Sat.Aug 19, 2023

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Building Custom Q&A Applications Using LangChain and Pinecone Vector Database

Analytics Vidhya

Introduction The advent of large language models is one of our time’s most exciting technological developments. It has opened up endless possibilities in artificial intelligence, offering solutions to real-world problems across various industries. One of the fascinating applications of these models is developing custom question-answering or chatbots that draw from personal or organizational data sources. […] The post Building Custom Q&A Applications Using LangChain and Pinecone

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Bridging the Language Gap: A Push for AI Tools for African Languages

Unite.AI

In today's tech-driven age, artificial intelligence (AI) has given rise to tools like ChatGPT for textual communications and voice-activated services like Siri, augmenting human capabilities. However, these AI marvels are primarily designed for dominant languages like English, French, and Spanish. Consequently, billions find themselves at a technological disadvantage due to linguistic differences.

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What is Responsible AI and Why Do We Need It?

Analytics Vidhya

Introduction The infamous case of Microsoft’s AI chatbot Tay is a stark reminder of the potential pitfalls in AI deployment. Tay’s introduction to Twitter on March 23, 2016, showcased how AI when exposed to inappropriate content, can quickly devolve into generating offensive and harmful responses. In just a day, the chatbot transformed into a platform […] The post What is Responsible AI and Why Do We Need It?

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10 Best AI Tools for Affiliate Marketing (August 2023)

Unite.AI

In the dynamic world of affiliate marketing, the race to captivate audiences demands innovative and efficient tools. With the ever-evolving advancements in (AI) Artificial Intelligence, there's a revolution unfolding that's reshaping content creation and audience engagement strategies. From generating persuasive written content to crafting compelling audio and video, AI tools are becoming indispensable for affiliate marketers aiming for that cutting edge.

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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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Schools are teaching ChatGPT, so students aren’t left behind

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New York CNN — When college administrator Lance Eaton created a working spreadsheet about the generative AI policies adopted by universities last spring, it was mostly filled with entries about how to ban tools like ChatGPT.

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China, U.S. Test Intelligent-Drone Swarms in Race for Military AI Dominance

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The U.S. and China are accelerating research on how to integrate artificial intelligence into their militaries as part of a global race to take advantage of the fast-developing technology.

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Microsoft Researchers Introduce SpeechX: A Versatile Speech Generation Model Capable of Zero-Shot TTS and Various Speech Transformation Tasks

Marktechpost

Multiple machine learning applications, including text, vision, and audio, have seen rapid and significant developments in the technology of generative models. The industry and society have felt significant effects of these developments. Notably, generative models with multi-modal input have become a truly innovative development. Zero-shot text-to-speech (TTS) is a well-known speech generation problem in the speech domain that uses audio-text input.

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AI and the tyranny of the data commons

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The myth of data as a non-rival resource needs to be abandoned. I am here to tell you the sad but true story of the demise of the sharing economy. Remember how we were told, back in the 1990s and 2000s, that we were contributing to the creation of the largest commons known to humanity?

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Unlocking the Power of Context with Google AI: A Showdown Between prefixLM and causalLM in In-Context Learning

Marktechpost

The War of Troy is famous, where Achilles etched his name in history forever by defeating Prince Hector once and for all, but today, in the rapidly evolving landscape of artificial intelligence, the quest to harness context for improved learning and comprehension has taken center stage. Two contenders, prefixLM and causalLM, have entered the ring to combat in-context learning.

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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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Federal judge rules that AI art can't be copyrighted

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Stop trying to make AI copyrights happen. It is not going to happen. There has been a debate raging over whether or not work created by generative artificial intelligence can be copyrighted. Some judges have ruled no, of course not, that would be absurd; others have argued the opposite.

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Development in Nano-Arrays Using Deep Learning: A New AI Method that could Design Nanohole Arrays that can Produce a Specific Structural Color

Marktechpost

The diversity in colors is much more and increases with the combination of two or more colors. Light interacts with tiny nanostructures and creates an intrinsic pattern of multiple colors. Light spectrum also interacts with the holes and creates a system called nano-hole arrays. This also can distinguish light phenomena and obtain structural colors.

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17 Critical Skills For The AI “Techie”

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AI will gift us with more benefits and advantages than any other invention or discovery in history. But it will also require more skills and mastery than anything else.

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This AI Paper Introduces A Comprehensive RDF Dataset With Over 26 Billion Triples Covering Scholarly Data Across All Scientific Disciplines

Marktechpost

Keeping up with recent research is becoming increasingly difficult due to the rise of scientific publications. For instance, more than 8 million scientific articles were recorded in 2022 alone. Researchers use various techniques, from search interfaces to recommendation systems, to investigate connected intellectual entities, such as authors and institutions.

