“…In small companies, mentorship can be hard to come by and gaining the traits of a senior developer without that can take a long time. …”

“…Design, build, and secure scalable machine learning (ML) systems to solve real-world business problems with Python and AWS Purchase of the print or Kindle book includes a free PDF eBook Key Features Solve large-scale ML challenges in the cloud with several open-source and AWS tools and frameworks Apply risk management techniques in the ML life cycle and learn architecture patterns for solutions Understand the challenges and risks of implementing generative AI Book Description David Ping, Head of GenAI and ML Solution Architecture for global industries at AWS, provides expert insights and practical examples to help you become a proficient ML solutions architect, linking technical architecture to business-related skills. …”

“…These numbers are based on effectiveness data from a Swedish cohort study. Ethics1. NIPT is an ethically controversial technology. …”

“…We will introduce load simulations, ramping up users, and running Gatling from the command line with runtime parameters. Throughout the course, we will tackle challenges, refine our skills, and learn to monitor test executions with Gatling test result reports. …”

Tabla de Contenidos: “…Chapter 13: Time Series, Sequences, and Prediction with TensorFlow -- Understanding and applying learning rate schedulers -- In-built learning rate schedulers -- Custom learning rate scheduler -- CNNs for time series forecasting -- RNNs in time series forecasting -- LSTMs in time series forecasting -- CNN-LSTM architecture for time series forecasting -- Forecasting Apple stock price data -- Note from the author -- Questions -- References -- Index -- About Packt -- Other Books You May Enjoy…”

“…Every day, Raja gets emails from all over the world, thanking him for all that he teaches through his tutorial videos. …”

“…By identifying and capitalizing on job market trends, you will become indispensable in a world increasingly valuing CBDC expertise. …”

“…You will master the art of PDB creation, from establishing them from the seed and cloning them locally or remotely, even exploring the nuances of refreshable PDBs. …”

Tabla de Contenidos: “…-- cgroups -- Docker commands -- docker build -- docker run -- docker start -- docker stop -- docker ps -- docker login -- docker pull -- docker push -- docker image -- docker exec -- docker logs -- docker rm -- docker rmi -- docker network -- docker volume -- Dockerfile -- FROM -- COPY and ADD -- EXPOSE -- ENTRYPOINT and CMD -- RUN -- LABEL -- ENV and ARG -- VOLUME -- USER -- WORKDIR -- Docker image registries -- Docker networking -- None network -- Bridge mode -- Host mode -- Overlay -- Summary -- Chapter 9: A Deep Dive into Docker -- Docker advanced use cases -- Running public images…”

Tabla de Contenidos: “…Chapter 4: Design Principles for Secure Cloud Computing -- Security for IaaS, SaaS, and PaaS -- Security Considerations for Infrastructure as a Service (IaaS) -- Core Elements of Security for IaaS -- Security Considerations for Platform as a Service (PaaS) -- Core Elements of Security for PaaS -- Security Considerations for Software as a Service (SaaS) -- Core Elements of Security for SaaS -- Shared Responsibility Model for Cloud Service Models -- Review of Your Responsibilities -- Summary -- Exam Readiness Drill - Chapter Review Questions -- Chapter 5: How to Evaluate Your Cloud Service Provider -- Key Cloud Service Contractual Documents -- CSA -- The Customer Agreement -- The CSA from a CSP Perspective -- AUP -- The Purpose of an AUP -- The Importance of an AUP -- SLA -- The Purpose of an SLA -- The Key Characteristics of an SLA -- The Importance of an SLA -- Evaluation of the CSP Services -- Know Your Business Needs -- Assessing Security and Compliance -- Summary -- Exam Readiness Drill - Chapter Review Questions -- Chapter 6: Cloud Data Security Concepts and Architectures -- Structured and Unstructured Data -- Key Differences -- The Cloud Data Lifecycle -- Data Creation or Procurement -- Data Storage -- Data Usage -- Data Sharing -- Data Archiving -- Data Destruction -- Various Storage Types and Common Threats -- Object Storage -- File Storage -- Block Storage -- Prevalent Threats to Cloud Data -- Security Measures for Cloud Object Storage, File Storage, and Block Storage -- Data Classification and Discovery -- Recommended Data Classification Process -- Cloud Data Security Technologies and Common Strategies -- Encryption in Cloud Data Security -- IAM -- SIEM -- Firewall and Intrusion Detection Systems -- Data Loss Prevention Tools -- Critical Cloud Data Security Strategies -- Importance of a Cloud Security Policy…”

“…At the same time, the volume deals with the analysis and preservation of glass objects from a scientific and conservation perspective and with the presentation of baroque glass from a museum perspective. …”

Tabla de Contenidos: “…-- What we learned -- Random variables and probability distributions -- A new concept - random variables -- Summarizing probability distributions -- Continuous distributions -- Transforming and combining random variables -- Named distributions -- What we learned -- Sampling from distributions -- How datasets relate to random variables and probability distributions -- How big is the population from which a dataset is sampled? …”

“…Web scraping is the process of scraping websites and extracting desired data from them, and in this course, you will learn and master web scraping using Python and Scrapy with a step-by-step and in-depth guide. …”

“…When looking at the process of extending the practical phases within teachers’ training, the question of its impact on students’ professionalisation becomes increasingly important. The given study distances itself from normative positions promoting an unquestioned positive effect of these practical experiences. …”

“…We will start by going through a sample machine learning project from an idea to developing a final working model. …”

“…You will learn the common use of factories to separate code from its opposite and the alternative of inheritance using object composition and wrappers. …”

“…Ensure compliance across the top cloud players by diving into AWS, Azure, and GCP cloud auditing to minimize security risks Key Features Leverage best practices and emerging technologies to effectively audit a cloud environment Get better at auditing and unlock career opportunities in cloud audits and compliance Explore multiple assessments of various features in a cloud environment to see how it's done Book Description As more and more companies are moving to cloud and multi-cloud environments, being able to assess the compliance of these environments properly is becoming more important. But in this fast-moving domain, getting the most up-to-date information is a challenge--so where do you turn? …”

“…ACM Conferences…”

“…Examples in Go. about the author Mohamed Labouardy is the CTO and co-founder of Crew.work, a Jenkins contributor, and a DevSecOps evangelist. …”

“…Deep learning is quickly becoming essential knowledge for every software developer, and modern tools like Keras and TensorFlow put it within your reach--even if you have no background in mathematics or data science. …”