The key objectives of this SAS Viya Platform Administration course are:

 

1. Understanding SAS Viya Architecture: Students learn about the architecture of SAS Viya, including its various components, their interactions, and their roles in the analytics ecosystem.

2. Deployment and Configuration: Students learn how to deploy SAS Viya components, configure them based on organizational requirements, and integrate them with existing IT infrastructure.

3. Security Management: Students understand security principles and best practices for SAS Viya, including user authentication, authorization, encryption, and data protection mechanisms.

4. Monitoring and Performance Optimization: Students learn how to monitor the health and performance of SAS Viya components using tools like SAS Environment Manager and optimize performance through configuration tuning and resource allocation.

5. Backup and Recovery: Students learn backup and recovery strategies for SAS Viya, including scheduling backups, testing recovery procedures, and maintaining disaster recovery plans to ensure data integrity and minimize downtime.

6. User Management and Support: Students learn how to manage user accounts, roles, and permissions within SAS Viya, as well as providing user support, troubleshooting common issues, and conducting training sessions for end-users.

7. Integration and Collaboration: Students learn how to integrate SAS Viya with other systems and tools within the organization's IT ecosystem, facilitating seamless data flow and collaboration between different platforms.

8. Patch Management and Upgrades: Students understand the importance of applying patches and updates to SAS Viya components regularly to address security vulnerabilities and enhance functionality, as well as planning and executing version upgrades.

9. Performance Tuning and Optimization: Students learn techniques for optimizing the performance of SAS Viya, including fine-tuning configurations, optimizing resource utilization, and troubleshooting performance bottlenecks.

10. Compliance and Governance: Students understand compliance requirements and governance principles relevant to SAS Viya, ensuring that the platform adheres to regulatory standards and organizational policies regarding data privacy, security, and governance.

 

The SAS Viya Platform Administration course aims to equip students with the knowledge and skills necessary to effectively manage, secure, and optimize SAS Viya environments, enabling organizations to derive maximum value from their analytics investments while ensuring data integrity, security, and compliance.

1. What is SAS Viya?

SAS Viya is a cloud-enabled, in-memory analytics engine offered by SAS Institute. It provides a scalable, distributed computing environment for performing advanced analytics, machine learning, and artificial intelligence tasks.

2. What are the key components of SAS Viya?

The key components of SAS Viya include:

• SAS Cloud Analytic Services (CAS)

• SAS Visual Analytics

• SAS Visual Statistics

• SAS Visual Data Mining and Machine Learning

• SAS Visual Text Analytics

• SAS Intelligent Decisioning

3. How does SAS Viya differ from traditional SAS software?

SAS Viya is designed to run in a distributed environment, utilizing cloud and in-memory computing capabilities, whereas traditional SAS software typically runs on a single server. SAS Viya also offers a more extensive range of analytics capabilities, including machine learning and deep learning algorithms.

4. Explain SAS Cloud Analytic Services (CAS).

SAS Cloud Analytic Services (CAS) is the heart of SAS Viya. It is an in-memory analytics engine that enables parallel and distributed processing of data and analytical tasks across multiple nodes in a cluster. CAS provides high-performance analytics for large-scale data sets.

5. What are the benefits of using CAS in SAS Viya?

The benefits of using CAS include:

• Scalability: CAS can efficiently handle large volumes of data by distributing computations across multiple nodes.

• Performance: CAS leverages in-memory processing and parallel computing for high-speed analytics.

• Flexibility: CAS supports a wide range of analytical tasks and algorithms, including machine learning and text analytics.

• Integration: CAS seamlessly integrates with other SAS Viya components and third-party tools.

6. How does CAS handle data storage and processing?

CAS stores data in memory across multiple nodes in a distributed environment. Data is partitioned and distributed across the nodes for parallel processing. CAS also supports lazy loading, where data is loaded into memory only when needed for analysis, reducing memory usage and improving performance.

7. What is SAS Visual Analytics, and how does it complement SAS Viya?

SAS Visual Analytics is a data visualization and exploration tool that enables users to create interactive reports and dashboards from various data sources. It complements SAS Viya by providing a user-friendly interface for data exploration and discovery, allowing users to gain insights quickly from their data.