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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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Scientists Uncover Biological Echoes in Powerful AI Transformer Models

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"Having remained electrically silent for over a century of brain recordings, astrocytes are one of the most abundant, yet less explored, cells in the brain.

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How Would You Learn Anything with ChatGPT Easily?

Towards AI

Last Updated on August 20, 2023 by Editorial Team Author(s): Gencay I. Originally published on Towards AI. Start Learning Faster with ChatGPT: Explore How This AI Tool Can Help You. This member-only story is on us. Upgrade to access all of Medium. Created with leonardo.ai Learning is the key to evolution. You should learn and then test the things you’ve learned to build a neural path in your mind.

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Companies struggle to deploy AI due to high costs and confusion

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Behind the hype of generative AI, large companies are struggling to deploy the new technology — hitting cost and data management hurdles that are …

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A Framework For Efficiently Serving Your Large Language Models

Towards AI

Last Updated on August 20, 2023 by Editorial Team Author(s): Zoumana Keita Originally published on Towards AI. Serve your large language models just like you would using OpenAI API but at no cost This member-only story is on us. Upgrade to access all of Medium. Photo by Austrian National Library on Unsplash There has been a lot of enthusiasm in the last couple of months around using Large Language Models.

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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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5 ways enterprise leaders can use large language models to unlock new possibilities

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It’s highly unlikely that you’ve missed the buzz surrounding generative AI, and specifically large language models (LLMs) like ChatGPT.

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Researchers from Alibaba Propose INSTAG: An Open-Set Fine-Grained Tagger that Leverages the Instruction Following Ability of Modern Chatbots like ChatGPT

Marktechpost

Have you ever considered how large language models like ChatGPT would obtain the instruction-following ability? Various foundation language models obtain it through supervised fine-tuning ( SFT ). The critical factor for the success of SFT is the diversity and complexity of the datasets. Their qualitative analysis and definitions need to be more clear.

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SheetGPT Revolutionizes Google Sheets with AI Integration

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In a significant leap forward for productivity and data analysis, SheetGPT has emerged as a transformative tool by seamlessly integrating artificial …

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Meet Chroma: An AI-Native Open-Source Vector Database For LLMs: A Faster Way to Build Python or JavaScript LLM Apps with Memory

Marktechpost

Word embedding vector databases have become increasingly popular due to the proliferation of massive language models. Using the power of sophisticated machine learning techniques, data is stored in a vector database. It allows for very fast similarity search, essential for many AI uses such as recommendation systems, picture recognition, and NLP. The essence of complicated data is captured in a vector database by representing each data point as a multidimensional vector.

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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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How to Perform Feature Selection with Scikit-Learn

Towards AI

Last Updated on August 20, 2023 by Editorial Team Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. How to select important features for your machine learning model This member-only story is on us. Upgrade to access all of Medium. Photo by Timothy Muza on Unsplash Feature selection is choosing the most relevant features to the underlying problems.

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How to use ChatGPT to automate affiliate marketing

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ChatGPT is disrupting a massive variety of different sectors and the world of online marketing is no exception.

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Use LangChain to Extract a Dictionary from Text

Towards AI

Last Updated on August 20, 2023 by Editorial Team Author(s): Eugenia Anello Originally published on Towards AI. A deep-dive tutorial that exploits LangChain’s Output parser to store the text of a property listing as key-value pairs This member-only story is on us. Upgrade to access all of Medium. Photo by Sergey Sokolov on Unsplash When you search property listings on websites like Facebook’s groups, it’s time-consuming to scroll and read them.

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Here Are the Top AI Stories You Missed This Week

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Take a quick look at the newest and weirdest happenings in AI. If you’re behind on what’s happening with the robot uprising, have no fear.

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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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Using the Indian Number System Notations in Plotly Plots

Towards AI

Last Updated on August 20, 2023 by Editorial Team Author(s): Rahul Shah Originally published on Towards AI. Plotly is a versatile library that offers a comprehensive suite of resources for data visualization. Its ability to customize charts to meet user needs has made it a favorite of many analysts and data enthusiasts. In a recent use case, I wanted to incorporate the Indian number system’s notations into my Plotly plots.

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2000 Machine Learning Prompts

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The Ultimate Collection of 2000 Machine Learning Prompts is a comprehensive resource designed to help enthusiasts learn and experiment with Machine Learning, allowing them to become familiar with their functioning and applications in different contexts.

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Use keras tensorflow to predict on the winnings of a Tic Tac Toe game board

Mlearning.ai

I decided to take a break from my studies in the field of data science, so decided to enter a Kaggle community competition in an attempt… Continue reading on MLearning.