Data Analytics: Overview and Career Scope in India | Sankhyana Consultancy Services

Data Analytics is the scientific process of transforming data into insight for making better decisions, offering new opportunities for a competitive advantage. It is used in all sectors to make strategic decisions and solve problems.

India’s data consumption is expected to grow at a compounded annual growth rate (CAGR) of about 72.6 percent to 10,96,58,793 million Megabytes by 2022. Both structured and unstructured data are being collected every day in a huge amount by the organizations. And it is impossible for human beings to find outcomes from these data without using the Data Analytics tool. Extensive use of Data Analytics in India ensures high employment and helps individuals to connect with the advanced technologies.

In India, so many start-ups are focusing their business on Data Analytics technologies. So many companies have shifted towards Data Analytics. SAS Data Analytics provides software to 96 of the top 100 companies on the Fortune Global 500. Data Analytics is used in all sectors in India. Some of the sectors are banking, healthcare, telecommunications, e-commerce, energy, fraud detection, sports, insurance, retail, etc.

Career opportunities and salary growth in Data Analytics With the rapid implementation of data analytics in critical business operations and decision making, there has been an incrementation in the demand data analytics professionals across different sectors. The market has a huge opportunity for those with a Data Analytics skill. And, due to high demand, the salary range for them is high. A skilled Data Analytics professional is one of the most sought-after professional career any one can opt for. The requirement for data analytics professionals is huge but the supply is less. According to the Team Lease staffing agency, by 2020 India will confront a demand-supply gap of 2,00,000 data analysts. This number increased by 62% compared to 2019. According to Glassdoor, Data scientists make an average of $116,100 per year. There are different types of roles available within the domain of data analytics. Some roles are Business Analyst, Data Analyst, Data Scientists, Data Engineer, SAS Consultant, SAS Programmer, Data Manager, etc.

How to start a career in Data Analytics? If you are ready to take the next step to boom your career in the Data Analytics field, then you have come to the right place. Sankhyana Consultancy Services is a SAS Authorized Training Partner, providing in-depth training on SAS modules. At Sankhayana, you will get trained from SAS Accredited trainers. You will learn the most valuable skill from the best sas training institute in Bangalore. With Sankhyana, you will get 9.4 software, digital badges (digitally engraved), free e-learning access, global sas certification, etc. You will learn the basic and advanced level of programming which will help you to Master Data Analytics.

For more information reach us at 8017768006, info@sankhayana.com. We are a premium Data Analytics (SAS Authorized Training Partner) in Bengaluru offering in-demanded classroom and live- web (Directly provided by SAS) training with 100% placement assistance. Now, we hope that you are aware of the scope of data analytics, Enroll with the best SAS training institute in Bangalore (Sankhayana Consultancy Services) and make your dream come true!!

SAS Tutorials for Beginners: All You Need to Know

In this blog, you will learn SAS from the basics. This SAS tutorial includes various aspects of SAS programming like data sets, data table, functions, write and submit SAS code, arrays, and use interactive features to quickly generate graphs and statistical analyses.

What is SAS?

SAS is one of the most popular tools for data analysis and statistical Modeling. It is one of the powerful software tools for data management, data collection, data extraction, data mining, data exploration, report writing, statistical analysis, business modeling, application development, and data warehousing, data integration, data visualization, building predictive models, etc. SAS is an asset in many job markets as it holds the largest market share in terms of jobs in the advanced analytics field.

Why SAS is popular in this data-driven world?

• SAS is the leader in the field of Analytics and the largest independent vendor in the BI (Business Intelligence) market.
• SAS provides software to 96 of the top 100 companies on the Global Fortune 500.
• In SAS software we can work on millions of different data to gain business insights.
• SAS is versatile with different types of input and output formats. 
• SAS can read files created by statistical packages. SAS sanctions Minitab, Stata, SPS, Excel and other data files to include directly in the SAS program or through file conversion software.
• SAS is a fourth-generation programming language. A fourth-generation programming language is a programming language designed with a specific purpose in mind such as the development of commercial business software.
• SAS documentation is very detailed as compared to open-source software like R and Python.

