de dólares durante los próximos tres años para el desarrollo de soluciones analíticas avanzadas. Así lo anunció en el marco del evento SAS Innovate 2023, donde explicó que estos fondos se enfocarán en soluciones para necesidades específicas en industrias como la banca, gobierno, [.] The post SAS realizará inversión de US$1,000 millones para desarrollo de soluciones de Inteligencia Artificial appeared first on SAS Blogs.

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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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The Datapreneurs: The Promise of AI and the Creators Building Our Future

Flipboard

Author Bob Muglia shares 5 key insights from his new book with Steve Hamm, The Datapreneurs: The Promise of AI and the Creators Building Our Future.

AI 101
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Data generation with diffusion models – part 2

deepsense.ai

Diffusion models operate in a generative capacity that empowers them to create images using varying data sources. The resultant outputs are of impressive quality, and in some instances, they attain a photorealistic standard. However, to harness these newly generated data for the purpose of training supervised models, it requires the use of labels. These labels play an integral role in identifying the elements contained in an image and are an essential tool in training learning models to recogniz

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Machine learning algorithm sets Bitcoin price for July 31, 2023

Flipboard

With Bitcoin (BTC) surpassing the $31,000 mark and maintaining its position above $30,000, cryptocurrency traders and investors are eagerly observing …