Certified Data Science Practitioner (CDSP)
Course Schedule
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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
- AZTech Certificate of Completion for delegates who attend and complete the training course
Accreditation
How Saudi Aztech 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.
Do you want to learn more about this course?
Register now or contact our team to discuss schedules, delivery formats, and customised options.
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Frequently Asked Questions
Common questions about our training courses
Yes, AZTech Saudi collaborates with globally recognized professional bodies to offer accredited training courses. Participants receive certificates that reflect international standards and support their career growth and industry credibility.
You can easily register through our website (aztech.sa) by selecting your preferred course and completing the online registration form. Our support team is also available to assist you with registration, invoicing, and any additional information you may require.
Our training courses are conducted in major cities across the Kingdom, including Riyadh, Jeddah, Dammam, and Al Khobar. We partner with top-tier venues to provide an optimal learning environment that combines comfort, convenience, and professionalism.
Absolutely. We work closely with Saudi-based organizations to develop tailored in-house training solutions that address specific business needs, departmental goals, and workforce development strategies—delivered onsite or at a preferred location
AZTech Saudi offers a wide range of internationally benchmarked training courses across various disciplines including leadership, finance, engineering, project management, HR, and more. All courses are designed to meet the professional development needs of individuals and organizations in Saudi Arabia.
