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Format | C5050-300 Course Contents | C5050-300 Course Outline | C5050-300 test
Syllabus | C5050-300 test
Exam Title :
IBM Certified Solution Advisor - DevOps V1
Exam ID :
Exam Duration :
Questions in test
Passing Score :
Official Training :
IBM Bluemix Garage Method - DevOps for cloud native architecture
Exam Center :
Real Questions :
Foundations of IBM DevOps Real Questions
VCE Practice Test :
IBM C5050-300 Certification VCE Practice Test
- Define DevOps
- Summarize different development approaches
- Explain and identify delivery pipelines
- Explain lean principles
- Explain DevOps practices
- Describe Collaborative Development
- Describe Continuous Integration
- Describe Continuous Delivery
- Describe Continuous Deployment
- Describe Continuous Availability / Service Management / Monitoring
- Describe Continuous Security / Security for DevOps
- Explain Shift-Left Test /Continuous Test
- Explain Shift Left Ops
- Explain Multi-speed IT
- Explain Continuous Feedback
- Explain the implications of the "12 Factor app" design principles for DevOps
- ITIL and DevOps
- Describe business and IT drivers of DevOps
- Explain the barriers to adoption of DevOps
- Explain how to build a roadmap for DevOps adoption
- Explain how to adopt DevOps in Multi-speed IT environment
- Explain other continuous improvement approaches
- Illustrate the cultural & organizational differences when transforming from traditional to DevOps processes
- Explain the benefits of Design Thinking for DevOps process adoption
IBM DevOps Reference Architecture & Methods
- Describe IBM DevOps Reference Architecture pattern
- Explain the IBM point of view on DevOps
- Explain DevOps for Microservices
- Explain DevOps for Cloud Native
- Explain DevOps for Cloud Ready
- Explain Cloud Service Management Operations
- Describe the IBM Bluemix Garage Method
- Define and identify the common components of a DevOps Tool chain
- Describe the key architectural decisions made to adopt DevOps
- Describe the concepts of Software Defined Environments
Open Standards, Open Source & Other Common Components of DevOps
- Identify tools for Build & Deploy
- Identify other common tools and their uses
- Describe common container technology
- Explain the applicability of open standards for DevOps
IBM Solution for DevOps
- Describe the IBM solutions for the THINK phase in DevOps
- Describe the IBM solutions for the CODE phase in DevOps
- Describe the IBM solutions for the DELIVER phase in DevOps
- Describe the IBM solutions for the RUN phase in DevOps
- Describe the IBM solutions for the MANAGE phase in DevOps
- Describe the IBM solutions for the LEARN phase in DevOps
- Describe the IBM solutions for the CULTURE phase in DevOps
- Describe the IBM solutions for Security in DevOps
- Describe the IBM solutions for transformation and connectivity in DevOps
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Researchers from IBM have added VanDEEPol — a hybrid AI model that can predict brain recreation and its structure from imaging facts. Imaging is nothing but capturing, manipulation, storage and reveal of images. X-rays, CT scans and MRIs are one of the vital examples of scientific imaging records. additionally, the newly added AI mannequin tremendously boosts predictive accuracy compared with the past strategies available, as per the research claims.
The aggregation of imaging information sets is a crucial step in establishing AI for radiology. Imaging information units are used to teach and/or check algorithms in numerous methods. for example, many information units used to instruct convolutional neural networks for graphic cognizance do contain heaps of pictures, youngsters smaller facts sets are appropriate for transfer studying, texture analysis, and other functions.
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Mapping mind activity is complex
There are billions of neurons that continuously interact internal their brains, covering every point, together with function, techniques and behaviour. one of the vital subtle innovations accessible at the present time help in mapping these intricate connections precisely. These encompass useful magnetic resonance imaging (fMRI) – which helps in mapping the neural pastime by means of mapping the exchange in blood circulation and calcium imaging (CaI) – which is used to track neurons’ pastime over time and help to dissect the feature of neuronal circuits.
Algorithmic models in line with these maps can describe the complete-brain activity and will deliver insights into how their brains work. These models might probably aid with the building of neurotechnological gadgets like brain-desktop interfaces. however, mind endeavor is extraordinarily complex and elaborate to mannequin, notably due to the following reasons:
at the beginning, the neural endeavor internal their brains follows nonlinear dynamics. without problems put, the behaviour is unpredictable or counterintuitive but isn't random. The autoregressive fashions are for this reason of little value as they predict future states with the aid of assuming a linear relationship to the previous activities.
Secondly, commonplace nonlinear models, such as deep RNNs, identify the sequential nature of enter facts and use patterns to forecast future states, necessitating sizeable amounts of coaching data, which aren’t always accessible for mind imaging. Their outcomes can be elaborate to interpret.
The proposed model to overcome challenges
in line with the difficulties outlined above, researchers created VanDEEPol (van der Pol equations mixed with deep studying), a hybrid strategy to building an AI mannequin that combines nonlinear van der Pol (VDP) oscillators with an RNN without problems forecast mind exercise based on imaging data. VDP matches imaging data of a number of varieties and species precisely and can generalise to in the past unseen statistics. additionally, the VDP oscillators support establish anatomically primary interactions between mind areas, provide selected details into functional connectivity, and supply an enormous amount of simulated statistics to increase precise imaging data for training an RNN.
The group makes use of CaI records from Zebrafishes and singular value decomposition (SVD) analysis to check the exact six spatial and temporal accessories in an effort to extract meaningful suggestions from these statistics. Spatial components are the ones that characterize brain subsystems, while temporal components reflect changes in mind endeavor inside these subsystems.
mind pastime is generated by coupled dynamics of neurons and calcium. Neuron, which VDP-like equations can seize, and calcium dynamics within the mind are largely pushed by transmembrane voltage and voltage-elegant calcium channels. “We, hence, mannequin calcium dynamics in each SVD spatial part as a differential equation with a voltage-like variable (undertaking) and a recovery-like variable (excitability). because imaging records simplest contains information concerning the endeavor, they must estimate the excitability variable,” observed the research.
effects and the long run functions
The findings reveal that a VDP mannequin may also be healthy to multivariate mind imaging information with a high degree of accuracy and may predict time-series data with ample precision. VDP can even be used as an information augmentation generative model to enrich the predictive performance of deep RNNs.
The capacity of VDP to readily forecast future mind recreation in line with imaging facts should still aid physicians in diagnosing clinical circumstances and predicting disease development. It could also help researchers advance techniques that can deduce people’s intents from their mind signals, convert them into instructions, and ship the guidance to devices that may perform those intentions. moreover, such brain-laptop connections may be valuable in restoring characteristic that has been lost due to accident, incapacity, or aging.
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