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Certified Data Science Practitioner (CDSP)

Use a repeatable data science process to turn business questions into analysis and tested models.

5 Days · Live instructor-led training

What you will work on

  • Prepare datasets through ETL
  • Explore data and frame business questions
  • Train and evaluate machine learning models
  • Present findings and monitor models in use

What the course covers

Explore the curriculum to see how it fits the work you want to do.

Lesson 1: Addressing Business Issues with Data Science
  • Initiate a Data Science Project
  • Democratize Data
  • Formulate a Data Science Problem
Lesson 2: Extracting, Transforming, and Loading Data
  • Extract Data
  • Transform Data
  • Load Data
Lesson 3: Analyzing Data
  • Examine Data
  • Explore the Underlying Distribution of Data
  • Use Visualizations to Analyze Data
  • Preprocess Data
Lesson 4: Designing a Machine Learning Approach
  • Identify Machine Learning Concepts
  • Identify Transformer-Based Deep Learning Concepts
  • Test a Hypothesis
Lesson 5: Developing Classification Models
  • Train and Tune Classification Models
  • Evaluate Classification Models
Lesson 6: Developing Regression Models
  • Train and Tune Regression Models
  • Evaluate Regression Models
Lesson 7: Developing Clustering Models
  • Train and Tune Clustering Models
  • Evaluate Clustering Models
Lesson 8: Finalizing a Data Science Project
  • Communicate Results to Stakeholders
  • Demonstrate Models in a Web App
  • Implement and Test Production Pipelines

Who this course is for

Programmers, analysts and other professionals working with business data.

Before you attend

Foundational data science concepts and experience with a high-level language such as Python.

Included with this course

  • Live instructor-led class
  • A preparation checklist for prerequisites, class access and setup
  • Altvina support for questions, concerns and next-step guidance

Exam vouchers are included only where listed. Certification eligibility is separate from course attendance.

Ongoing mentorship is a separate paid service.

Support from Altvina

Have a question about course fit, learner details or access? Our team is your contact for enrollment support.

Ask a Course Question

Payments, refunds and class changes

Clear payment dates

Pay a $50 deposit per learner or full tuition. With your explicit agreement, the remaining balance is charged seven days before class. You receive an advance reminder.

Flexible before the cutoff

Class payments are refundable until seven days before the start. After that they are non-refundable; contact Altvina if an issue arises.

If the scheduled class changes

If Altvina or the training provider cancels or materially changes your class, you can choose a refund or an alternative date. We will contact you to arrange your choice.

Training instruction is delivered by Logical Operations or the provider listed for the class. Altvina handles enrollment and customer support.

Certified Data Science Practitioner (CDSP) | Altvina Training | Altvina