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Microsoft Azure AI Fundamentals

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Exam Number : AI-900
Exam Name : Microsoft Azure AI Fundamentals
Vendor Name : Microsoft
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EXAM NUMBER : AI-900 EXAM NAME : Microsoft Azure AI Fundamentals Prove that you can describe the following: AI workloads and considerations; fundamental principles of machine learning on Azure; features of computer vision workloads on Azure; features of Natural Language Processing (NLP) workloads on Azure; and features of conversational AI workloads on Azure.

Candidates for the Azure AI Fundamentals certification should have foundational knowledge of machine learning (ML) and artificial intelligence (AI) concepts and related Microsoft Azure services.

This certification is an opportunity to demonstrate knowledge of common ML and AI workloads and how to implement them on Azure.
This certification is intended for candidates with both technical and non-technical backgrounds. Data science and software engineering experience are not required; however, some general programming knowledge or experience would be beneficial.

Azure AI Fundamentals can be used to prepare for other Azure role-based certifications like Azure Data Scientist Associate or Azure AI Engineer Associate, but it�s not a prerequisite for any of them.

Describe AI workloads and considerations
Describe fundamental principles of machine learning on Azure
Describe features of computer vision workloads on Azure
Describe features of Natural Language Processing (NLP) workloads on Azure
Describe features of conversational AI workloads on Azure

Module 1: Introduction to AI
In this module, you’ll learn about common uses of artificial intelligence (AI), and the different types of workload associated with AI. You’ll then explore considerations and principles for responsible AI development.

Artificial Intelligence in Azure
Responsible AI
After completing this module you will be able to:

Describe Artificial Intelligence workloads and considerations
Module 2: Machine Learning
Machine learning is the foundation for modern AI solutions. In this module, you’ll learn about some fundamental machine learning concepts, and how to use the Azure Machine Learning service to create and publish machine learning models.

Introduction to Machine Learning
Azure Machine Learning
After completing this module you will be able to:

Describe fundamental principles of machine learning on Azure
Module 3: Computer Vision
Computer vision is a the area of AI that deals with understanding the world visually, through images, video files, and cameras. In this module you’ll explore multiple computer vision techniques and services.

Computer Vision Concepts
Computer Vision in Azure
After completing this module you will be able to:

Describe features of computer vision workloads on Azure
Module 4: Natural Language Processing
This module describes scenarios for AI solutions that can process written and spoken language. You’ll learn about Azure services that can be used to build solutions that analyze text, recognize and synthesize speech, translate between languages, and interpret commands.

After completing this module you will be able to:

Describe features of Natural Language Processing (NLP) workloads on Azure
Module 5: Conversational AI
Conversational AI enables users to engage in a dialog with an AI agent, or bot, through communication channels such as email, webchat interfaces, social media, and others. This module describes some basic principles for working with bots and gives you an opportunity to create a bot that can respond intelligently to user questions.

Conversational AI Concepts
Conversational AI in Azure
After completing this module you will be able to:

Describe features of conversational AI workloads on Azure


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(TNS) — The variety of girls who’re educated in financial literacy is greatly lower than guys world wide, in response to the world financial Literacy Excellence middle, which surveyed what girls know about investing.

And the variety of non-white and non-male employees coming into the engineering, expertise and computing occupations is still low, the American Society for Engineering training says.Some corporations in metro Detroit try to handle this.

JOURNi is a nonprofit that focuses on expanding engineering and technology accessibility for adolescence and residents in Detroit.Junior achievement of Southeastern Michigan is an training nonprofit for formative years and families that has a economic literacy program.

but for those young people who would not have entry to local groups, two web-primarily based programs created by way of Michigan natives are available to aid them.

right here’s how they came to be and the way to entry them.Capri app teaches funds to younger women

Capri is a telephone app that enables a library full of courses that teach about fiscal literacy. Founder and CEO Nicole Hartwig zones in on closing gender fiscal gaps from investing and ownership to personal budget in the app. The app is a self-paced direction with video classes, budgeting equipment, personal loan basics and investment suggestions.

“That experience definitely isn’t reserved for uniquely fortunate younger women,” Hartwig referred to. “it is a correct that all and sundry has — to take note (the) mechanics of money and personal finance.”

The app has a paid subscription that can also be preordered for a six-month membership for $30 and a one-yr membership for $fifty nine. Capri has been in its beta levels considering that January and it is set to launch by the conclusion of this year.

The content within the app is geared toward Gen Z and millennial ladies who will obtain access to over 75 fiscal courses, tools and the neighborhood room where app clients can chat with every different.

“these themes extend everything below the umbrella of private finance,” Hartwig noted. “That capability the very fundamentals — like budgeting, figuring out the mechanics of credit score and how credit score works — all of the method up to probably you are planning to reside on your personal for the primary time, perhaps you might be economic planning to have infants in the next few years or probably you might be beginning to explore the realm of investing.”

