Mon.Jul 17, 2023

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Creating a Chatbot with FalconAI, LangChain, and Chainlit

Analytics Vidhya

Introduction Generative AI, especially the Generative Large Language Models, have taken over the world since their birth. This was only possible because they could integrate with different applications, from generating working programmable codes to creating fully GenerativeAI-managed Chat Support Systems. But most of the Large Language Models in the Generative AI space have been closed […] The post Creating a Chatbot with FalconAI, LangChain, and Chainlit appeared first on Analytics Vidhya

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Bard Debuts in Europe and Brazil Amid Privacy Concerns and Intensifying Competition

Unite.AI

Alphabet Inc., the parent company of Google, is spreading its wings in the AI landscape by launching its AI chatbot, Bard, in Europe and Brazil. This expansion signifies Bard's most significant growth since its introduction in the UK and the US in March, escalating the competition with Microsoft's own AI chatbot, ChatGPT. Generative AI models like Bard and ChatGPT, capable of emulating human-like responses to questions, are increasingly becoming common players in the technological market.

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Barry Diller Vs. Generative AI: Copyright Legal Battle

Analytics Vidhya

Media mogul Barry Diller and a group of prominent publishers are gearing up for a legal battle against the use of published works in training artificial intelligence (AI) systems. The rise of generative AI has raised concerns about the fair use of copyrighted content, and Diller is determined to protect the rights of publishers. In […] The post Barry Diller Vs.

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Assessing the risks of generative AI in the workplace

AI News

Amid the exponential growth of generative AI, there is a pressing need to evaluate the legal, ethical, and security implications of these solutions in the workplace. One of the concerns highlighted by industry experts is often the lack of transparency regarding the data on which many generative AI models are trained. There is insufficient information about the specifics of the training data used for models like GPT-4, which powers applications such as ChatGPT.

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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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6 Steps to Protect Your Privacy While Using Generative AI Tools

Analytics Vidhya

Introduction The emergence of generative AI tools has sparked both excitement and concern. These tools can potentially revolutionize our lives and work but raise important questions about AI privacy and security. In this article, we will explore how you can navigate the world of generative AI while protecting your personal information. You can confidently embrace […] The post 6 Steps to Protect Your Privacy While Using Generative AI Tools appeared first on Analytics Vidhya.

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Google Introduces NotebookLM: Your Personalized Virtual Research Assistant

Analytics Vidhya

Google is unveiling its latest experimental offering from Google Labs: NotebookLM, previously known as Project Tailwind. This innovative notetaking software aims to revolutionize how we synthesize information by leveraging the power of language models. With NotebookLM, Google intends to assist users in making connections faster and gaining critical insights based on their selected sources.

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The A-Z of AI: 30 terms you need to understand AI

Flipboard

Imagine going back in time to the 1970s, and trying to explain to somebody what it means "to google", what a "URL" is, or why it's good to have "fibre-optic broadband". You'd probably struggle.

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Fake News Detection with Model Selection and Hyperparameter Optimization in Python (>97% acc.)

Towards AI

Last Updated on July 18, 2023 by Editorial Team Author(s): Giovanni Valdata Originally published on Towards AI. A practical guide on fake news detection with model selection and hyperparameter optimization Photo by Nijwam Swargiary on Unsplash This article aims at describing the model selection and hyperparameter tuning process to perform fake-news detection.

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This AI Chatbot Has Helped Doctors Treat 3 Million People–And May Be Coming To A Hospital Near You

Flipboard

With millions of patients under its belt, digital health startup K Health is looking to scale its artificial intelligence technology in hospitals, starting with new strategic investor Cedars-Sinai.

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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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5 Very Practical Ways AI Can Help To Improve Your Company’s Productivity

Towards AI

Last Updated on July 18, 2023 by Editorial Team Author(s): Jair Ribeiro Originally published on Towards AI. These are some of my favorite examples of how AI can help your company to grow today. Top highlight Photo by Tyler Franta on Unsplash Artificial intelligence, or AI, has become so ingrained in our daily lives that there is now an algorithm or AI model for almost anything, from children’s education to home improvement, health monitoring, and workplace productivity (if you want, you can see

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How AI could revolutionize full-body scans and cancer detection

Flipboard

As we've seen in the world of health tech, artificial intelligence (AI) is not just making waves – it's making tsunamis. The latest splash? Full-body AI scans are becoming the vanguard of preventive medicine. According to some experts, these scans are set to revolutionize how we approach our health.

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A Comprehensive Guide For Text Classification using PySpark MLlib

Towards AI

Last Updated on July 18, 2023 by Editorial Team Author(s): Himanshu Tripathi Originally published on Towards AI. Introduction Have you ever wondered if you ever post something on social media websites that goes against their community standard, how can they identify it and perform appropriate action on that? Well, the idea behind this is called Classification, whether it’s text classification, image classification, video classification, or audio classification.

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Wix’s new tool can create entire websites from prompts

Flipboard

What does one expect from a website builder in 2023? That’s the question many startups — and incumbents — are trying to answer as the landscape changes, driven by trends in generative AI. Do no-code drag-and-drop interfaces still make sense in an era of prompts and media-generating models?

