AI-900 Azure AI Fundamentals Exam Prep

Topic 1 Get started with artificial intelligence

• Get started with AI on Azure
• Introduction to Azure OpenAI Service

Topic 2 Explore visual tools for machine learning

• Use Automated Machine Learning in Azure Machine Learning
• Create a regression model with Azure Machine Learning designer
• Create a classification model with Azure Machine Learning designer
• Create a clustering model with Azure Machine Learning designer

Topic 3 Explore computer vision

• Analyze images with the Computer Vision service
• Classify images with the Custom Vision service
• Detect objects in images with the Custom Vision service
• Detect and analyze faces with the Face service
• Read text with the Computer Vision service
• Analyze receipts with the Form Recognizer service

Topic 4 Explore natural language processing

• Analyze text with the Language service
• Recognize and synthesize speech
• Translate text and speech
• Create a language model with Conversational Language Understanding
• Build a bot with the Language Service and Azure Bot Service

Topic 5 Explore decision support

• Introduction to Anomaly Detector

Topic 6 Explore knowledge mining

• Introduction to Azure Cognitive Search

Practice Exam

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Minimum Entry Requirement

Knowledge and Skills

• Able to operate using computer functions
• Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)

Attitude

• Positive Learning Attitude
• Enthusiastic Learner

Experience

• Minimum of 1 year of working experience.

Target Age Group: 18-65 years old

Minimum Software/Hardware Requirement

Software:

• Microsoft Azure Machine Learning account (https://azure.microsoft.com/en-us/services/machine-learning/)

Hardware: Window or Mac Laptops

• AI Developer
• Cloud Solutions Architect
• Data Scientist
• Machine Learning Engineer
• Azure AI Engineer
• Cloud Technical Specialist
• Data Analyst
• AI Solutions Architect
• Business Intelligence Developer
• IT Project Manager (focused on AI initiatives)
• DevOps Engineer (with AI integration)
• Software Developer (seeking AI capabilities)
• Technical Consultant (Azure-focused)
• Innovation Manager
• Cloud Product Manager

Dwight Nuwan Fonseka: Dwight Nuwan Fonseka is a ACLP certified trainer. He have a degree in Biotechnology from NUS, Advanced diploma in Pharmaceutical management from MDIS and Masters in Education from NTU. He have 8 years experience of teaching biology at O and A levels/ IB level in international schools in Singapore and overseas.

Sanjiv Venkatram: Sanjiv i is an ACTA certified experienced leader with a proven track record in business / finance consulting and in developing i) business intelligence (BI) solutions ii) data analytics/analysis solutions and iii) IOT lead BI solutions. Sanjiv's goal through Prudentia Consulting, is to promote the simple joy and excitement of actively using the Microsoft Platform. He believes that the agility afforded by the Microsoft platform helps businesses get time back for deeper business thinking and to spend more time with their end customers.

Sanjiv has rich experiences in diverse/complex high-tech businesses, turn around environments and strategic transformations. His functional expertise is in sales analytics, financial planning and analysis, engineering and program management. He has worked across discrete manufacturing, professional services and higher education verticals. He also has a working knowledge of equities portfolio management within the financial services domain.Sanjiv is the CEO of Prudentia Consulting, an organization committed to promoting the active usage of the Microsoft Platform. Prior to this, he has worked at Microsoft (US & APAC: 9.2 years), Cognizant Tech Solutions (3.3 years), Yazaki North America (8 years) and until recently at Oracle. Here are a few of his BI/analytics projects driven at scale: Built APAC wide BI dashboard using the Power BI umbrella tool set (Power BI online, Power BI desktop and Power Pivot) and a KPI lake (SQL DB), Helped develop key KPIs – identified key KPIs and helped land this in the DB, Developed a budget audit tool that captured budget inputs from a host of countries across the globe, Developed a business unit P&L reporting tool (functional architecture) in Business Objects for the world-wide financial planning and analysis team

Dr. Alfred Ang: Dr. Alfred Ang is ACE-certified developer, and ACTA-certified facilitator. As an experienced adult educator and lifelong learner, I am passionate about helping training providers, IHL, and CET centres develop high-quality Skills Framework-aligned WSQ and IBF curricula. At Tertiary Infotech Pte Ltd, I serve as the Founder, Managing Director and Chief Training Officer, overseeing a team of associate DACE/DDDPL certified curriculum developers and associate ACTA/ACLP facilitators who share my mission of upskilling people to stay relevant in today's rapidly changing world. In addition, I am GCWPL Certified Workplace Learning Consultant (from IAL), CAIEG Certified AI Ethics and Governance Professional (from NTU) , Microsoft Certified Power BI Data Analyst (PL-300), Power App Maker (PL-100), Data Scientist (DP-100) and AI Engineer Associate (AI-102).