Azure AI Fundamentals AI-900 Exam Preparation

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Azure AI Fundamentals AI-900 Exam Preparation: Azure AI 900 is an opportunity to demonstrate knowledge of common ML and AI workloads and how to implement them on Azure. This exam 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.

This Azure AI Fundamentals AI-900 Exam Preparation App provides Basics and Advanced Machine Learning Quizzes and Practice Exams on Azure, Azure Machine Learning Job Interviews Questions and Answers, Machine Learning Cheat Sheets.

Download Azure AI 900 on iOs

Download Azure AI 900 on Windows10/11

Azure AI Fundamentals Exam Prep

Azure AI Fundamentals AI-900 Exam Preparation App Features:

– Azure AI-900 Questions and Detailed Answers and References

– Machine Learning Basics Questions and Answers

– Machine Learning Advanced Questions and Answers

– NLP and Computer Vision Questions and Answers

– Scorecard

– Countdown timer

– Machine Learning Cheat Sheets

– Machine Learning Interview Questions and Answers

– Machine Learning Latest News

Azure AI Fundamentals AI-900 Exam Preparation
Azure AI 900 – Machine Learning

This Azure AI Fundamentals AI-900 Exam Prep App covers:

  • ML implementation and Operations,
  • Describe Artificial Intelligence 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,
  • QnA Maker service, Language Understanding service (LUIS), Speech service, Translator Text service, Form Recognizer service, Face service, Custom Vision service, Computer Vision service, facial detection, facial recognition, and facial analysis solutions, optical character recognition solutions, object detection solutions, image classification solutions, azure Machine Learning designer, automated ML UI, conversational AI workloads, anomaly detection workloads, forecasting workloads identify features of anomaly detection work, Kafka, SQl, NoSQL, Python, linear regression, logistic regression, Sampling, dataset, statistical interaction, selection bias, non-Gaussian distribution, bias-variance trade-off, Normal Distribution, correlation and covariance, Point Estimates and Confidence Interval, A/B Testing, p-value, statistical power of sensitivity, over-fitting and under-fitting, regularization, Law of Large Numbers, Confounding Variables, Survivorship Bias, univariate, bivariate and multivariate, Resampling, ROC curve, TF/IDF vectorization, Cluster Sampling, etc.
  • This App can help you:
  • – Identify features of common AI workloads
  • – identify prediction/forecasting workloads
  • – identify features of anomaly detection workloads
  • – identify computer vision workloads
  • – identify natural language processing or knowledge mining workloads
  • – identify conversational AI workloads
  • – Identify guiding principles for responsible AI
  • – describe considerations for fairness in an AI solution
  • – describe considerations for reliability and safety in an AI solution
  • – describe considerations for privacy and security in an AI solution
  • – describe considerations for inclusiveness in an AI solution
  • – describe considerations for transparency in an AI solution
  • – describe considerations for accountability in an AI solution
  • – Identify common types of computer vision solution:
  • – Identify Azure tools and services for computer vision tasks
  • – identify features and uses for key phrase extraction
  • – identify features and uses for entity recognition
  • – identify features and uses for sentiment analysis
  • – identify features and uses for language modeling
  • – identify features and uses for speech recognition and synthesis
  • – identify features and uses for translation
  • – identify capabilities of the Text Analytics service
  • – identify capabilities of the Language Understanding service (LUIS)
  • – etc.

Download Azure AI 900 on iOs

Download Azure AI 900 on Windows10/11

Azure AI Fundamentals Breaking News – Azure AI Fundamentals Certifications Testimonials

  • AZ900 or straight to AZ104?
    by /u/Admirable_Ice_9818 (Microsoft Azure) on February 9, 2025 at 12:04 pm

    So i've done MS102, SC300 and looking to go down the Azure route next as aware I need to get for knowledge in this area with more clients comibg over with cloud services. I've worked with Azure environments, VMs, VNets, AzureSQL, App containers a few years ago but more in the terms of basic management on them. Also done Azure files deployments but a while ago too. So trying to decide if I could skip AZ900 to save some revision time (as doing in own time) or if it might be beneficial to get started? submitted by /u/Admirable_Ice_9818 [link] [comments]

  • Understanding Architecture/ Process Flow for Deployment as Web App
    by /u/Longjumping_Job_4451 (Microsoft Azure) on February 9, 2025 at 11:29 am