Capri launched in 2018 in new york city, the place Hartwig turned into attending faculty. Now that the app is preparing to launch, she wanted to convey the headquarters to Detroit, just a few miles from her hometown of Royal Oak. because the city continues to grow as a technology hub, she stated she feels Detroiters deserve monetary schooling.

“there’s a tangible feeling of a community-broad purpose of upward mobility for Detroit residents,” Hartwig noted. “it’s whatever thing that you just basically believe when you get here. and that is the reason really a stark contrast to a place like new york. The saying goes that it’s 8 million strangers. the feeling of Detroit is that this very real feeling of community the place everybody in all walks of business are trying to assist each and every other and help the group gain upward group.”

The business currently has four employees, a suite of advisers and the Capri Council, which is a group of girls in finance and entrepreneurship that reviewi the curriculum.

Cathy Lorenz of St. Clair Shores works with a lot of company owners as a CPA and partner at Cowen and enterprise, which is based in Cleveland. She pointed out when her purchasers go to school to profit skills a couple of ability, they don’t turn out to be taking business courses which creates an immense hole. Lorenz stated financial literacy substances like Capri may fill this gap for many.

“business house owners tend to be very knowledgeable about their alternate, whether they’re doctors or engineers or restaurant homeowners, however they discover a major lag of their commonplace enterprise advantage,” Lorenz stated. “We note that a great deal, where they don’t be aware of the primary aspect about the way to read their company’s financial plan or what goes into constructing their credit score and why is that crucial for them as a person or as a business owner.”

Lorenz noted there are many financial linked fundamentals that young people don’t get to be taught, like the way to write a check or balance your checkbook, the way to have a funds and how to manipulate your assets and accounts.

“I’m an organization believer that individuals — especially young ladies, and that i believe we’re getting means more desirable than generations before us — should take possession and be responsible for their training and skills about things which are going to have an impact on them in their lives,” Lorenz noted. “Having something like this to help bridge that’s fantastic.”Coding package brings engineering courses to your domestic

STEMBoard, a corporation based in Washington, D.C., noticed that there become a gap in how students were learning about engineering throughout the pandemic, so it got down to create a coding kit known as LINGO to train engineering suggestions at home with palms-on gadget and video classes.

“The courses are all video,” stated CEO Aisha Bowe, 35, who’s an Ann Arbor native. “they’re on-line. they are self-paced. What i love about LINGO is it be not a toy, or not it’s a tool. Their content material is aligned to department of training countrywide studying requisites as a result of they partnered with D.C. desktop science academics.”

each and every package contains products that can also be found in a automobile, corresponding to a sensor, a micro-controller board, a breadboard, a resistor, wires, cables and a passive buzzer. The package allows you to build a prototype of the sensors on a vehicle that beep for those who’re too close to one other object.

The equipment can also be bought for $sixty nine.ninety nine on the STEMBoard via LINGO site. there is additionally an alternative to donate a equipment to one in every of two businesses: SMASH Academy, a STEM software for high faculty college students in Atlanta, and INTech Camp, a nonprofit in Charlotte, North Carolina, that encourages younger ladies to turn into attracted to know-how.

Bowe, who labored at NASA, grew up in Ann Arbor and attended each Washtenaw neighborhood faculty and the tuition of Michigan. She now lives in Washington.

“After spending six years at NASA, i was definitely impressed to no longer only have a company that become technically informed, however additionally gave returned to the group,” Bowe stated. “I think like groups find a way to make lengthy-time period societal affect, if they opt for, within the communities round them and even the nation. It changed into vital for me to have the ability to work on technical subjects that had been in reality cool, and also take a portion of that and invest it into some content material and curriculum.”

When STEMBoard all started, the enterprise hosted workshops and camps the place Bowe’s team would discuss careers in engineering. The camps began within the Bahamas, the place her father is from, and every workshop would have about 70 college students. at the conclusion of the camp, college students would have created a prototype, pitched a birth-up company and loved the conception of technology.

“This gentle bulb went off in my head that there is lots of people obtainable that would be engineers, scientists and technologists if they simply have been exposed to it early on,” Bowe said. “we now have some gaps in their educational system, and lots of it truly is around how they teach the subjects and what individuals get to construct hands-on in faculty.”

Bowe hopes to proceed inspiring the subsequent era, in particular younger americans of colour, to enter the engineering field. Bowe’s LINGO consumers encompass Microsoft, GE, historically Black faculties and Universities and middle faculties, and she or he is hoping to extend her partnerships to raise the tutorial support.

“I do believe that STEM is not only the longer term, however educating it in an engaging and immersive approach is a necessity to assisting people develop the abilities that they want in the future,” Bowe said.

©2021 the Detroit Free Press. allotted by means of Tribune content company, LLC.

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