High Availability cluster with PROXMOX and CEPH

Network Management is a part of Operations Support Systems, or O S S, that is used to monitor, measure and optimize the performance of a telecom network. It involves activities like: Monitoring devices in the network Provisioning of services Diagnosing networking problems Planning for optimum network performance Detecting security breaches Assessing the impact of planned network maintenance ITU-T defined Telecom Management Network model (TMN) as a protocol for management of open-systems in any telecom network. TMN is a support network that interfaces the telecom networks, to provide means for transporting and processing operations, administration, maintenance, provisioning and management information. It basically provides a framework, for achieving interconnectivity and communication across heterogeneous operation systems, and telecommunications networks. The course includes details on F CAPS which plays a key role in any telecommunication network. These management functions help in management of network, for deriving optimum performance. Shortly, F → Fault Management C → Configuration Management A → Accounting Management P → Performance Management S → Security Management The course includes Southbound and Northbound interfaces. The Southbound Interfaces, or SB eyes are those that help the Network Management Systems connect to the Network Elements, and manage them. Its main objective is to provide communication, and management between the network's SDN controller, and physical or virtual switches and routers. The Northbound Interfaces, or NB eyes are those that help the Network Management Systems, connect to OSS systems. They are used to enable Alarm, Performance, Inventory, Provisioning, Configuration, and Securi

THE OCP EXAM TOPICS COVERED IN THIS PRACTICE TEST INCLUDE THE FOLLOWING:Working with Streams and Lambda ExpressionsUse Java object and primitive Streams, including lambda expressions implementing functional interfaces, to supply, filter, map, consume, and sort data.Perform decomposition, concatenation, reduction, and grouping and partitioning on sequential and parallel streams.Packaging and Deploying Java Code and Use of the Java Platform Module SystemDefine modules and their dependencies, expose module content including for reflection.Define services, producers, and consumers.Compile Java code, produce modular and non-modular jars, runtime images, and implement migration using unnamed and automatic modules.Managing Concurrent Code ExecutionCreate worker threads using Runnable and Callable, manage the thread lifecycle, including automations provided by different Executor services and concurrent API.Develop thread-safe code using different locking mechanisms and concurrent API.Process Java collections concurrently, including the use of parallel streams.Using Java I/O APIRead and write console and file data using I/O Streams.Serialize and deserialize Java objects.Create, traverse, read, and write Path objects and their properties using java.nio.file API.Accessing Databases Using JDBCCreate connections, create and execute basic, prepared, and callable statements.Process query results and control transactions using JDBC API.

** Mike's courses are popular with many of our clients." Josh Gordon, Developer Advocate, Google **Great course to see the impacts of model inputs, such as the quantity of epochs, batch size, hidden layers, and nodes, on the accuracy of the results. - KevinBest course on neural network tuning I've taken thus far. -Jazon SamillanoVery nice explanation. - MohammadWelcome to Performance Tuning Deep Learning Models Master Class.Deep learning neural networks have become easy to create. However, tuning these models for maximum performance remains something of a challenge for most modelers. This course will teach you how to get results as a machine learning practitioner. This is a step-by-step course in getting the most out of deep learning models on your own predictive modeling projects. My name is Mike West and I'm a machine learning engineer in the applied space. I've worked or consulted with over 50 companies and just finished a project with Microsoft. I've published over 50 courses and this is 53 on Udemy. If you're interested in learning what the real-world is really like then you're in good hands.This course was designed around three main activities for getting better results with deep learning models: better or faster learning, better generalization to new data, and better predictions when using final models.Who is this course for? This course is for developers, machine learning engineers and data scientists that want to enhance the performance of their deep learning models. This is an intermediate level to advanced level course. It's highly recommended the learner be proficient with Python, Keras and machine learning. What are you going to Learn? An introduction to the problem of overfitting and a tour of regularization techniquesAccelerate learning through better configure