8. What are the key features of SAS Visual Analytics?

Key features of SAS Visual Analytics include:

• Drag-and-drop interface for creating reports and dashboards

• Advanced data visualization capabilities, including charts, graphs, and maps

• In-memory data processing for real-time analytics

• Self-service data exploration and discovery

• Integration with other SAS Viya components for advanced analytics

9. How does SAS Visual Statistics enhance analytical capabilities in SAS Viya?

SAS Visual Statistics extends the capabilities of SAS Viya by providing advanced statistical analysis tools in a visual interface. It enables users to perform tasks such as predictive modeling, clustering, and time series analysis without the need for coding, making analytics accessible to a broader audience.

10. Explain the concept of self-service analytics in SAS Viya.

Self-service analytics in SAS Viya refers to the ability of business users to access and analyze data without relying on IT or data scientists. With self-service analytics tools like SAS Visual Analytics and SAS Visual Statistics, users can explore data, create reports, and generate insights independently, empowering them to make data-driven decisions.

11. What is the role of SAS Visual Data Mining and Machine Learning in SAS Viya?

SAS Visual Data Mining and Machine Learning is a component of SAS Viya that provides a comprehensive set of machine learning algorithms for predictive modeling, classification, clustering, and text analysis. It enables users to build, train, and deploy machine learning models at scale, leveraging the power of distributed computing and in-memory processing.

12. How does SAS Visual Data Mining and Machine Learning support model deployment?

SAS Visual Data Mining and Machine Learning allows users to deploy machine learning models in various environments, including batch scoring, real-time scoring, and model deployment to edge devices. It provides APIs and integration capabilities for seamless deployment of models into production systems.

13. Explain the concept of model governance in SAS Viya.

Model governance in SAS Viya refers to the process of managing and controlling the lifecycle of analytical models, including development, validation, deployment, and monitoring. It involves establishing policies, procedures, and controls to ensure that models are developed and used effectively, ethically, and in compliance with regulations.

14. What are some best practices for model governance in SAS Viya?

Some best practices for model governance in SAS Viya include:

• Establishing clear roles and responsibilities for model development and management

• Documenting model development processes and assumptions

• Validating models using appropriate techniques and data

• Monitoring model performance and making adjustments as needed

• Ensuring transparency and accountability in model usage and decision-making

15. How does SAS Visual Text Analytics enable organizations to analyze unstructured text data?

SAS Visual Text Analytics is a component of SAS Viya that provides natural language processing (NLP) capabilities for analyzing unstructured text data. It enables organizations to extract insights, sentiment, and patterns from text data sources such as social media, customer feedback, and documents, using techniques such as text mining, entity extraction, and sentiment analysis.

16. Explain the concept of sentiment analysis in SAS Visual Text Analytics.

Sentiment analysis in SAS Visual Text Analytics refers to the process of identifying and categorizing the sentiment or opinion expressed in text data. It enables organizations to understand the attitudes, emotions, and opinions of customers, employees, or stakeholders towards specific topics, products, or services, based on the analysis of text data.

17. What is SAS Intelligent Decisioning, and how does it support decision management in SAS Viya?

SAS Intelligent Decisioning is a component of SAS Viya that provides capabilities for building, managing, and deploying decision models and business rules. It enables organizations to automate and optimize decision-making processes across various domains, such as marketing, risk management, and fraud detection, by leveraging analytics and real-time data.

18. How does SAS Intelligent Decisioning integrate with other components of SAS Viya?

SAS Intelligent Decisioning integrates with other components of SAS Viya, such as SAS Visual Analytics and SAS Visual Data Mining and Machine Learning, to leverage analytical insights and data for decision-making. It also provides APIs and integration capabilities for seamless integration with external systems and applications.

19. What are the advantages of using SAS Viya in a cloud environment?

Some advantages of using SAS Viya in a cloud environment include:

• Scalability: Cloud environments offer scalability to handle large volumes of data and users.

• Flexibility: Cloud deployments allow organizations to scale resources up or down based on demand.

• Accessibility: Cloud-based solutions enable remote access to analytics tools and data from anywhere.

• Cost-effectiveness: Cloud deployments often reduce infrastructure and maintenance costs compared to on-premises solutions.

20. How does SAS Viya ensure data security and compliance in a cloud environment?

SAS Viya provides various security features and controls to ensure data security and compliance in a cloud environment, including:

• Role-based access control (RBAC) to manage user permissions and access to data and resources.

• Encryption of data in transit and at rest to protect sensitive information.

