An Intensive 5-day Training Course
Certified Data Science Practitioner (CDSP)
Turning Data into Decision-Edge Intelligence
INTRODUCTION
For a business to thrive in our data-driven world, it must treat data as one of its most important assets. Data is crucial for understanding where the business is and where it's headed. Not only can data reveal insights, it can also inform—by guiding decisions and influencing day-to-day operations. This calls for a robust workforce of professionals who can analyze, understand, manipulate, and present data within an effective and repeatable process framework. In other words, the business world needs data science practitioners. This Certified Data Science Practitioner (CDSP) training course will enable you to bring value to the business by putting data science concepts into practice. This EuroMaTech training course includes hands on activities for each topic area.
TRAINING OBJECTIVES
In this Certified Data Science Practitioner (CDSP) training course, you will implement data science techniques in order to address business issues. You will:
- Use data science principles to address business issues.
- Apply the extract, transform, and load (ETL) process to prepare datasets.
- Use multiple techniques to analyze data and extract valuable insights.
- Design a machine learning approach to address business issues.
- Train, tune, and evaluate classification models.
- Train, tune, and evaluate regression and forecasting models.
- Train, tune, and evaluate clustering models.
- Finalize a data science project by presenting models to an audience, putting models into production, and monitoring model performance.
WHO SHOULD ATTEND?
This Certified Data Science Practitioner (CDSP) training course is designed for business professionals who leverage data to address business issues. The typical student in this course will have several years of experience with computing technology, including some aptitude in computer programming. However, there is not necessarily a single organizational role that this course targets.
A prospective student might be a programmer looking to expand their knowledge of how to guide business decisions by collecting, wrangling, analyzing, and manipulating data through code; or a data analyst with a background in applied math and statistics who wants to take their skills to the next level; or any number of other data driven situations. Ultimately, the target student is someone who wants to learn how to more effectively extract insights from their work and leverage that insight in addressing business issues, thereby bringing greater value to the business.
This Certified Data Science Practitioner (CDSP) training course is also designed to assist participants in preparing for the CertNexus® Certified Data Science Practitioner (CDSP) (Exam DSP-110) certification. Check: Data Science & Analytics Training Courses
TRAINING METHODOLOGY
The CDSP Training Course provides an interactive learning methodology to ensure in-depth comprehension and skills. Participants will be exposed to:
- Instructor-led presentations introducing data science frameworks and best practices
- Machine learning labs to design, train, and evaluate predictive models
- Hands-on exercises using real-world datasets for exploration, cleaning, and analysis
- Project-based learning culminating in the presentation of an end-to-end data science solution
- Group discussions and case studies and to bridge theory and business application
TRAINING OUTLINE
Day 1: Addressing Business Issues with Data Science
- Initiate a Data Science Project
- Formulate a Data Science Problem
Extracting, Transforming, and Loading Data
- Extract Data
- Transform Data
- Load Data
Day 2: Analyzing Data
- Examine Data
- Explore the Underlying Distribution of Data
- Use Visualizations to Analyze Data
- Preprocess Data
Day 3: Designing a Machine Learning Approach
- Identify Machine Learning Concepts
- Test a Hypothesis
Developing Classification Models
- Train and Tune Classification Models
- Evaluate Classification Models
Day 4: Developing Regression Models
- Train and Tune Regression Models
- Evaluate Regression Models
Developing Clustering Models
- Train and Tune Clustering Models
- Evaluate Clustering Models
Day 5: Finalizing a Data Science Project
- Communicate Results to Stakeholders
- Demonstrate Models in a Web App
- Implement and Test Production Pipelines
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ACCREDITATION
EuroMaTech is registered with the National Association of State Boards of Accountancy (NASBA) as a sponsor of continuing professional education on the National Registry of CPE Sponsors. State boards of accountancy have final authority on the acceptance of individual courses for CPE credit. Complaints regarding registered sponsors may be submitted to the National Registry of CPE Sponsors through its website: www.NASBARegistry.org.
Euromatech is a Knowledge & Human Development Authority (KHDA) approved training institute in Dubai, licensed and approved to deliver training courses in the UAE.
The KHDA is the regulatory authority in the UAE, that oversees administering, approving, supervising, and controlling the activities of various education providers in the UAE. We are proud of our commitment to ensuring quality training courses and status as a KHDA-approved training provider.
EuroMaTech is an Authorized Training Partner with CertNexus.
CertNexus is a vendor-neutral certification body, providing emerging technology certifications and micro-credentials for business, data, developer, IT, and security professionals.
FAQ
EuroMaTech provides a range of ISO certification and compliance training courses, including:
- ISO 9001 – Quality Management Systems Training
- ISO 45001 – Occupational Health & Safety Management Training
- ISO 14001 – Environmental Management Systems Training
These courses help organizations adopt internationally recognized standards and improve their overall performance.
To register for a training course, you can:
- Visit the EuroMaTech website, browse the available courses, and follow the online registration process.
- Contact EuroMaTech’s support team for assistance with course selection or inquiries about corporate training solutions.
EuroMaTech stands out as a leader in training and professional development due to:
- 30+ years of experience delivering high-impact training courses across industries.
- Accreditations from leading institutions, ensuring top-tier course quality and recognition.
- A portfolio of thousands of training courses, serving professionals at every level.
- A focus on innovation and future-ready learning models, including blended and digital training.
- Long-term partnerships with organizations globally, ensuring sustained success through talent development.
EuroMaTech has successfully delivered thousands of training courses, with thousands of professionals from over 50 countries attending annually.
We are happy to share the profiles of our expert instructors. To learn more about their qualifications and experience, please contact us [email protected]
We provide two flexible training formats to suit your preferences:
- Classroom Training: Experience in-person learning with expert instructors. Engage in interactive discussions, hands-on activities, and benefit from face-to-face networking.
- Online Training: Join live online sessions from anywhere, offering flexibility for those with busy schedules or who prefer remote learning.
- In-House Training: We can bring our training directly to your organization, allowing for tailored sessions that address your specific needs and objectives.
Yes, we provide tailored training solutions designed to meet the specific needs of your organization. Customized courses can be delivered either in-person or online, and you can select the dates and duration that best fit your schedule. For more details, please contact us at [email protected]
Yes, we can assist you with the following:
- Corporate Discount: If available, we can extend our corporate discount for your stay at selected hotels.
- Hotel Suggestions: We can provide recommendations for nearby hotels based on your preferences and budget.
Feel free to explore online booking platforms for the most cost-effective options.
