CertNexus AIP-210 Exam Topics

CertNexus AIP-210 Exam Overview :

Exam Name:	Certified Artificial Intelligence Practitioner Exam
Exam Code:	AIP-210
Certifications:	CertNexus Certified AI Practitioner Certification
Actual Exam Duration:	120 minutes
Expected no. of Questions in Actual Exam:	80
See Expected Questions:	CertNexus AIP-210 Expected Questions in Actual Exam

CertNexus AIP-210 Exam Objectives :

Section	Weight	Objectives
Domain 1.0 Understanding the Artificial Intelligence Problem	26%	Objective 1.1 Describe how artificial intelligence and machine learning are used to solve business (including commercial, government, public interest, and research) problems Objective 1.2 Analyze the use cases of ML algorithms to rank them by their success probability Objective 1.3 Research Learning Systems [Identify business case for image recognition; NLP; Speech recognition; Predictive & recommendation systems; Discovery & diagnostic systems; Robotics and autonomous systems] Objective 1.4 Analyze machine learning system use cases Objective 1.5 Communicate with stakeholders Objective 1.6 Identify potential ethical concerns
Domain 2.0 Engineering Features for Machine Learning	20%	Objective 2.1 Recognize relative impact of data quality and size to algorithms Objective 2.2 Explain data collection/transformation process in ML workflow (transformations include standardization; normalization; log, square-root, and logit transformations) Objective 2.3 Work with textual, numerical, audio, or video data formats Objective 2.4 Transform numerical and categorical data Objective 2.5 Address business risks, ethical concerns, and related concepts in data exploration/feature engineering
Domain 3.0 Training and Tuning ML Systems and Models	24%	Objective 3.1 Design machine and deep learning models [Differentiate types of ML algorithms; differentiate types of DL algorithms; design for pattern recognition in predictive models] Objective 3.2 Optimize the algorithm (e.g., structure, run time, tuning hyperparameters) Objective 3.3 Train, validate, and test data subsets Objective 3.4 Evaluate the model Objective 3.5 Address business risks, ethical concerns, and related concepts in training and tuning
Domain 4.0 Operationalizing ML Models	30%	Objective 4.1 Deploy a model Objective 4.2 Secure a pipeline (includes maintenance) Objective 4.3 Maintain the model postproduction Objective 4.4 Address business risks, ethical concerns, and related concepts in operationalizing the model
Official Information		https://certnexus.com/certified-artificial-intelligence-practitioner-caip/

Updates in the CertNexus AIP-210 Exam Topics:

CertNexus AIP-210 exam questions and practice test are the best ways to get fully prepared. Study4exam's trusted preparation material consists of both practice questions and practice test. To pass the actual Certified AI Practitioner AIP-210 exam on the first attempt, you need to put in hard work on these questions as they cover all updated CertNexus AIP-210 exam topics included in the official syllabus. Besides studying actual questions, you should take the CertNexus AIP-210 practice test for self-assessment and actual exam simulation. Revise actual exam questions and remove your mistakes with the Certified Artificial Intelligence Practitioner Exam AIP-210 exam practice test. Online and Windows-based formats of the AIP-210 exam practice test are available for self-assessment.

Limited Time Offer

50%

Off

Get Premium AIP-210 Questions as Interactive Practice Test or PDF