• QualiFLY™

    QualiFLY™ Institutions

    You can fast-track your DASCA credentialing process if you're a student or alumnus of a DASCA-accredited/ recognized institution.

    Read more
    QualiFLY™ Institutions
  • World of Data Science
    World of data science

    In support of our mission to empower data analysts, scientists and engineers, we’ve introduced two platforms – Data Science Current and Data Engineering Digest – offering curated content tailored to your professional needs. These platforms provide expert insights, the latest industry trends, and personalized updates to help you stay informed and ahead in the data science field.

    Sign up today to customize your experience and receive newsletters with cutting-edge content, expert interviews, and exclusive updates.

    Data Science Current

    Data Engineering Digest
    • Insights

      Exclusive blogs that discuss the latest innovations and breakthroughs in the world of Data Science. Stay ahead with expert insights that drive industry change.

    • Focus

      Explore the latest trends, innovative practices, and cutting-edge technologies shaping Data Science today.

    • Expert Talks

      Engage with top industry experts as they discuss real-world applications, key challenges, and the future of Data Science. Gain deep insights to elevate your expertise.

    • Contribute

      Share your expertise with the global DASCA community. Contribute insights and establish yourself as a thought leader in Data Science.

    • Newsroom

      Stay informed with the latest DASCA announcements, industry news, and upcoming events.

  • Examination
  • Get Started
  • Contact Us
Data Science Council of America
  • Certifications

    Certifications

    Explore DASCA’s comprehensive certification paths tailored for professionals in:

    Explore

    • > Check Your Eligibility

      Choose your qualification and experience level to find the DASCA certification that aligns with your career goals.

    • > Certification Process

      Learn about the steps to earn your DASCA certification, from application to becoming a certified professional.

    • > DASCA Examination and Policies

      DASCA certification exams are available online worldwide, accessible in 180+ countries with 5th-generation TEI technology.

    • > Frequently Asked Questions 

      Find answers to common questions about DASCA certifications, exam process and policies.

    • > Digitally Badged Credentials

      Showcase your DASCA certification with digital badges recognized worldwide.

  • Accreditation
    DASCA Accredited
    • Accreditation Home

      Discover how DASCA Accreditation enhances data science and AI education, ensuring global recognition and academic excellence.

    • About DASCA Accreditation

      Understand how DASCA Accreditation sets the benchmark for excellence in data science and AI education, aligning institutions with global industry standards.

    • Accreditation Standards

      Examine the framework that upholds high benchmarks for curriculum, faculty expertise, and industry relevance in data science and AI programs.

    • Eligibility Criteria for Institutions

      Understand the institutional and program-level requirements to assess your readiness for pursuing DASCA Accreditation.

    • Accreditation Journey

      Explore the step-by-step process to achieve DASCA Accreditation through a rigorous, globally benchmarked, and digitally powered evaluation.

    • Accreditation Impact

      Discover how DASCA Accreditation enhances institutional reputation, academic quality, and global competitiveness in data science and AI education.

    • Resources for Institutions

      Access comprehensive guides, support tools, and subsidy programs designed to assist institutions throughout their accreditation journey.

    • DASCA Accreditation Advisors

      Learn about the global network of academic and industry experts who support institutions in delivering high-quality data science and AI education.

    • Frequently Asked Questions

      Get answers to common questions about institutional eligibility, the accreditation process, ongoing compliance and more.

    • Apply Today

      Begin your DASCA accreditation journey and position your institution among global leaders in data science and AI education.

  • Partnership

    Partner with DASCA: Drive Data Science Excellence

    Join the rapidly growing DASCA network of leading tech schools, higher education institutions, IT training companies, and government organizations. Partner with DASCA to prepare your students and professionals for globally recognized data science certifications. Start your partnership journey today.

    Know more
    • Universities & Institutions

      For Universities & Institutions

      Get your academic programs DASCA accredited and join an elite group of institutions shaping the future of data science. Leverage the World Data Science & AI Initiative's subsidy program to strengthen your academic offerings.

      Read More>
    • Tech Companies & Other Organizations

      For Tech Companies & Other Organizations

      Get your teams DASCA-certified and ensure they meet global standards in data science. Partner with us to drive sustainable skills development and long-term growth for your organization.

