Tue.Aug 29, 2023

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Basic Tenets of Prompt Engineering in Generative AI

Analytics Vidhya

Introduction In this article, we shall discuss ChatGPT Prompt Engineering in Generative AI. ChatGPT has been one of the most discussed topics among tech and not-so-techies since November 2022. It is a type of intelligent conversation that marks the dawn of an era of intelligent conversation. One can ask almost anything ranging from science, arts, […] The post Basic Tenets of Prompt Engineering in Generative AI appeared first on Analytics Vidhya.

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TinyML: Applications, Limitations, and It’s Use in IoT & Edge Devices

Unite.AI

In the past few years, Artificial Intelligence (AI) and Machine Learning (ML) have witnessed a meteoric rise in popularity and applications, not only in the industry but also in academia. However, today's ML and AI models have one major limitation: they require an immense amount of computing and processing power to achieve the desired results and accuracy.

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Top Generative AI Projects

Analytics Vidhya

In a rapidly evolving technological panorama, the emergence of generative AI projects has redefined how we interact with, create, and experience content. These projects harness the power of artificial intelligence to replicate human creativity and productiveness, spanning from text chatbots to video generators. These generative AI projects stand as a testament to the ever-expanding competencies […] The post Top Generative AI Projects appeared first on Analytics Vidhya.

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Basil Faruqui, BMC: Why DataOps needs orchestration to make it work

AI News

Data has long been the currency on which the enterprise operates – and it goes right to the very top. Analysts and thought leaders almost universally urge the importance of the CEO being actively involved in data initiatives. But what gets buried in the small print is the acknowledgement that many data projects never make it to production. In 2016, Gartner assessed it at only 15%.

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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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OpenAI Unveils ChatGPT Enterprise with the Power of GPT-4

Analytics Vidhya

OpenAI, the pioneering AI research organization, has just introduced an exciting new chapter in the world of artificial intelligence – ChatGPT Enterprise. Riding high on the viral success of its predecessor, this cutting-edge AI chatbot promises to revolutionize the way companies interact with technology. With a focus on enhanced privacy, unprecedented speed, and advanced functionalities, […] The post OpenAI Unveils ChatGPT Enterprise with the Power of GPT-4 appeared first on Analyti

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Introduction to Statistics Using the R Programming Language

Analytics Vidhya

From foundational concepts to advanced techniques, this article is your comprehensive guide. R, an open-source tool, empowers data enthusiasts to explore, analyze, and visualize data with precision. Whether you’re delving into descriptive statistics, probability distributions, or sophisticated regression models, R’s versatility and extensive packages facilitate seamless statistical exploration.

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OpenAI Passes $1 Billion Revenue Pace as Big Companies Boost AI Spending

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OpenAI is currently on pace to generate more than $1 billion in revenue over the next 12 months from the sale of artificial intelligence software and …

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Beginners’ Guide to Finetuning Large Language Models (LLMs)

Analytics Vidhya

Introduction Embark on a journey through the evolution of artificial intelligence and the astounding strides made in Natural Language Processing (NLP). In a mere blink, AI has surged, shaping our world. The seismic impact of finetuning large language models has utterly transformed NLP, revolutionizing our technological interactions. Rewind to 2017, a pivotal moment marked by […] The post Beginners’ Guide to Finetuning Large Language Models (LLMs) appeared first on Analytics Vidhya.

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How to Leverage AI Throughout the Pharma Treatment Pipeline

Unite.AI

We’ve made incredible advancements in healthcare over the past few decades thanks to the introduction of new technology. Now, artificial intelligence (AI) presents another major opportunity to continue driving this trend to further improve patient lives. There are a wide variety of applications of AI when it comes to understanding and treating health conditions.

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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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AI won't replace many jobs, but one demographic is in unemployment danger: study

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Generative artificial intelligence likely won't replace humans in most jobs. But women figure to be hurt most by AI's automation of jobs, according to a recent study published by a United Nations agency.

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Revolutionizing Human-Machine Interaction: The Emergence of Prompt Engineering

Towards AI

Last Updated on August 30, 2023 by Editorial Team Author(s): Dimitris Poulopoulos Originally published on Towards AI. Decoding the art and science of prompt engineering, the secret sauce for supercharging Large Language Models. This member-only story is on us. Upgrade to access all of Medium. Photo by Mojahid Mottakin on Unsplash Who would’ve thought crafting perfect prompts for Large Language Models (LLMs) or other generative models could actually be a job?

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Generative AI Is Enabling Creators To Take On Massive Workloads. Here's How.

Flipboard

Artificial intelligence enables creators to expedite their processes and results. This story originally appeared on Under30CEO.com The generative AI boom is in full swing, and practically everyone, except a few notable naysayers, believes a revolution is upon us.

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Router Langchain: How To Create Coding Assistance Using Langchain

Towards AI

Last Updated on August 30, 2023 by Editorial Team Author(s): Tarik Kaoutar (高達烈) Originally published on Towards AI. What is Langchain This member-only story is on us. Upgrade to access all of Medium. Want to enhance your coding skills, with the power of AI, you can now create your own coding chatbot. Built by Langchian and OpenAi, the OpenAi API allows you to integrate advanced NLP models into their applications and websites, enabling dynamic and human-like conversations with users.