    I am very new to docker and deployment. I am currently working on a chatbot based solution. We plan to deploy this as an Azure web app. Now consider this: There are 4 projects. And 5 ways of implementations (variants). So one project can have more than one way of implementation. And each such 'project x implementation' has been packaged separately using docker. In the UI, let us say the first screen lets the user choose a particular project. After choosing a project, the chatbot screen opens and there is another dropdown that lets them choose the implementation. Can someone help me with how the architecture for this will look like? And how each such 'project x implementation' will be called and how they will be present as containers and how the web app will look like? submitted by /u/Longjumping_Job_4451 [link] [comments]

  • Question on Azure SLA reference during the AZ-104 exam
    by /u/Ashrayle (Microsoft Azure Certifications) on February 9, 2025 at 11:03 am

    I understand we get access to Microsoft Learn during the exam but almost every SLA reference in Learn, certainly the stuff about VMs, references a Word document that seems to be hosted outside of Learn (and obvs requires Word to open it). Does anyone know if this is accessible during the exam? submitted by /u/Ashrayle [link] [comments]

  • Balancing Security and Cost
    by /u/SwedishITArchitect (Microsoft Azure) on February 9, 2025 at 10:04 am

    Howdy folks ! The past twelve months has in many instances been a tough one, especially when the cost cutting hits Azure. In my video I go through several options to secure your workload with visibility to the cost impact. 🎥 Watch the video here: https://youtu.be/4zCNRadksfI 🙋🏼‍♂️ Why did I make this video ? As an Azure architect, I've been under increasing pressure to reduce costs. One of my customers even felt that having six $8 Private Endpoints was too expensive. Ironically, the time spent debating the cost would probably pay for them several times over. If Private Endpoints spark this kind of discussion, just go with Service Endpoints instead. There are plenty of other cost concerns in the field. Application Gateway with WAF is pricey but often essential. Then there’s the infamous Service Bus, where using Private Endpoints forces you into the Premium Tier—$650/month just like that. Do you have any golden tips on handling these situations in the field ? submitted by /u/SwedishITArchitect [link] [comments]

  • How to update learn profile to include phone number?
    by /u/salt_grand_order (Microsoft Azure) on February 9, 2025 at 9:43 am

    I've registered for the AZ-900 exam and I was advised to sdd my phone number in my learn profile but I can't seem to find an option to add it though submitted by /u/salt_grand_order [link] [comments]

  • Cost-Effective Site-to-Site VPN for an Azure lab: Alternatives to Azure VPN Gateway
    by /u/ElectricalTruth966 (Microsoft Azure) on February 9, 2025 at 9:16 am

    Hey, I’ve got a dedicated homelab for my Azure projects where I test and learn new things. Right now, I need to set up a site-to-site VPN between my home network and Azure. The Azure VPN Gateway is nice, but it’s expensive to keep running 24/7 since I can’t just turn it off when I’m not using it. So, I was thinking—what are my alternatives? One idea I had was setting up pfSense in Azure as a replacement for the VPN Gateway. That way, I could turn it off when I don’t need it and save on costs. submitted by /u/ElectricalTruth966 [link] [comments]

  • 📢 Important Update: SC-400 Exam Retirement 📢
    by /u/Few-Engineering-4135 (Microsoft Azure Certifications) on February 9, 2025 at 8:10 am

    Attention all Microsoft 365 certification aspirants! The SC-400 exam (Administering Information Protection and Compliance in Microsoft 365) Certification, related exam, and renewal assessments will all be retired on May 31, 2025. If you're currently preparing for the SC-400 exam, make sure to take and pass it before the retirement date. If you're just starting, consider focusing on the new SC-401 exam (Administering Information Security in Microsoft 365), which will be available in beta from February 11, 2025, and generally available from April 2025. Stay ahead in the cybersecurity landscape by earning the new Microsoft Certified: Information Security Administrator certification! 🌐🔒 Source: Validate critical information security skills with our new Certification submitted by /u/Few-Engineering-4135 [link] [comments]

  • Thinking of hosting my blog on AKS
    by /u/cy-wiz (Microsoft Azure) on February 9, 2025 at 8:09 am

    I'm a developer and thinking of hosting my personal blog on AKS. I'm learning Azure AKS , found it interesting. Wanted to know if it will be cost effective (< 1000 requests/month) Any other alternatives in Azure/outside it which will be cost effective and allow better control over advertising and earning revenue. submitted by /u/cy-wiz [link] [comments]

  • 🚀 Earn the New Microsoft Certification SC-401 and Become Part of Your Team's Cybersecurity Solution! 🚀
    by /u/Few-Engineering-4135 (Microsoft Azure Certifications) on February 9, 2025 at 8:07 am

