CAIP : Certified Artificial Intelligence (AI) Practitioner | OTrain OTrain
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CAIP : Certified Artificial Intelligence (AI) Practitioner

CAIP : Certified Artificial Intelligence (AI) Practitioner

In this course, you will implement AI techniques in order to solve business problems. The Certified Artificial Intelligence Practitioner™ (CAIP) training program is designed for data science practitioners entering the field of artificial intelligence who are seeking to build a vendor-neutral, cross-industry foundational knowledge of AI and Machine Learning (ML) concepts, technologies, algorithms, and applications that will enable them to become a capable practitioner in a wide variety of AI-related job functions.

Training Outline

• Specify a general approach to solve a given business problem that uses applied AI and ML.

• Collect and refine a dataset to prepare it for training and testing.

• Train and tune a machine learning model.

• Finalize a machine learning model and present the results to the appropriate audience.

 • Build linear regression models.

 • Build classification models.

• Build clustering models.

• Build decision trees and random forests.

 • Build support-vector machines (SVMs).

• Build artificial neural networks (ANNs).

• Promote data privacy and ethical practices within AI and ML projects.

CAIP : Certified Artificial Intelligence (AI) Practitioner