SAS Tutorial for beginners:

• Using SAS: This video describes SAS software and various user interfaces.

https://www.youtube.com/watch?v=4dg86Vw5E2I&list=PLVBcK_IpFVi8NP3eH1DqxSPFBw5TcPdAK&index=1

• Working in SAS Studio: In this video, we explore how the features of the navigation pane can avail you as you work in SAS Studio.

https://www.youtube.com/watch?v=usnucvpnGLM&list=PLVBcK_IpFVi8NP3eH1DqxSPFBw5TcPdAK&index=2

• Getting started with SAS studio: In this video, you get commenced with programming in SAS Studio. You view a data table, indite and submit SAS code, view the log and results, and use interactive features to expeditiously engender graphs and statistical analyses.

https://www.youtube.com/watch?v=pE5awNW53z8&list=PLVBcK_IpFVi8NP3eH1DqxSPFBw5TcPdAK&index=3

• Accessing your existing data for SAS university edition: This video shows you how to access your subsisting local files utilizing the SAS Studio interface and in the SAS program code.

https://www.youtube.com/watch?v=cFuaaavKvSE&list=PLVBcK_IpFVi8NP3eH1DqxSPFBw5TcPdAK&index=4

• Importing a Microsoft excel file in SAS university edition: In this video, you learn how to utilize the Import XLSX File snippet in SAS University Edition. You withal learn how to engender a custom snippet to import an XLS file.

https://www.youtube.com/watch?v=oWBOEy9wSjo&list=PLVBcK_IpFVi8NP3eH1DqxSPFBw5TcPdAK&index=5

• Reading and generating CSV files using SAS studio: In this video, you learn to read and engender comma-disunited-value files utilizing SAS Studio.

https://www.youtube.com/watch?v=OSX5ZPtB5A&list=PLVBcK_IpFVi8NP3eH1DqxSPFBw5TcPdAK&index=6

I Hope, this info is productive for beginners. If you are looking for SAS classroom, online/live- web, corporate or academia training, kindly enquire here: https://forms.gle/U7mHt5kebtT57hKG8

Sankhyana Consultancy Services (SAS Authorized Training Partner) is a premium and best sas training institute in bangalore that provides innovative, flexible, accessible blended learning solutions and career-oriented training following a competitive tendering process.

Visit our training mode and courses in below links:

• In- House: https://sankhyana.com/training/in-house-training
• Online / Live- Web: https://sankhyana.com/training/live-web-training
• Corporate: https://sankhyana.com/training/corporate-training
• Academia: https://sankhyana.com/training/academia

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Who Can Take-up Clinical SAS Program?

 SAS (Statistical Analysis System) is widely utilized in clinical trial data analysis in pharmaceutical, Bio-Technology, and clinical research organizations. The utilization of SAS in clinical researches has given unbelievable results in past years. SAS can help healthcare professionals to meet their business goals, generate great revenue, enhance strategic performance management, and most importantly control costs.

 

Clinical SAS helps clinical researchers to achieve great speed and efficiency while conducting clinical trials. It helps Clinical SAS professionals to analyze large amounts of big data (structured & unstructured data), which helps them to uncover many hidden insights, patient concerns, and many other issues. These insights help them to predict and improve outcomes. 

Who can take-up Clinical SAS?

To gain this skill, aspirant must have a bachelor’s / Master’s degree in B. Pharmacy, M. Pharmacy, Pharm D, Bio- Technology, MBBS, MD, BDS, BHMS, BUMS, BAMS, BPT/ M.Sc. (Microbiology/ Biochemistry/ Biotechnology/ Bioinformatics/ Chemistry/ Genetics/ Botany/ Zoology/ Life Sciences/ Biomedical Genetics / Molecular Bio Sciences / Statistics).

Skills & Knowledge required to become a Certified Clinical SAS Programmer.

The SAS programmer aspirant in India should have a SAS certification to be eligible to be a Clinical SAS programmer. Without this certification, you neither have the erudition nor the skills for the position. This is the most basic eligibility required to become a Clinical SAS programmer. The SAS certification program provides training to its candidates in areas including programming, advanced analytics, and data management.

