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Certified Data Science Practitioner (CDSP)

A CertNexus Certification Training Course

Certified Data Science Practitioner (CDSP)

CertNexus NASBA
Classroom Schedule
Date Venue Fees
18 - 22 May 2026 London $ 6,950
17 - 21 Aug 2026 Amsterdam $ 6,950
23 - 27 Nov 2026 Dubai $ 6,950
Online Schedule
Date Venue Fees
17 - 21 Aug 2026 Online $ 3,950

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 CertNexus Certified Data Science Practitioner training course will enable you to bring value to the business by putting data science concepts into practice. This training course includes hands on activities for each topic area.

Objectives

In this CertNexus Certified Data Science Practitioner 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 CertNexus Certified Data Science Practitioner training course is designed for business professionals who leverage data to address business issues. The typical participant in this training 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 training course targets. A prospective participant 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 participant 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 training course is also designed to assist participants in preparing for the CertNexus® Certified Data Science Practitioner (CDSP) (Exam DSP-210) certification.

Course 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
Certificates
  • On successful completion of this training course, GLOMACS Certificate will be awarded to the delegates. Continuing Professional Education credits (CPE): In accordance with the standards of the National Registry of CPE Sponsors, one CPE credit is granted per 50 minutes of attendance.
  • The certificate will also have a CertNexus reference.
Providers and Associations

Endorsed Education Provider

CertNexus
NASBA

In Association With

Options & Brochure
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Frequently Asked Question

No. Saudi GLOMACS delivers courses in Saudi Arabia and internationally, including delivery across Europe and Asia. This allows organisations and professionals to access training both locally and abroad.

No. While governance and leadership are part of the portfolio, Saudi GLOMACS delivers training across the entire business and professional lifecycle, including administrative, technical, legal, regulatory, and sector-specific training.

Yes. Saudi GLOMACS designs and delivers bespoke in-house training tailored to organisational objectives, sector requirements, and workforce needs. Training can be delivered in Saudi Arabia or internationally, depending on requirements.

Courses delivered in Saudi Arabia are adapted to reflect local regulatory frameworks, organisational structures, sector conditions, and professional expectations. This ensures training is relevant, practical, and aligned with Saudi workplace realities.

GLOMACS has been delivering professional training for over thirty years, with courses delivered across Europe, the Middle East, Asia, and other international markets.

Saudi GLOMACS combines three decades of global training experience with a clear focus on Saudi market relevance. This allows it to deliver training that is both internationally credible and locally applicable, across a broader range of disciplines than niche or single-focus providers.

Saudi GLOMACS is a Saudi-based professional training provider delivering courses tailored to the Saudi market and applicable internationally. It operates within the global GLOMACS framework and draws on more than three decades of international training experience.

Saudi GLOMACS offers professional training across a wide range of disciplines, including administration, leadership and management, governance and regulation, law, oil and gas, energy, engineering, finance, digital technologies, and sector-specific specialisations.

Training supports professionals across all career stages, from operational roles to specialist and senior responsibilities.

Participants include professionals from public sector, semi-government, and private sector organisations, across a wide range of roles and industries. Attendees range from administrative and operational professionals to technical specialists, managers, and senior decision-makers.

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