“…Many of these services are unfamiliar to enterprise architects, but they are enterprise tested and can radically simplify any serverless transition. …”

“…You're a data scientist, machine learning engineer, machine learning architect, leader, or practitioner who designs, develops, and deploys machine learning systems. …”

“…Recommended for all developers and software architects looking to jump into the microservices world. …”

“…Recommended follow-up: Read The Staff Engineer's Path (early release book) Read Software Engineering at Google (book) Listen to The Manager's Path (audiobook) Read Mentoring (book) Take From Developer to Software Architect (live online training course with Nathaniel Schutta) Take Fundamentals of Software Engineering in 3 Weeks (live online training course with Nathaniel Schutta) Take Hands-On Software Design (live online training course with Venkat Subramaniam) Take Introduction to Critical Thinking (live online training course with Connie Missimer)…”

“…You're a data or software engineer or solution architect interested in learning about the latest trends in storing, processing, and managing data. …”

“…Recommended follow-up: Read The Staff Engineer's Path (book) Read Software Engineering at Google (book) Listen to The Manager's Path (audiobook) Read Mentoring (book) Take From Developer to Software Architect (live online training course with Nathaniel Schutta) Take Fundamentals of Software Engineering in 3 Weeks (live online training course with Nathaniel Schutta) Take Hands-On Software Design (live online training course with Venkat Subramaniam) Take Introduction to Critical Thinking (live online training course with Connie Missimer) Please note that slides or supplemental materials are not available for download from this recording. …”

“…Recommended follow-up Getting Started with Blockchain and Cryptocurrency (video course) Practical Blockchain and Cryptocurrency (video course) Understanding Crypto Currencies, Bitcoins, and Blockchains (video course) Blockchain Applications and Smart Contracts: Developing with Ethereum and Solidity (video course) Certified Blockchain Developer--Hyperledger Fabric (CBDH) (video course) Introduction to Blockchain for Azure Developers: Understanding the Basic Foundations of Blockchain (video course) Architecting Blockchain Solutions (video course) Introduction to Blockchain Applications (video course) Introduction to Blockchain Technology (video course) Meet the Expert: Blockchain Best Practices with John Hargrave and Evan Karnoupakis (video interview) Bitcoin, the Blockchain, and Their Potential to Change Our World (video course) Complete Cryptocurrency & Blockchain Course Learn Solidity (video course) Solidity Smart Contracts: Build DApps in Ethereum Blockchain (video course) Blockchain in Swift: Decentralized iOS Programming (video course) Ethereum Fundamentals (video course) Blockchain and Regulation: Privacy, Laws, Taxation and More (video course) Create Your First DApp on Ethereum - A Concise Tutorial (video course)…”

“…You're a data or software engineer or solution architect interested in learning about the latest trends in moving, processing, and transforming data. …”

“…You're a data scientist, machine learning engineer, machine learning architect, leader, or practitioner who designs, develops, and deploys machine learning systems. …”

“…You're a software developer, architect, administrator, or manager. You work with companies interested in (or already using) Microsoft Azure. …”