What does Clinical SAS Programmers do?

• Build SAS datasets from Clinical database.
• Develop SAS macros, templates, and utilities for data cleaning and reporting.
• Utilize SDTM guidelines to build datasets.
• Communicate with an internal team to engender deliverables for pharmaceutical and biotechnology clients.
• Implement analyses designated in the protocol.
• Ascertain CRF meets the guidelines of the protocol and check for consistency and adequacy.
• Inscribe SAS programs to engender tables, listings, and figures and analysis datasets.
• Review CRF annotations and data designations.
• Work in tandem with Biostatistics and Data Management member on sundry clinical projects.
• Identify and edit checks per the data validation plan or data management plan.
• Study management reports utilizing SAS.
• Validate the programmed analysis datasets, tables, listing and figures.
• Perform analyses defined in the statistical analysis.
• Prepare clinical and statistical summary reports.
• Communicate with programming and statistics leads.
• Utilize SAS programming skills within the protocol team and perform all programming required for clinical tribulation analysis and reporting.
• Perform quality control on final reports.
• Develop SAS coding and table templates for preparing, processing and analyzing clinical data.
• Establish monitoring of data transfers for perpetual tribulations to identify study conduct or data quality issues.

Role of SAS in Pharma Industry

• The major role of SAS in Pharma Analytics mainly focusses on generating the TLF’s or TLG’s.
• The CDISC standards like SDTM and ADAM which are used to standardize and to analyze the clinical trial data and the generation of reports can be only done by using Clinical SAS since the FDA accepts only SAS reports.
• The department of BIO- Statistics is using clinical SAS for writing the SDTM and ADAM specifications and in the creation of SAP (Statistical Analysis Plan).
• CDM team is using SAS to perform data analysis before loading the data into certain databases.
• Analysis with clean data and validating the clinical trial data will reduce the pain on the FDA to have a good overview of the clinical reports. Hence most CRO’s are preferring clinical SAS as the best tool to use for its safety and efficiency when compared with other software tools. 

Clinical SAS Training Path

Base SAS Program: This is the first step in the SAS Global Certification Program. It ascertains a basic understanding of programming principles utilizing the base SAS 9.4 product.

Advance SAS program: The program surmises that the student has already passed the Base exam. It covers more advanced topics in programming such as Macros, SQL and more advanced data modeling.

Clinical Data Management Program: This caliber is designed to avail the student apply SAS programming and data management cognizance categorically towards the healthcare, pharmaceutical, and clinical research industries.

Sankhyana Consultancy Services (SAS Authorized Training Partner) is a premium and best clinical SAS training institute in Bangalore that provides innovative, flexible, accessible blended learning solutions and career-oriented training following a competitive tendering process.

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Register here for SAS training: https://lnkd.in/gzx3mTHT
Reach us: +91 8017768006, arvind.kumar@sankhyana.com, www.sankhyana.com

Why SAS for Clinical Research? - Upskill with the Biggest SAS Authorized Training Partner in India

As the market leader in clinical research analytics, SAS provides a secure analytics foundation and scalable framework for clinical analysis and submission. SAS robust analytic implements and techniques, including AI and machine learning, avail you gain a competitive edge in the high-stakes world of clinical research analytics – from getting tribulations up and running, to modernizing tribulation designs, to distributing life-transmuting therapies to market more expeditious and more efficiently. SAS withal provides the leading platform for data transparency, sanctioning you to securely share historical tribulation data with third-party researchers for the betterment of medicine.

Clinical trial modernization

• Adopt an end-to-end clinical analytics substructure so you can spend more time on data exploration, data quality monitoring, and executing advanced analytics and statistics.
• Integrate your clinical ecosystem and collaborate with partners.
• Apply streaming and edge IoT analytics to tackle unprecedented magnification in data volume and velocity from the Internet of Medical Things (IoMT) contrivances.
• Use authentic world data to drive insight into the clinical development process.