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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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Why Kant Wouldn't Fear AI

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The philosophical world is busy making plans to mark the 300th birthday next year of the German philosopher Immanuel Kant. Non-philosophers might be forgiven for wondering why they should care about the opinions of a man who lived before the onset of cars, computers, and climate change.

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This AI newsletter is all you need #62

Towards AI

Last Updated on August 30, 2023 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week we have been watching development in coding models at META as well as new fine-tuning capabilities at OpenAI. Meta has introduced Code LLaMA, a large language model with the capability to both generate code based on prompts and describe codes.

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Google made a watermark for AI images that you can’t edit out

Flipboard

The Google DeepMind team has believed for years that building great generative AI tools also requires building great tools to detect what has been created by AI. There are plenty of obvious, high-stakes reasons why, says Google DeepMind CEO Demis Hassabis.

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Legal Innovators UK – Where Great Conversations Happen!

Artificial Lawyer

Innovation is always about a meeting of minds, of new ideas, of needs – synthesised together to create real change. The landmark Legal Innovators UK conference on.

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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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It Costs Just $400 to Build an AI Disinformation Machine

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A developer used widely available AI tools to generate anti-Russian tweets and articles. The project is intended to highlight how cheap and easy it has become to create propaganda at scale.

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Reinforcement Learning: Markov Decision Process — Part 1

Towards AI

Last Updated on August 30, 2023 by Editorial Team Author(s): Tan Pengshi Alvin Originally published on Towards AI. Introducing the backbone of Reinforcement Learning — The Markov Decision Process This member-only story is on us. Upgrade to access all of Medium. Image by Ricardo Gomez Angel on Unsplash In most of my previous articles, I have mostly discussed Supervised Learning, with some sprinkling of elements of Unsupervised Learning.

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Pam Baker's new book 'ChatGPT for Dummies' illuminates chatbots for pros and neophytes alike - SiliconANGLE

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Readers who have somehow escaped learning about ChatGPT and other AI-based chatbots should read a new book by my longtime freelancing colleague Pam Baker, “ChatGPT for Dummies.

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Spark NLP 5.1: Introducing state-of-the-art OpenAI Whisper speech-to-text, OpenAI Embeddings and Completion transformers, MPNet text embeddings, ONNX support for E5 text embeddings, new multi-lingual BART Zero-Shot text classification, and much more!

John Snow Labs

It’s a well-established principle: any LLM, whether open-source or proprietary, isn’t dependable without a RAG. And truly, there can’t be an effective RAG without an NLP library that is production-ready, natively distributed, state-of-the-art, and user-friendly. This holds true in our 5.1 release! We’re excited to unveil Spark NLP 5.1 with: New OpenAI Whisper, Embeddings and Completions!

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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 launches BigQuery Studio, a new way to work with data

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Companies increasingly see the value in mining their data for deeper insights. According to a NewVantage survey, 97.6% of major worldwide organizations are focusing investments into big data and AI. But challenges stand in the way of executing big data analytics.

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Automatic Differentiation with Python and C++ for Deep Learning

Towards AI

Last Updated on August 31, 2023 by Editorial Team Author(s): Luiz doleron Originally published on Towards AI. This story explores automatic differentiation, a feature of modern Deep Learning frameworks that automatically calculates the parameter gradients during the training loop. The story introduces this technology in conjunction with practical examples using Python and C++.

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Duet AI, Google’s AI assistant suite, expands across Google Cloud

Flipboard

Duet AI, Google’s collection of generative AI features for text summarization, organizing data and more, is expanding to new products and services in Google Cloud.

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Compute without Constraints: Serverless GPU + LLM = Endless Possibilities

Artificial Corner

Spark conversations through the cloud with serverless GPUs powering your most advanced Hugging Face large language models. image created by the author and Leonardo.ai For developers working with large language models, the constraints of hardware can often hold back the boundaries of what’s possible. In fact securing access to GPUs requires a lot of upfront investment and technical overhead.

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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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Duet AI, Google’s AI assistant suite, expands across Google Cloud

Flipboard

Duet AI, Google’s collection of generative AI features for text summarization, organizing data and more, is expanding to new products and services in Google Cloud.

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5 Jobs That Will Use Prompt Engineering in 2023

ODSC - Open Data Science

Since OpenAI’s ChatGPT kicked down the door and brought large language models into the public imagination, being able to fully utilize these AI models has quickly become a much sought-after skill. With that said, companies are now realizing that to bring out the full potential of AI, prompt engineering is a must. So we have to ask, what kind of job now and in the future will use prompt engineering as part of its core skill set?

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Huawei said to have built an AI GPU that matches the Nvidia A100

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Liu Qingfeng, the founder, chairman, and president of Chinese AI firm iFlytek, which supplies voice recognition software, made the claim at the 19th Summer Summit of the 2023 Yabuli China Entrepreneurs Forum (via IT Home).

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