A CertNexus Certification Training Course
Certified Data Science Practitioner (CDSP)
Course Overview
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.
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
Certificates
Accreditation
Providers and Associations
About Saudi Glomacs
At Saudi GLOMACS, we specialize in delivering world-class training courses in Saudi Arabia and across various international locations. Our training courses are tailored to meet the unique demands of Saudi Vision 2030 and the Human Capability Development Program, focusing on empowering Saudi citizens and enhancing workforce skills. We offer diverse courses spanning leadership, management, engineering, and technical disciplines to cultivate expertise and drive professional growth. Our flexible learning options—whether in-person, online, or in-house—ensure accessibility and convenience for individuals and organizations alike.
With over 30+ years of experience through the GLOMACS global network, we are committed to delivering innovative, results-driven training solutions. Our expert instructors combine industry knowledge with dynamic teaching methods, fostering practical skill development and long-term career success. By choosing Saudi GLOMACS, you're investing in personal excellence and contributing to the Kingdom’s sustainable economic growth and vision-driven transformation.
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