• Audit logging and monitoring to track user activities and detect security incidents.

• Compliance with industry standards and regulations, such as GDPR and HIPAA, through built-in security controls and certifications.

21. What is the role of administrators in managing SAS Viya deployments?

Administrators play a crucial role in managing SAS Viya deployments, including:

• Installing, configuring, and maintaining SAS Viya software and infrastructure.

• Managing user accounts, permissions, and security settings.

• Monitoring system performance and troubleshooting issues.

• Upgrading and patching SAS Viya software to ensure compatibility and security.

• Implementing backup and disaster recovery strategies to protect data and ensure business continuity.

22. How does SAS Viya support integration with third-party tools and systems?

SAS Viya provides APIs, SDKs, and integration capabilities to support seamless integration with third-party tools and systems. It allows organizations to exchange data, invoke analytical models, and embed analytics into external applications and workflows, enabling a unified analytics ecosystem.

23. What is the role of modelOps in SAS Viya?

ModelOps, short for model operations, refers to the process of managing, deploying, and monitoring analytical models in production environments. In SAS Viya, ModelOps encompasses activities such as model deployment, monitoring model performance, and retraining models to ensure that they remain accurate and effective over time.

24. How does SAS Viya support ModelOps?

SAS Viya provides tools and capabilities to support ModelOps, including:

• Model deployment: SAS Viya enables users to deploy analytical models into production environments seamlessly.

• Model monitoring: SAS Viya allows users to monitor the performance of deployed models in real-time and detect drift or degradation in model accuracy.

• Model retraining: SAS Viya provides capabilities for retraining models using updated data to ensure that they remain accurate and relevant over time.

• Model governance: SAS Viya supports governance processes for managing the lifecycle of models, including versioning, validation, and documentation.

25. What are some common challenges organizations may face when implementing SAS Viya?

Some common challenges organizations may face when implementing SAS Viya include:

• Data integration: Integrating data from various sources into SAS Viya may require addressing data quality issues and ensuring compatibility with different data formats.

• Skills gap: Organizations may need to invest in training and development to build expertise in SAS Viya and related technologies among their workforce.

• Change management: Adopting SAS Viya may require cultural and organizational changes to promote data-driven decision-making and collaboration across departments.

• Scalability: Ensuring that SAS Viya can scale to meet the growing demands of the organization's analytics workload may require careful planning and resource allocation.

• Security and compliance: Organizations need to implement robust security controls and compliance measures to protect sensitive data and ensure regulatory compliance when using SAS Viya.

26. What are the deployment options available for SAS Viya?

SAS Viya can be deployed in various environments, including:

• On-premises: Organizations can deploy SAS Viya on their own infrastructure, such as servers and data centers, for full control over security and customization.

• Public cloud: SAS Viya can be deployed on public cloud platforms, such as AWS, Azure, and Google Cloud, for scalability, flexibility, and cost-effectiveness.

• Hybrid cloud: Organizations can deploy SAS Viya in a hybrid cloud environment, combining on-premises and public cloud infrastructure, to leverage the benefits of both deployment models.

27. What factors should organizations consider when choosing a deployment option for SAS Viya?

Organizations should consider several factors when choosing a deployment option for SAS Viya, including:

• Security requirements: Organizations with strict security requirements may prefer an on-premises deployment to maintain control over data and infrastructure.

• Scalability needs: Organizations with fluctuating workloads or growth plans may benefit from the scalability and flexibility of a public cloud deployment.

• Cost considerations: Organizations should evaluate the total cost of ownership (TCO) of different deployment options, including infrastructure, licensing, and maintenance costs.

• Integration capabilities: Organizations should assess the integration capabilities of each deployment option to ensure compatibility with existing systems and workflows.

• Regulatory compliance: Organizations operating in regulated industries may need to consider regulatory requirements and compliance when choosing a deployment option for SAS Viya.

28. What are the advantages of using SAS Viya for data preparation and data wrangling?

SAS Viya offers several advantages for data preparation and data wrangling, including:

• Visual interface: SAS Viya provides a user-friendly, drag-and-drop interface for data preparation tasks, making it easy for business users to clean, transform, and enrich data without coding.

• Scalability: SAS Viya leverages distributed computing and in-memory processing to handle large volumes of data efficiently, enabling faster data preparation and analysis.