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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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Pyspark MLlib | Classification using Pyspark ML

Towards AI

Last Updated on July 18, 2023 by Editorial Team Author(s): Muttineni Sai Rohith Originally published on Towards AI. Pyspark MLlib | Classification using Pyspark ML In the previous sections, we discussed about RDD, Dataframes, and Pyspark concepts. In this article, we will discuss about Pyspark MLlib and Spark ML. Later on, we will train a classifier for Car Evaluation data, by Encoding the data, Feature extraction and Developing classifier model using various algorithms and evaluate the res

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Events that never happened could influence the 2024 presidential election – a cybersecurity researcher explains situation deepfakes

Flipboard

AI can manipulate a real event or invent one from thin air to create a ‘situation deepfake.’ These deepfakes threaten to influence upcoming elections, but you can still protect your vote.

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Airline Passengers Prediction Using My Stochastic Time Series Algorithm From Scratch in Python

Towards AI

Last Updated on July 18, 2023 by Editorial Team Author(s): Ashutosh Malgaonkar Originally published on Towards AI. Get an email whenever Ashutosh Malgaonkar publishes. My Stochastic Time Series Algorithm — Ashutosh MalgaonkarGet an email whenever Ashutosh Malgaonkar publishes. By signing up, you will create a Medium account if you don't… medium.com Github link to my code: [link] a.

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Chat GPT Cheat Sheet for Architects and Designers

Flipboard

The latest edition of “ Architizer: The World’s Best Architecture ” — a stunning, hardbound book celebrating the most inspiring contemporary architecture from around the globe — is now available. Order your copy today. By now, you’re likely aware of the AI revolution sweeping the industry. One of the most popular AI apps is OpenAI’s Chat GPT — but how can this text-based tool help architects and designers?

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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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Simple Data Application Building with Taipy: Stock Portfolio Tutorial

Towards AI

Last Updated on July 17, 2023 by Editorial Team Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Learn how to build a full-stack Python-based application with minimum code. Photo by Yiorgos Ntrahas on Unsplash Building applications has never been easier in this current era. With many open-source Python packages available, we can build applications from scratch with a minimum number of lines of code.

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AI Fast-Tracks Disease Risk Predictions

Flipboard

Researchers developed AI software that rapidly analyzes bone density scans to predict a person's future risk of health conditions, such as heart attacks, stroke, falls, fractures, and dementia. The software looks for signs of abdominal aortic calcification (AAC), a predictor of these conditions. While human experts typically take 5-15 minutes to analyze each scan, the AI can process 60,000 images in one day.

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Are We Headed for an AI-Driven Generational Hunger Games?

Towards AI

Last Updated on July 17, 2023 by Editorial Team Author(s): Cezary Gesikowski Originally published on Towards AI. How ChatGPT Could Redefine the Workplace for Boomers, Gen Xers, Millennials, Gen Z, and Rising Gen Alpha Each new generation born is in effect an invasion of civilization by little barbarians, who must be civilized before it is too late.—Thomas Sowell, American economist, author, and social commentator from the Hoover Institution image: unsplash ChatGPT, developed by OpenAI, has taken

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I asked ChatGPT to be my life coach. The results were surprisingly helpful

Flipboard

Companies like OpenAI and Google didn’t create AI chatbots to give life advice, but many people are seeking it anyway. So I gave it a shot. As a 50-year-old recently divorced mom with three kids about to flee the nest, I could use a pal. And I could use therapy. Also, a life coach, please.

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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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Automate Machine Learning Workflow — Pyorange

Towards AI

Last Updated on July 18, 2023 by Editorial Team Author(s): Kaushik Choudhury Originally published on Towards AI. Select appropriate classifiers empirically and automatically for the prediction scenarios from scikit-learn, XGBoost, LightGBM, CatBoost, spaCy, Optuna, Hyperopt, Ray, and many more. Photo by Clay Banks on Unsplash As machine learning professionals, we must consider several aspects to develop a good model.

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Google AI helps doctors decide whether to trust diagnoses made by AI

Flipboard

Knowing when to say “I don’t know” is a key issue for artificial intelligence tools, which a new AI for clinical decision-making developed by Google aims to address

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Summarising 3 Years of Google Colab Usage — The Good, the Bad, and The Ugly

Towards AI

Last Updated on July 17, 2023 by Editorial Team Author(s): Ori Abramovsky Originally published on Towards AI. Meme generated by the author using imgflip.com The first time I met Google’s Colab was when we searched for a serverless solution to train our models. Until that point, our models were of a smaller size which enabled us to train them on our local machines.

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ChatGPT can match the top 1% of creative human thinkers, says new study

Flipboard

"We had all been exploring with ChatGPT, and we noticed it had been doing some interesting things that we didn't expect," the study author said.

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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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Why Apriori Algorithm Is Not Applicable for All Types of Products/Stores?

Towards AI

Last Updated on July 18, 2023 by Editorial Team Author(s): OneByyTwo Originally published on Towards AI. Apriori algorithm is the most sought-after tool when it comes to conducting Market Basket Analysis. However, it is not applicable to all types of products or stores. A note from the authors Dear readers, before you go through our article, please be informed that we assume that you have a general idea about Market Basket Analysis and the Apriori algorithm.

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SEC’s Gary Gensler says AI financial advice must benefit investors, not the model

Flipboard

Securities and Exchange Commission (SEC) Chair Gary Gensler discussed his agency’s approach to the regulation of artificial intelligence (AI) technologies in securities markets as generative AI products become more readily available to investors.

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Differences and Connections between Natural Language Processing and Computer Vision from a Machine Learning Perspective

Towards AI

Last Updated on July 18, 2023 by Editorial Team Author(s): Hao WEI Originally published on Towards AI. Natural language processing, computer vision, machine learning I recently moved from the computer vision (CV) domain to the natural language processing (NLP) domain and found some interesting observations. The two domains are quite different but still share some connections.