      Read More>
    • Training Companies

      For Training Companies

      Offer training programs that prepare candidates for DASCA certification exams. Position your academy as a trusted provider of exam-focused education for aspiring data science professionals.

      Read More>
    • Advocacy Partnership

      For Advocacy Partnership

      Collaborate with DASCA to promote standards-based data science education. Align your curriculum with DASCA’s globally recognized framework and contribute to advancing the field’s future.

      Read More>
  • Framework
    DASCA EKF

    The DASCA Standard of Excellence in Credentialing

    The DASCA Body of Knowledge and the Essential Knowledge Framework (EKF™) define the most rigorous standards for professional excellence in Data Science. Together, they ensure that DASCA certifications reflect the highest levels of competency and expertise for data professionals.

    Read more
  • Initiatives
  • About

    About

    DASCA sets industry-leading standards, frameworks, certifications, and accreditation programs to develop skilled Big Data analysts, engineers, and data scientists.

    • The Credentialing Framework

      Uncover DASCA’s dynamic Credentialing Framework, which reinforces industry leadership through its Essential Knowledge Framework (EKF™) and Data Science body of knowledge.

    • DASCA Governance

      Learn about DASCA’s governance structure, ensuring neutrality, independence, and adherence to the highest credentialing standards.

    • The Code of Ethics

      Commit to integrity in data science. Discover the principles that guide DASCA-certified professionals in ethical, responsible, and transparent practices. 

    • The Data Science Era

      Explore how Big Data is transforming industries globally, driving innovation, and creating new opportunities across sectors.

    • Data Science Professions

      Discover the emerging career tracks in Data Science and how professionals are adapting to the rapidly evolving data landscape.

    Accreditation and Credentialing

    DASCA’s pioneering credentials for data analysts, data engineers, and data scientists are cross-platform, vendor-neutral, and adaptable across a wide range of industries and operational levels. Our certifications equip professionals with the skills they need to excel in today’s dynamic data landscape, ensuring they are prepared for diverse roles in data-driven environments.

    Get Started

    Start your data science journey with DASCA. Whether you're an individual pursuing certification, an institution seeking DASCA accreditation, or an organization exploring partnership, the process is simple and entirely online to help you achieve your goals.



    Contact Us

    For any questions about certifications, partnerships, or DASCA accreditation, feel free to get in touch.



    Newsroom

    Stay up to date with DASCA’s latest announcements and developments. Explore press releases, certification updates, expert insights on data science trends, and learn about DASCA’s global initiatives.

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Exam Development/dasca-certification-examinations/exam-development

Exam Development

HOME Certification Examinations Exam Development

DASCA exams are built by the industry, for the industry. We draw the content for the exams from a combination of industry-wide survey feedback and contributions from our team of volunteer subject matter experts. The result is a rigorous exam development process representing thousands of hours spent exceeding the knowledge standards the industry expects. In addition, the exam-delivery, management, and security standards adopted by DASCA are aligned to the most stringent of the international certification testing and professional skills evaluation standards, and managed by experts with experience of delivering thousands of high–stakes exams every year across the globe for business and non-business clients.

Listed below are some of the key activities that DASCA mandates as essential for all its exam-developers as well as external exam-delivery partners to consider:

Subject matter experts (SMEs)

Subject matter experts are used in focus groups, item writing sessions, and item review sessions. DASCA estimates that 5,000 subject matter expert hours are required to develop one exam.

Exam Technologists

A team of trained Exam Technologists assists the development, review, and maintenance of the Exam interface and delivery of a DASCA exam. This ensures that exam-taking is least encumbered or disrupted by technology factors, and examinees have a smooth exam-taking experience, without disturbances from breakdowns.

Exam Environment Designers

A team of specially trained experts design the standards of environment in which certification exams should be ideally taken or delivered. These professionals work closely with the Exam Security Experts to ensure the upkeep of the integrity of certification-testing.

Exam Security Experts

A team of specially trained web technologists, ethical hackers and programmers constantly work on improving surveillance and proctoring standards using modern technology.

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