Clinical trial operational analytics

• Utilize advanced analytics to mimic the behavior of the enrolment process, expeditiously prognosticate likely outcomes, and test different approaches utilizing what-if scenarios.
• Compare realized enrolment versus simulations, and habituate plans to stay on target.
• Apprise site supply more efficiently utilizing enrolment presages.
• Use genuine world data to apprise operational processes and make better decisions.

AI & Machine Learning

• Drive automation and consistency across studies with machine learning.
• Use machine learning to extract incipient insights and boost clinical development efficiency.
• Use AI and machine learning to develop fit-for-future tribulation designs, e.g., virtual, pragmatic, and adaptive tribulations.
• Use clinical data mapping to facilely store AI-powered transformation rules in a central database in alignment with genuine tribulation data and CDISC data standards metadata.

Clinical data transparency

• Utilize our industry-leading clinical data transparency to apportion clinical research with external researchers for secondary analysis and advancement of incipient revelations.
• Give researchers access to an unparalleled breadth of available data from more than 25 sponsors.
• Potentiate researchers with maximum analytical depth and flexibility, including the utilization of open source and third-party licensed software.
• Give researchers free access to data, and sanction for transparency platform interoperability.

About Sankhyana: Sankhyana (SAS Authorized Training Partner in India) is a premium and the best Clinical SAS Training Institute in Bangalore/India offers the best Clinical SAS training on SAS and Data Management tools.

Visit us: www.sankhyana.com

Call us: +91 8017768006

Mai us: info@sankhyana.com 

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SAS Data Analytics in the Healthcare Sector - Sankhyana Consultancy Services

SAS (Statistical Analysis System) is widely utilized in clinical trial data analysis in pharmaceutical, biotech, and clinical research companies. The utilization of SAS in clinical researches has given unbelievable results in past years. SAS helps healthcare professionals to meet their business goals, generate great revenue, enhance strategic performance management and most importantly control costs. The healthcare industry is one of the most important industries in India when it comes to health welfare.

According to HIMSS Analytics and Dimensional Insights survey, 84% of healthcare organizations are using data analytics tools for decision- making for strategic planning. According to the report of FICCI (Federation of Indian Chamber of Commerce and Industry), “India is the largest provider of generic drugs globally. Indian pharmaceutical sector industry supplies over 50% of global demand for various vaccines, 40% of generic demand in the US and 25% of all the medicine in the UK. Presently over 80% of the antiretroviral drugs used globally to combat AVAILS (Acquired Immune Deficiency Syndrome) is supplied by Indian pharmaceutical firms.”

The Role of SAS Data Analytics in Healthcare: The major role of SAS in Pharma Analytics mainly focusses on generating the TLF’s or TLG’s. The CDISC standards like SDTM and ADAM which are used to standardize and to analyze the clinical trial data and the generation of reports can be only done by using Clinical SAS since FDA accepts only SAS reports. The department of BIO- Statistics is using clinical SAS for writing the SDTM and ADAM specifications and in the creation of SAP (Statistical Analysis Plan). CDM team is using SAS to perform data analysis before loading the data into certain databases. Analysis with clean data and validating the clinical trial data will reduce the pain on the FDA to have a good overview of the clinical reports. Hence most of CROs are preferring clinical SAS as the best tool to use for its safety and efficiency when compared with other software tools.

Why we need SAS Data Analytics in Healthcare? Clinical data is sensitive information that should be treated as an asset as well as a regulated commodity. Not only can improper management of clinical data cause the invalidation of an entire clinical trial, but it may also result in strict remedies, including serious financial penalties, from the FDA. At the time of this writing, the FDA has not issued revised CFR 21 guidance. This indicates that the FDA is still struggling with the difficult issues and requirements compliance for a clinical database. However, it is known that the FDA does request that all clinical DBMS prevent unauthorized access to data. This requires that data be password protected and allow updates only by authorized users of the clinical DBMS. The FDA also requires the maintenance of complete audit trails for clinical data. Both the entry and revision of clinical data is to be logged to indicate the user performing the action, the date and time of the action, as well as the reason for the change of data. These requirements and many others are all easy goals when working with the SAS System.

