A CertNexus Certified Training Course

Why Choose Certified Data Science Practitioner (CDSP) Training Course?

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 Certified Data Science Practitioner (CDSP) training course includes hands on activities for each topic area.

To ensure your success in this course, specific prerequisites are mandatory to take. The program prerequisites can be accessed and viewed by visiting the following hyperlinked file: CDSP Prerequisites, and CertNexus Exam Blueprints.

What are the Goals?

In this 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.

The Course Content

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
  • Examine Data
  • Explore the Underlying Distribution of Data
  • Use Visualizations to Analyze Data
  • Preprocess Data

Designing a Machine Learning Approach

  • Identify Machine Learning Concepts
  • Test a Hypothesis

Developing Classification Models

  • Train and Tune Classification Models
  • Evaluate Classification Models

Developing Regression Models

  • Train and Tune Regression Models
  • Evaluate Regression Models

Developing Clustering Models

  • Train and Tune Clustering Models
  • Evaluate Clustering Models
  • Communicate Results to Stakeholders
  • Demonstrate Models in a Web App
  • Implement and Test Production Pipelines

Certificate and Accreditation

  • AZTech Certificate of Completion for delegates who attend and complete the training course
  • CertNexus Certificate will be issued to those delegates who successfully pass Exam DSP-110

How Aztech Saudi Can Enhance Your Professional Career

At Aztech Saudi, we believe that professional development is the foundation of long-term career success. This training course is expertly designed to equip individuals with practical skills, forward-thinking strategies, and the confidence to navigate today’s dynamic work environments. Each course is delivered by subject matter specialists with extensive industry experience, ensuring that every learning experience is relevant, impactful, and aligned with real-world challenges. Whether you're looking to strengthen your technical expertise, enhance leadership abilities, or stay ahead of industry trends, Aztech Saudi provides the tools you need to elevate your performance and deliver measurable value to your organization.

Our training is more than just knowledge transfer—it’s a catalyst for career transformation. By participating in our courses, professionals gain a competitive advantage in their fields, improve their decision-making capabilities, and position themselves for new opportunities and leadership roles. We take pride in supporting individuals across various sectors and career stages, helping them unlock their full potential through high-quality, globally benchmarked learning experiences. With Aztech Saudi as your development partner, you’re not only investing in education—you're investing in a stronger, more successful future.

In Partnership With
Anderson

Accreditation
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Available Sessions

Register for Certified Data Science Practitioner (CDSP) on 30 Jun-04 Jul 2025 in Dubai - UAE
Venue: Dubai - UAE
Register
Date: 30 Jun-04 Jul 2025
Fee: US $5,950
Register for Certified Data Science Practitioner (CDSP) on 11-15 Aug 2025 in Istanbul - Turkey
Venue: Istanbul - Turkey
Register
Date: 11-15 Aug 2025
Fee: US $5,950
Register for Certified Data Science Practitioner (CDSP) on 24-28 Nov 2025 in Dubai - UAE
Venue: Dubai - UAE
Register
Date: 24-28 Nov 2025
Fee: US $5,950
Register for Certified Data Science Practitioner (CDSP) on 04-08 May 2026 in London - UK
Venue: London - UK
Register
Date: 04-08 May 2026
Fee: US $5,950
Register for Certified Data Science Practitioner (CDSP) on 29 Jun-03 Jul 2026 in Dubai - UAE
Venue: Dubai - UAE
Register
Date: 29 Jun-03 Jul 2026
Fee: US $5,950
Register for Certified Data Science Practitioner (CDSP) on 10-14 Aug 2026 in Istanbul - Turkey
Venue: Istanbul - Turkey
Register
Date: 10-14 Aug 2026
Fee: US $5,950
Register for Certified Data Science Practitioner (CDSP) on 23-27 Nov 2026 in Dubai - UAE
Venue: Dubai - UAE
Register
Date: 23-27 Nov 2026
Fee: US $5,950

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