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GitHub - kandarpkakkad/Machine-Learning-A-to-Z: Machine Learning A-Z (Udemy)

#artificialintelligence

The objective of this course is to learn Machine Learning concepts and be handy with coding of machine learning. Here I have the solutions and codes of "Machine Learning A to Z" course of Udemy.


How to Use AI in B2B Marketing: 7 Tips and Tricks

#artificialintelligence

Artificial Intelligence (AI) is the process of programming a computer to make decisions for itself. This type of independent and self-learning system has a wide range of applications in modern business, including B2B marketing. Although it's still in the early stages of development and application, AI can already help B2B marketers in a number of ways. After analyzing dozens of use cases, we picked the ones that proved to be most efficient. In this post, we will explain the basics of B2B marketing and show you seven tips and tricks on how to use AI in this field of business.


Python PCAP-31-03 Certified Associate in Python Programming

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The Practice Questions are dedicatedly designed from a certification exam perspective. The collection of these questions from our Study Guides are prepared to keep the exam blueprint in mind, covering not only important but necessary topics as well. It's an ideal Way to practice and revise your certification. PCAP – Certified Associate in Python Programming certification focuses on the Object-Oriented Programming approach to Python, and shows that the individual is familiar with the more advanced aspects of programming, including the essentials of OOP, the essentials of modules and packages, the exception handling mechanism in OOP, advanced operations on strings, list comprehensions, lambdas, generators, closures, and file processing. PCAP certification gives its holders confidence in their programming skills, helps them stand out in the job market, and gives them a head start on preparing for and advancing to the professional level.


ML Tools to Accelerate your work with Cassie Breviu

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Want to ensure your app developers can create secure and smooth login experiences for your customers? With Curity you can protect user identities, secure apps and websites, and manage API access. Welcome to the InfoQ podcast. My name is Roland Meertens and today, I am interviewing Cassie Breviu. She is a senior program manager at Microsoft and hosted the innovations in machine learning systems track at QCon London. I am actually speaking to her in person at the venue of QCon London Conference. In this interview, I will talk with her on how she got started with AI and what machine learning tools can accelerate your work when deploying models on a wide range of devices. We will also talk about GitHub Copilot and how AI can help you be a better programmer. If you want to see her talk on how to operationalize transformer models on the edge, at the moment of recording this, you can still register for the QCon Plus Conference or see if the recording is already uploaded on infoq.com. Welcome, Cassie to QCon London. I'm very glad to see you here. I hope you're happy to be at this conference. I heard that you actually got into AI by being at the conference. I am thoroughly enjoying this conference. It's really put together really well and I really enjoy it. So what happened was I was at a developer conference. I was a full stack C# engineer and I'd always been really interested in AI and machine learning, but it always seemed scary and out of reach. I had even tried to read some books on it and I thought, "Well, this might be just too much for me or too complicated or I just can't do this." So I went to this talk by Jennifer Marsman and she did this amazing talk on, Would You Survive the Titanic Sinking? She used this product that's called Azure Machine Learning Designer.


AI 100: The most promising artificial intelligence startups of 2022 - CB Insights Research

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The AI 100 is CB Insights' annual list of the 100 most promising private AI companies in the world. This year's winners are working on diverse solutions designed to recycle plastic waste, improve hearing aids, combat toxic online gaming behavior, and more. CB Insights has unveiled the winners of the sixth annual AI 100 -- a list of the 100 most promising private AI companies across the globe. Some of this year's winners are advancing the development and use of artificial intelligence (AI) across specific industries -- such as healthcare, gaming, and agriculture. On the other hand, some are developing applications to support sales, engineering design, cybersecurity, and other functions across a wide range of industries.


Science communication for AI researchers – an AIhub tutorial at IJCAI-ECAI 2022

AIHub

We're pleased to announce that we will be giving a tutorial on science communication for AI researchers at IJCAI-ECAI this year. This will be held in person on 25 July (the afternoon session). If you are attending the conference and fancy finding out how you can communicate your research to a general audience in different formats, then please do sign up to join us. One of the challenges facing the field of AI is its portrayal in the media, which leads to misconceptions among policy makers, business leaders, and the general public alike. By communicating about AI in a clear, informed, and measured manner we can help to combat the flow of misinformation and convey the reality of today's technology.


New imaging method makes tiny robots visible in the body

Robohub

How can a blood clot be removed from the brain without any major surgical intervention? How can a drug be delivered precisely into a diseased organ that is difficult to reach? Those are just two examples of the countless innovations envisioned by the researchers in the field of medical microrobotics. Tiny robots promise to fundamentally change future medical treatments: one day, they could move through patient's vasculature to eliminate malignancies, fight infections or provide precise diagnostic information entirely noninvasively. In principle, so the researchers argue, the circulatory system might serve as an ideal delivery route for the microrobots, since it reaches all organs and tissues in the body.


AI-based speech pattern analysis may allow Alzheimer's diagnosis by phone

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Patterns of speech in a phone conservation can be used to correctly identify adults in the early stages of Alzheimer's disease, a study published Wednesday by the journal PLOS found. Using more than 1,600 voice recordings of phone conversations made from 24 people with confirmed Alzheimer's and 99 healthy controls, researchers correctly identified those with the common form of dementia with roughly 90% accuracy, the data showed. The approach relies on the tendency of people with Alzheimer's "to speak more slowly and with longer pauses and to spend more time finding the correct word," the researchers said. These "vocal features" result in "broken messages and lack of speech fluency," which can be analyzed using an artificial intelligence-based program. The computer program was able to identify those with early Alzheimer's with essentially the same level of accuracy as a telephone-based test for cognitive function, according to the researchers.


AI and Oncology: IRT Saint Exupéry and IUCT-Oncopole collaborate to advance cancer research - Actu IA

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On May 17, two Toulouse-based institutes, the IRT Saint Exupéry and the IUCT-Oncopole, a European center of expertise in oncology, signed a partnership focused on artificial intelligence. The aim of this partnership is to pool cutting-edge skills around AI-based research projects designed to improve prevention, diagnosis and care in oncology, particularly by predicting therapeutic effectiveness. Two of these projects are already at an advanced stage. The Saint Exupéry Institute of Technological Research aims to accelerate scientific and technological research and transfer to the aeronautics and space industries for the development of reliable, robust, certifiable and sustainable innovative solutions. A private research foundation supported by the French government, the IRT's mission is to promote French technological research for the benefit of industry and to develop the ecosystem of the aeronautics, space and critical systems sectors by providing access to its research projects, technological platforms and expertise.


A Brief Overview of Machine Learning

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As we randomly search terms on the internet, we often encounter "machine learning" and "deep learning" and how they are revolutionizing the way in which we live our lives. At present, machine learning is almost used everywhere from self-driving cars, email spam detection, recommender systems that we see in Netflix and Amazon, credit card fraud detection used by banks and so on. The list goes on and on with potential new applications being created. Therefore, it is very important to stay updated with the latest trends and understand what machine learning actually is and get a good broader understanding of some of the types of machine learning. In this article, I would explain machine learning and the different categories of machine learning.