In addition to being easy to use, SAS is also the choice of the FDA for receiving and reviewing clinical data. The FDA is still requesting SAS transport data sets as the standard for receiving electronically submitted data. At a minimum, each FDA reviewer is equipped with the SAS System Viewer. Since the use of SAS is essential to clinical information management, keeping clinical data in SAS makes sense. Reporting is also effectively accomplished using SAS.

There is no doubt that the SAS Data Analytics tool has transformed the healthcare sector along with other sectors in India. In the healthcare sector, there are immense career opportunities for pharma background peoples, having SAS skill. Learn Clinical SAS with Sankhyana (SAS Accredited Centre), we are the best sas training institute in bangalore. 

Register here for SAS training: https://lnkd.in/gzx3mTHT

Reach us: +91 8017768006, arvind.kumar@sankhyana.com, www.sankhyana.com

Why Upskilling is important for Pharma Graduate Students?

Governments, industry, and academia are converging to find solutions to the problems caused by COVID-19, which emerged in the city of Wuhan, China, in December 2019. Unsurprisingly, the life sciences and health care sectors are at the heart of the work. Healthcare may make most of the headlines, but the work abaft the scenes in life sciences labs is just as crucial.

SAS is one of the most used data analysis tools for clinical trials in the pharma industry. The pharma companies in India adopting the SAS tool on a very large scale. But the issue for them is lack of talent, there is a need for greater investment in this skill. Pharma Students & professionals need to upskill themselves to remain job-relevant. Sankhyana Education is dedicated to working with academia to produce the next level of pharma professionals by upskilling them to keep them industry- ready in the ever-growing pharma industry.

Why SAS in Pharma?

SAS (Statistical Analysis System) is widely utilized in clinical trial data analysis in pharmaceutical, biotech, and clinical research companies. The utilization of SAS in clinical researches has given unbelievable results in past years. SAS helps healthcare professionals to meet their business goals, generate great revenue, enhance strategic performance management, and most importantly control costs.

Pharma, especially for clinical trials data, embraced SAS software because it is a:

• Programming Language — any data could be read; any report could be generated. A programmer with equal skills in the SAS language and a standard programming language could accomplish these tasks more quickly using SAS software.
• Data Management system - Once clinical data was input into SAS datasets, even programming novices could sort, merge, match and maintain archives.
• Proven statistical software that not only generated standard (to SAS Institute) reports but could output their results into SAS datasets for use in the SAS programming language to generate whatever specialized reports were required.

“According to HIMSS Analytics and Dimensional Insights survey, 84% of healthcare organizations are using data analytics tools for decision- making for strategic planning.” 

About Sankhyana Education

Sankhyana Education (SAS Authorized Training Partner), provides innovative, flexible, accessible blended learning solutions and career-oriented training following a competitive tendering process. Our aim is to better integrate pharmacy students into wider primary care by sanctioning pharmacists and pharmacy technicians to spend more time distributing clinical and public health accommodations to the benefit of patients and the public. https://sankhyana.com/training/academia

Benefits of Training with Sankhyana Education (SAS ATC Partner):

• Career-oriented- training
• SAS Authorized Trainers (with hands-on experience)
• Access SAS authentic software (180days).
• SAS Authentic study material.
• SAS Authentic Curriculum.
• SAS E-Learning package.
• Digital Badge (Digitally engraved Credentials).
• SAS Global Certification. (valid universally)
• 24/7 support from SAS
• 360- degree placement assistance

Conclusion:

The pharma industry in India is witnessing high demand for pharma qualified professionals having SAS skills. The data in pharma domain is growing at a rate of 48% per year, and also the process of getting a drug to market requires an inordinate amount of clinical data analysis, they play a key part in the process whether they’re working at a drug company or a clinical research organization. Being a clinical SAS programmer there is a huge scope to switch into different departments like Clinical Data Management, CDISC Programming, Biostatistics, etc.

If you are ready to challenge your existing knowledge, and develop your personal and career development, take the next step with our training team.

Register here for SAS training: https://lnkd.in/gzx3mTHT

Reach us: +91 8017768006, arvind.kumar@sankhyana.com, www.sankhyana.com