• Collaboration: SAS Viya supports collaborative data preparation workflows, allowing multiple users to work on the same data set simultaneously and share insights.

• Integration: SAS Viya integrates with various data sources and formats, enabling organizations to ingest and prepare data from diverse sources, including relational databases, Hadoop, and cloud storage.

29. How does SAS Viya support real-time analytics and decision-making?

SAS Viya provides capabilities for real-time analytics and decision-making through features such as:

• In-memory processing: SAS Viya leverages in-memory computing to analyze data in real-time, enabling organizations to perform complex analytics on streaming data.

• Event stream processing: SAS Viya supports event stream processing, allowing organizations to capture, process, and analyze streaming data from various sources, such as sensors, IoT devices, and social media.

• Real-time scoring: SAS Viya enables organizations to deploy analytical models for real-time scoring, allowing them to make predictions and decisions instantly based on incoming data.

• Integration with streaming platforms: SAS Viya integrates with streaming platforms such as Apache Kafka and Apache Flink, enabling seamless integration with real-time data pipelines and analytics workflows.

30. What is the role of automation in SAS Viya, and how does it benefit organizations?

Automation plays a crucial role in SAS Viya by streamlining and accelerating various tasks and processes, including:

• Data preparation: SAS Viya automates data preparation tasks such as cleansing, profiling, and transforming data, reducing manual effort and errors.

• Model development: SAS Viya automates model development tasks such as feature selection, parameter tuning, and model evaluation, enabling organizations to build accurate and scalable predictive models more efficiently.

• Deployment and monitoring: SAS Viya automates the deployment and monitoring of analytical models in production environments, ensuring that models remain accurate and effective over time.

• Decision management: SAS Viya automates decision-making processes by deploying decision models and business rules in real-time, enabling organizations to automate and optimize decision-making across various domains.

Q1. What are the payment options?
A1. We have multiple payment options: 1) Book your course on our webiste by clicking on Buy this course button on top right of this course page 2) Pay via Invoice using any credit or debit card 3) Pay to our UK or India bank account 4) If your HR or employer is making the payment, then we can send them an invoice to pay.

Q2. Will I get certificate?
A2. Yes, you will receive course completion certificate from Uplatz confirming that you have completed this course with Uplatz. Once you complete your learning please submit this for to request for your certificate https://training.uplatz.com/certificate-request.php

Q3. How long is the course access?
A3. All our video courses comes with lifetime access. Once you purchase a video course with Uplatz you have lifetime access to the course i.e. forever. You can access your course any time via our website and/or mobile app and learn at your own convenience.

Q4. Are the videos downloadable?
A4. Video courses cannot be downloaded, but you have lifetime access to any video course you purchase on our website. You will be able to play the videos on our our website and mobile app.

Q5. Do you take exam? Do I need to pass exam? How to book exam?
A5. We do not take exam as part of the our training programs whether it is video course or live online class. These courses are professional courses and are offered to upskill and move on in the career ladder. However if there is an associated exam to the subject you are learning with us then you need to contact the relevant examination authority for booking your exam.

Q6. Can I get study material with the course?
A6. The study material might or might not be available for this course. Please note that though we strive to provide you the best materials but we cannot guarantee the exact study material that is mentioned anywhere within the lecture videos. Please submit study material request using the form https://training.uplatz.com/study-material-request.php

Q7. What is your refund policy?
A7. Please refer to our Refund policy mentioned on our website, here is the link to Uplatz refund policy https://training.uplatz.com/refund-and-cancellation-policy.php

Q8. Do you provide any discounts?
A8. We run promotions and discounts from time to time, we suggest you to register on our website so you can receive our emails related to promotions and offers.

Q9. What are overview courses?
A9. Overview courses are 1-2 hours short to help you decide if you want to go for the full course on that particular subject. Uplatz overview courses are either free or minimally charged such as GBP 1 / USD 2 / EUR 2 / INR 100

Q10. What are individual courses?
A10. Individual courses are simply our video courses available on Uplatz website and app across more than 300 technologies. Each course varies in duration from 5 hours uptop 150 hours. Check all our courses here https://training.uplatz.com/online-it-courses.php?search=individual

Q11. What are bundle courses?
A11. Bundle courses offered by Uplatz are combo of 2 or more video courses. We have Bundle up the similar technologies together in Bundles so offer you better value in pricing and give you an enhaced learning experience. Check all Bundle courses here https://training.uplatz.com/online-it-courses.php?search=bundle

