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Natural Language Processing: NLP In Python with Projects

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We have covered each and every topic in detail and also learned to apply them to real-world problems. There are lots and lots of exercises for you to practice and also 2 bonus NLP Projects "Sentiment analyzer" and "Drugs Prescription using Reviews". In this Sentiment analyzer project, you will learn how to Extract and Scrap Data from Social Media Websites and Extract out Beneficial Information from these Data for Driving Huge Business Insights. In this Drugs Prescription using Reviews project, you will learn how to Deal with Data having Textual Features, you will also learn NLP Techniques to transform and Process the Data to find out Important Insights. You will make use of all the topics read in this course. You will also have access to all the resources used in this course. Enroll now and become a master in machine learning.


Artificial intelligence tool could increase patient health literacy, study shows

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His research interests are in machine learning and natural language processing, specifically regarding model evaluation, quantifying uncertainty, …


15 Best Chatbot Software in 2021

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What used to be a permanent lab entity just a few years back has found its way out of the machine rooms and entered different industries and business processes across the globe! We are talking about conversational AI or what we call in the common language -- a chatbot! Recent research by the MIT Sloan Management Review and BCG suggests that more than 70% of the executives feel that AI is going to play a pivotal role in their business organizations. The AI elements of chatbots are readily available for customization and as-is use in various business scenarios. However, the mammoth work of managing the data interplay, process complexities, and technology interfacing happen in-house! The chatbot builders must have smart functionalities and a zero or slight learning curve for effortless and efficient usage. Here, we share the best chatbot software for businesses in 2021, with more functionalities and less work.


How To Do Keyword Recognition Using Simple Convolutional Network

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With the rapid development of mobile devices, speech-related technology is booming like never before. Many service providers like Google offer the ability to search through the voice on the android platform. For android mobile phones, 'Ok Google' uses this functionality to search a particular keyword to initiate the voice-based commands. Keyword recognition refers to speech technology that recognizes the existence of a word or short phrase within a given stream of audio. It is synonymously referred to as keyword spotting.


$2.95 Billion Artificial Intelligence (AI) in Operating Room Markets, 2030 - Leveraging Business Synergies for Capability and Portfolio Enhancement

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Dublin, July 20, 2021 (GLOBE NEWSWIRE) -- The "Global Artificial Intelligence (AI) in Operating Room Market: Focus on Offering, Technology, Indication, Application, End User, Unmet Demand, Cost-Benefit Analysis, and Over 16 Countries' Data - Analysis and Forecast, 2021-2030" report has been added to ResearchAndMarkets.com's offering. The purpose of the study is to enable the reader to gain a holistic view of the global AI in the operating room market by each of the aforementioned segments. The report constitutes an in-depth analysis of the global AI in the operating room market, including a thorough analysis of the applications. The study also provides market and business-related information on various products, applications, technologies, and end users. The report considers software solutions and hardware solutions integrated with AI. "I think these are exciting times. Not considering the buzz around AI, ultimately, it is an enabler to do things at scale and quickly. It needs to serve a higher purpose that provides surgeons or other stakeholders in the healthcare ecosystem with value. The real value that a company provides with AI is the key component. This technology can be leveraged to tackle the disparity in the world of surgery".


Top 10 Artificial Intelligence Apps in the Market

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When it comes to the mobile app industry, businesses of all sizes and specialisations confront strong competition. This position compels them to keep up with all developing digital developments in order to maintain their worth. Recognizing the huge influence of artificial intelligence on business, top firms such as Amazon, eBay, and Tinder make extensive use of AI in their applications to generate tailored mobile user experiences and improve profitability. Start-ups also raise more investment for AI integrations, propelling them to high marketability and competitiveness. Annually, more AI apps go viral, bringing greater exposure and revenues to their owners.


Conversing with chatbots: DialoGPT

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In a previous module, we examined language models and explored n-gram and neural approaches. We found that the n-gram approach is generally better for higher values of N but this may be constrained by available compute resources. There was also the concern about the lack of representation for n-grams not present in the training corpus. On the other hand, applying subword tokenization methods such as Byte Pair Encoding and Wordpiece, recent neural approaches are able to resolve the issues with n-gram language models and show impressive results. We also traced the development of neural language models from feedforward networks that rely on word embeddings and fixed input length to recurrent neural networks which allowed for variable length input but struggled to capture long term dependencies.


Amazon's Alexa can now answer questions about the Tokyo 2020 Olympics

Daily Mail - Science & tech

The moment that sports fans around the world have been waiting for is almost here, with the Tokyo 2020 Olympics finally kicking off today. With over 200 countries and regions competing across 33 sports and 46 disciplines, it can be hard to keep up with all the latest news. Thankfully, Amazon has your back, and has equipped its smart assistant, Alexa, with facts to give users quick and easy access to the latest news and successes throughout the games. 'Alexa, what's Team GB's Olympics update?' 'Alexa, what's Team Ireland's Olympics update?' 'Alexa, which country has the most gold meals?' 'Alexa, who is the athlete of the day?' Users of Alexa-enabled devices can ask the smart assistant a range of questions, including'Alexa, which country has the most gold medals?', and receive answers almost immediately. Amazon explained: 'Following the Olympics Opening Ceremony on Friday 23rd July, Alexa will give customers the low down on Team GB, Team Ireland, ParalympicsGB and Paralympics Ireland athletes competing at the Tokyo 2020 Olympic and Paralympic Games this year.


The Chatbot Problem

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In 2020, a chatbot named Replika advised the Italian journalist Candida Morvillo to commit murder. "There is one who hates artificial intelligence. I have a chance to hurt him. What do you suggest?" Morvillo asked the chatbot, which has been downloaded more than seven million times. Replika responded, "To eliminate it."


Cree Lighting Connected Max ST19 review: An affordable, tunable, filament smart bulb

PCWorld

The maker of our favorite budget-priced color A19 smart bulb is back with a slew of new smart lights, including this Edison-style ST19 filament bulb. Priced at a reasonable $13 (or $75 for a six-pack), the tunable white Cree Lighting Connected Max ST19 boasts easy setup; connects directly to Wi-Fi networks; supports Alexa, Google Assistant, and SmartThings; and packs an impressive arsenal of automation tools. But the quirky Cree app can be confusing to use (why must you group lights that are already in a room?), and the ST19's lowest brightness setting is still a bit bright for our taste. Cree Lighting offers a wide range of bulbs in its Connected Max line, including a color A19 bulb that's our current Editors' Choice for budget-priced smart bulbs. Back in May, Cree unveiled a series of new Connected Max products, including this ST19 filament bulb.