Welcome to SecureTech Solutions’ 10-Week GRC Internship Experience! This skillternship provides an in-depth, hands-on journey into Governance, Risk, and Compliance (GRC) within cybersecurity, structured as a guided internship at SecureTech Solutions. Throughout these 10 weeks, participants will develop essential skills and practical knowledge that align with the day-to-day responsibilities of GRC professionals in the field.During this program, you’ll be “on the job” at SecureTech Solutions, where you will:• Learn and apply key cybersecurity frameworks such as ISO 27001, NIST, PCI DSS, and HIPAA, which are foundational to regulatory compliance.• Work within SecureTech’s GRC team, developing governance structures and creating and updating policies that align with industry standards.• Perform risk assessments on SecureTech’s operations, categorizing, scoring, and strategizing mitigations for risks such as data breaches, third-party risks, and regulatory compliance challenges.• Gain hands-on experience with industry tools like SAP GRC, HIPAA One, RSA Archer, and AuditBoard through guided exercises that reflect the tools’ real-world usage.Each week introduces tasks that build upon your previous knowledge and develop key competencies. Highlights include:• Reviewing and refining SecureTech’s GRC policies and frameworks to address new regulatory and operational challenges.• Conducting a risk assessment on a recent cybersecurity incident and preparing a risk mitigation plan for SecureTech’s leadership.• Drafting and submitting GRC documents for review, from governance charters to data protection policies, as you progress through real-world-inspired scenarios.• Preparing and presenting a final capstone project to SecureTech’s leadership, where you’ll develop a comprehensive

NOTE: 70-532 exam is no longer available from Microsoft. This course was recorded in 2017 and 2018, and may be out of date in some parts. This course will not be updated. Complete preparation for 70-532 Azure Developer exam.Welcome to this course.Microsoft Azure is a skill in high demand in today's large business marketplace.If you're a developer, you know as well as I do that change is always happening. It's not possible for all of us to be up-to-date on every piece of new technology out there, but this is not one of those times. Cloud-hosting has changed the way all applications are developed—from websites, to web applications, to mobile apps, and traditional backend applications as well. The rapid adoption of the cloud has touched everything. The next time your resume is on someone's desk—be it a promotion at work or a new job opportunity—you cannot afford to have such an obvious gap in knowledge. Can you imagine being a front-end web developer today and not being able to talk about mobile-first or responsive design? Industry trends show that developing applications that have cloud-hosted components is becoming the in-demand skill of tomorrow. Having Azure skills on your resume will only help you get in front of more hiring managers, and land more jobs.This course goes through all of the requirements of the Microsoft exam 70-532 Developing Microsoft Azure Solutions exam. While other online resources cover bits and pieces of the topic, I can confidently say this course goes deep on everything you need to know for this exam. Multiple videos are devoted to each sub-objective, and this course also includes a full sample test so you can see how ready you are to take the real test.If you don't have much previous exposure to Azure, this course will cover each core section in detail. If you ARE already an expert at many Azure topics, you can easily skip the sections that you already know and focus on the sections that are new to you. This Azur

Learning Outcomes You Can Expect!This course is designed for professionals from varied industries to be able to:Advance in their careers with enhanced data visualization skills opening doors to promotions and new opportunities.Become a data storyteller who can weave complex data into compelling narratives. Your ability to present data visually will help you make a lasting impression in every presentation.Gain mastery in operating within the R Programming language environment.Develop the ability to master the following charts and plots that resonate with your audience:Bar chartPie chartStacked area chartLine chartHistogramScatter plotMosaic PlotScatter plot with a trendline (regression plot)Dendrogram plotBubble plotDistribution plotCorrelogram plotClustering plotEffectively display categorical data and highlight relationships between variables, making your visualizations both informative and visually appealing.Explore the potential of ggplot2 to create advanced and highly customizable data visualizations, including histograms, scatter plots, bar plots, box plots, and area charts.Dive into advanced visualization techniques such as creating time series heatmaps, a powerful tool for visualizing data trends over time, and employing clustering techniques like K-means to uncover patterns in your data.Build an Impressive Portfolio by putting your newfound skills to the test across the whole course. Apply your l