    New Exam Name: Exam SC-401: Administering Information Security in Microsoft 365 Certification Name: Microsoft Certified: Information Security Administrator Beta Live from: February 11, 2025 GA from: April 2025 The cybersecurity landscape is evolving faster than ever, and organizations of all sizes must stay ahead to protect their networks and safeguard data, systems, and digital assets. With the rise of AI and cloud computing, the battle between defenders and cyberattacks is intensifying. Business leaders are rethinking their digital defenses, focusing on data governance, and recognizing the critical importance of having a workforce skilled in maximizing technology's potential, protecting against cyber threats, and swiftly responding to security incidents. In this era of AI, possessing top-notch security skills is no longer optional—it's crucial. 💡 Leap and earn the new Microsoft Certification to be at the forefront of cybersecurity! 🌐🔒 submitted by /u/Few-Engineering-4135 [link] [comments]

  • Help With KQL Query
    by /u/vthokie70322 (Microsoft Azure) on February 9, 2025 at 3:35 am

    Ask for Query: Any email sent over 50 times with the same subject to an individual mailbox to be automatically sent to the junk folder for a specified amount of time. Exclude certain domains Defender Hunting Query for Custom Detection Response Semantic error Error message 'where' operator: Failed to resolve column or scalar expression named 'EventType' How to resolve Fix semantic errors in your query EmailEvents | where EventType == "Send" and RecipientEmailAddress != "" | summarize EmailCount = count() by SenderEmailAddress, bin(TimeGenerated, 24h) | where EmailCount >= 50 | project SenderEmailAddress, EmailCount, TimeGenerated | where RecipientEmail !in ("google.com", "msn.com") submitted by /u/vthokie70322 [link] [comments]

  • Cannot avail 50% discount on my az900
    by /u/This-Salt8610 (Microsoft Azure) on February 9, 2025 at 3:15 am

    I attended the training days on jan 12 and 13 , also received the confirmation mail about the discount. But today when I tried to schedule the exam, it ain't getting applied at the checkout.What to do? I attended the session using a gmail account and my mslearn account was signed in with my gmail and phone number. Does this cause the discount issue? I tried to signout from my mslearn account(phone number) and signin using the gmail, still ending up with the same account. submitted by /u/This-Salt8610 [link] [comments]

  • AVD: FSLogix breaks the start menu in a new Windows 11 24H2 installation in AVD
    by /u/42eclipse (Microsoft Azure) on February 9, 2025 at 12:38 am

    submitted by /u/42eclipse [link] [comments]

  • Azure 104 preparation buddy?
    by /u/Interesting-Show730 (Microsoft Azure Certifications) on February 9, 2025 at 12:35 am

    Hello I am preparing for azure 104 and wondering if any one using old traditional method- prepare with buddy? As we are all adults and not in any class room anymore which makes it little difficult to enthusiastic from time to time to prepare for exam. Anyone tried this method? This az 104 exam preparation looking very lengthy to me and is not ending lol. I want to pass this exam so I can move on to next subject. Gosh never believed that cert preparation will takes that much time. I am literally going in loop of preparation. submitted by /u/Interesting-Show730 [link] [comments]

  • When would you prefer to use Azure Elastic SAN instead of Managed Disks?
    by /u/Educational-Slip-578 (Microsoft Azure) on February 8, 2025 at 10:59 pm

    I am wondering when I would choose to use Elastic SAN if Managed disks are available. Am I missing any use cases? submitted by /u/Educational-Slip-578 [link] [comments]

  • Load Balancer Inbound NAT
    by /u/eugeniosity (Microsoft Azure) on February 8, 2025 at 6:13 pm

    I'm currently working on a project where I need access to a port on a VMSS behind a load balancer. Sounds simple, configuring inbound NAT rules on the Azure Load Balancer, but no. We've currently deployed Basic SKU LBs in front of the VMSS, where LB rules work fine, but Inbound NAT seems to be broken for some reason. I've tried connecting to the VMSS instances through the frontend port but it only returns timeouts. I tried to update Inbound NAT rules to V2 since I can't seem to set a target machine on the Inbound NAT configuration. Setting a backend pool with NAT rules V2 doesn't work either. Am I missing something here? submitted by /u/eugeniosity [link] [comments]

  • AZ-104: How do you study the SKUs for the exam?
    by /u/fetito666 (Microsoft Azure Certifications) on February 8, 2025 at 4:54 pm