Q12. What are Career Path programs?
A12. Career Path programs are our comprehensive learning package of video course. These are combined in a way by keeping in mind the career you would like to aim after doing career path program. Career path programs ranges from 100 hours to 600 hours and covers wide variety of courses for you to become an expert on those technologies. Check all Career Path Programs here https://training.uplatz.com/online-it-courses.php?career_path_courses=done

Q13. What are Learning Path programs?
A13. Learning Path programs are dedicated courses designed by SAP professionals to start and enhance their career in an SAP domain. It covers from basic to advance level of all courses across each business function. These programs are available across SAP finance, SAP Logistics, SAP HR, SAP succcessfactors, SAP Technical, SAP Sales, SAP S/4HANA and many more Check all Learning path here https://training.uplatz.com/online-it-courses.php?learning_path_courses=done

Q14. What are Premium Career tracks?
A14. Premium Career tracks are programs consisting of video courses that lead to skills required by C-suite executives such as CEO, CTO, CFO, and so on. These programs will help you gain knowledge and acumen to become a senior management executive.

Q15. How unlimited subscription works?
A15. Uplatz offers 2 types of unlimited subscription, Monthly and Yearly. Our monthly subscription give you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews each month. Minimum committment is for 1 year, you can cancel anytime after 1 year of enrolment. Our yearly subscription gives you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews every year. Minimum committment is for 1 year, you can cancel the plan anytime after 1 year. Check our monthly and yearly subscription here https://training.uplatz.com/online-it-courses.php?search=subscription

Q16. Do you provide software access with video course?
A16. Software access can be purchased seperately at an additional cost. The cost varies from course to course but is generally in between GBP 20 to GBP 40 per month.

Q17. Does your course guarantee a job?
A17. Our course is designed to provide you with a solid foundation in the subject and equip you with valuable skills. While the course is a significant step toward your career goals, its important to note that the job market can vary, and some positions might require additional certifications or experience. Remember that the job landscape is constantly evolving. We encourage you to continue learning and stay updated on industry trends even after completing the course. Many successful professionals combine formal education with ongoing self-improvement to excel in their careers. We are here to support you in your journey!

Q18. Do you provide placement services?
A18. While our course is designed to provide you with a comprehensive understanding of the subject, we currently do not offer placement services as part of the course package. Our main focus is on delivering high-quality education and equipping you with essential skills in this field. However, we understand that finding job opportunities is a crucial aspect of your career journey. We recommend exploring various avenues to enhance your job search:
a) Career Counseling: Seek guidance from career counselors who can provide personalized advice and help you tailor your job search strategy.
b) Networking: Attend industry events, workshops, and conferences to build connections with professionals in your field. Networking can often lead to job referrals and valuable insights.
c) Online Professional Network: Leverage platforms like LinkedIn, a reputable online professional network, to explore job opportunities that resonate with your skills and interests.
d) Online Job Platforms: Investigate prominent online job platforms in your region and submit applications for suitable positions considering both your prior experience and the newly acquired knowledge. e.g in UK the major job platforms are Reed, Indeed, CV library, Total Jobs, Linkedin.
While we may not offer placement services, we are here to support you in other ways. If you have any questions about the industry, job search strategies, or interview preparation, please dont hesitate to reach out. Remember that taking an active role in your job search process can lead to valuable experiences and opportunities.

Q19. How do I enrol in Uplatz video courses?
A19. To enroll, click on "Buy This Course," You will see this option at the top of the page.
a) Choose your payment method.
b) Stripe for any Credit or debit card from anywhere in the world.
c) PayPal for payments via PayPal account.
d) Choose PayUmoney if you are based in India.
e) Start learning: After payment, your course will be added to your profile in the student dashboard under "Video Courses".

Q20. How do I access my course after payment?
A20. Once you have made the payment on our website, you can access your course by clicking on the "My Courses" option in the main menu or by navigating to your profile, then the student dashboard, and finally selecting "Video Courses".

Q21. Can I get help from a tutor if I have doubts while learning from a video course?
A21. Tutor support is not available for our video course. If you believe you require assistance from a tutor, we recommend considering our live class option. Please contact our team for the most up-to-date availability. The pricing for live classes typically begins at USD 999 and may vary.