“…Painters were using the principles of perspective rediscovered in the Ancient Greek treatises, and the innovations of an architect like Brunelleschi or a goldsmith like Ghiberti, to convey space and depth. …”
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“…Domain 1: Data Engineering 1.0 course intro 1.1 technology prerequisite 1.2 sagemaker studio lab 1.3 learn aws cloudshell 1.4 cloud developer workspace advantage 1.5 prototyping ai apis aws cloudshell bash 1.6 cloud9 with codewhisperer 1.7 domain one intro 1.8 data storage 1.9 determine storage medium 1.10 using s3 demo 1.11 job styles batch vs streaming 1.12 data ingestion pipelines 1.13 aws batch demo 1.14 step function demo Domain 2: Exploratory Data Analysis 2.0 domain intro Sanitize and prepare data for modeling 2.1 cleanup data 2.2 scaling data 2.3 labeling data 2.4 mechanical turk labeling Perform feature engineering 2.5 identify extract features 2.6 feature engineering concepts Analyze and visualize data for machine learning 2.7 graphing data 2.9 clustering Conclusion 2.10 conclusion Domain 3: Modeling 3.0 domain intro Frame business problems as machine learning problems 3.1 when to use ml 3.2 supervised vs unsupervized 3.3 selection right ml solution Select the appropriate model(s) for a given machine learning problem 3.4 select models 3.5 sagemaker canvas demo Train machine learning models 3.6 train test split 3.7 optimization 3.8 compute choice Perform hyperparameter optimization 3.14 neural network architecture Evaluate machine learning models 3.18 overfitting vs underfitting 3.19 selecting metrics 3.22 compare models experiment tracking Conclusion 3.23 Conclusion Domain 4: Machine Learning Implementation and Operations 4.0 course intro Build machine learning solutions for performance, availability, scalability, resiliency, and fault 4.1 logging monitoring 4.2 multiple regions 4.3 reproducible workflow 4.4 aws flavored devops Recommend and implement the appropriate machine learning services and features for a given 4.5 provisioning ec2 4.5 compute choices 4.6 provisioning ebs 4.7 aws ai ml services Apply basic AWS security practices to machine learning solutions. 4.9 plp aws lambda 4.10 integrated security Deploy and operationalize machine learning solutions 4.13 sagemaker workflow 4.14 doing predictions with sagemaker canvas 4.16 retrain models Conclusion 5.0 course conclusion Topics Covered Include: Domain 1: Data Engineering Domain 2: Exploratory Data Analysis Domain 3: Modeling Domain 4: Machine Learning Implementation and Operations Additional Popular Resources Pytest Master Class AWS Solutions Architect Professional Course Github Actions and GitOps in One Hour Video Course Jenkins CI/CD and Github in One Hour Video Course AWS Certified Cloud Practitioner Video Course Advanced Testing with Pytest Video Course AWS Solutions Architect Certification In ONE HOUR Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps Learn Docker containers in One Hour Video Course Introduction to MLOps Walkthrough AZ 900 (Azure Fundamentals) Quick reference guide 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda Learn GCP Cloud Functions in One Hour Video Course Python Devops in TWO HOURS! …”

“…Ce projet utopique, confié à un urbaniste, Lucio Costa, et un architecte, Oscar Niemeyer, résiste au temps car, près d’un demi-siècle après sa fondation, la ville jouit toujours d’une aura puissante. …”

“…En donnant la parole aux divers protagonistes du chantier, maître d'ouvrage et architectes, conservateurs et archéologues, cet ouvrage est plus qu'une publication scientifique classique. …”

“…On avait tout lieu de penser que les architectes de l’Ostpolitik avaient échoué. Malgré quelques ouvertures, un renforcement des relations commerciales, de nouvelles facilités pour des échanges et des rencontres entre Allemands de l’Ouest et de l’Est, le rideau de fer paraissait immuable et l’unification tributaire d’un processus dont la durée était imprévisible. …”

“…L’étude des vestiges est étayée par une analyse métrologique, menée par un architecte archéologue, qui a notamment permis la restitution des élévations régies par l’ordre toscan. …”

“…For this, sociologists, lawyers, social workers, architects and historians complement their knowledge with the aim of understanding the urban dynamics of Bariloche in an...…”

“…An experienced system/cloud architect, he leads Digital’s DevOps practice, microservices architecture, and numerous cloud platforms investments…”

“…Technical decision-makers will discover powerful emerging solutions for their specific needs. Architects will find essential recommendations, interdependencies, and caveats for planning deployments. …”

“…Two of Microsoft's leading cloud security experts show how to: Implement a comprehensive new security paradigm designed specifically for cloud and hybrid environments Gain visibility and control to secure all key workloads Incorporate Azure Security Center into your security operations center, and integrate Azure AD Identity Protection Center and third-party solutions Adapt Azure Security Center's built-in policies and definitions for your organization Perform security assessments, and implement Azure Security Center recommendations fast with single-click remediation Use incident response features to detect, investigate, and address threats Create high-fidelity fusion alerts to focus attention on your most urgent security issues Implement application whitelisting and just-in-time VM access Assess IoT device security with the Azure IoT Hub managed service Monitor user behavior and access, and investigate compromised or misused credentials Integrate Microsoft's new Azure Sentinel Security Information and Event Management (SIEM) platform Customize and perform operating system security baseline assessments About This Book For cloud architects, designers, implementers, operations professionals, and security specialists working in Microsoft Azure cloud or hybrid environments For all IT professionals and decision-makers concerned with the security of Azure environments…”