    Hello! So I did all labs so far, read MSlearn and also did Scott Duffys course. Right now I am re organizing my personal notes. I want to create just a Word-file with the SKUs. I guess the best way is to just learn them like a vocabulary list. What do you think about the following approach? To each section I will add the corresponding table from the MS documentation: Compute SKUs B-Series (Burstable vCPUs): Ideal for workloads that do not run continuously. D-Series (General Purpose vCPUs): Balanced CPU and memory for most workloads. E-Series (Memory Optimized vCPUs): High memory-to-core ratio for memory-intensive applications. F-Series (Compute Optimized vCPUs): High CPU-to-memory ratio for compute-intensive applications. G-Series (High Performance vCPUs): High CPU and memory for the most demanding applications. H-Series (High Performance Compute vCPUs): High-performance compute instances for HPC applications. Ls-Series (Low-Priority vCPUs): Low-priority instances for batch jobs and other flexible workloads. P-Series (Flexible vCPUs): Flexible instances for workloads that require high performance and scalability. Standard-Series (General Purpose vCPUs): General-purpose instances for a variety of workloads. VM-Series (Virtual Machines): Security-focused VMs for running security appliances. Storage SKUs Premium SSD (Solid State Drive): High-performance SSDs for I/O-intensive applications. Standard SSD (Solid State Drive): General-purpose SSDs for most workloads. Standard HDD (Hard Disk Drive): Cost-effective storage for infrequently accessed data. Ultra Disk Storage: High-performance, low-latency disk storage for mission-critical workloads. Networking SKUs Azure Virtual Network (VNet): Provides a private network within Azure. Azure VPN Gateway: Establishes secure connections between Azure and on-premises networks. Azure ExpressRoute: Dedicated private connection between Azure and your data center. Azure Load Balancer: Distributes traffic across multiple VMs. Azure Application Gateway: Provides application-level routing and load balancing. Identity and Security SKUs Azure Active Directory (AAD): Provides identity and access management. Azure Key Vault: Safely stores and manages cryptographic keys, secrets, and certificates. Azure Security Center: Provides unified security management and advanced threat protection. Azure Monitor: Monitors the performance and health of your Azure resources. Governance SKUs Azure Policy: Ensures compliance with organizational standards and regulatory requirements. Azure Resource Manager (ARM): Provides a management layer for accessing and organizing resources in Azure. Azure Blueprints: Standardizes a repeatable set of Azure resources for common scenarios. Thank you! submitted by /u/fetito666 [link] [comments]

  • How much would it cost to rent a server per region to do 1000 traceroutes each?
    by /u/Blender-Fan (Microsoft Azure) on February 8, 2025 at 4:23 pm

    I wanna do this fun project where I map the web by having each IP be a node and each path be an edge of that graph. A Linux machine would run traceroutes to get the nodes and edges, but since I can only traceroute from my machine to another, I'd need many computers from different parts of the world Then they'd send the results back to me. I'd send each ip to an api that gives the geolocation of an IP addr. It would take a while, because rate limits. But it'd be cheap this way So to summarize, it'd be like 1000 traceroutes per machine, and then one api requests (to send me the data), per machine. I'd guess 20 machines submitted by /u/Blender-Fan [link] [comments]

  • What would be cheaper/better to start with?
    by /u/NickeManarin (Microsoft Azure) on February 8, 2025 at 3:19 pm

    I'm building a website for a software and I'll need this: App service (.NET API) Static website (Angular SPA) Cosmos DB (storing user accounts, subscriptions, app versions, etc.) File storage (expecting 250k downloads per month, 100MiB each download) CDN? (perhaps to offload the downloads) Code Signing (Trusted Signing Account, to sign the app .exe) SSL? For the website, domain already bought from namecheap Email provider? To send/receive emails under the same domain (support@contoso.com for example) I'm new to Azure and to backend development. Would it make sense to get a VM or create separate resources in Azure? I'm trying to not spend a lot of money, at least so that my project can pay for itself. submitted by /u/NickeManarin [link] [comments]

  • Course AI-900T00-A: Microsoft Azure AI Fundamentals
    by /u/Worldly_Concert_2898 (Microsoft Azure) on February 8, 2025 at 2:03 pm

    Hi, I am going through the learning path in Microsoft Learn regarding the Azure AI certification. The material is good, but do you have other resources to recommend to help prepare for the exam? submitted by /u/Worldly_Concert_2898 [link] [comments]

  • Rise in false alerts in Azure Monitor?
    by /u/No-Vast2633 (Microsoft Azure) on February 8, 2025 at 1:27 pm

    Anyone else experiencing a rise in false positive alerts in Azure Monitor this morning? I know there is an ongoing service issue impacting action groups, but I’m wondering if my issue is related to that service issue or something else entirely. submitted by /u/No-Vast2633 [link] [comments]

Download Azure AI 900 on iOs

Download Azure AI 900 on Windows10/11

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