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Catalog / All levels / Exam 8 - CompTIA DataAI Certification
Mammoth Club All levels 4 sections 22 lectures

Exam 8 - CompTIA DataAI Certification

Test your knowledge with 105+ questions from the Operations and Processes section of the CompTIA DataAI (formerly named DataX) certification. Find out if you’re ready to ace the exam — can you implement common data-wrangling techniques? Can you implement best practices throughout the data science life cycle? Can you explain the importance of DevOps and MLOps principles in data science? Can you compare and contrast various deployment environments? And much more!

MC
Created by Team Mammoth
01
Skill level
All levels
02
Sections
4
03
Lectures
22
04
Instructor
Team Mammoth
What's inside

This course includes.

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4
Sections
✓
22
Lectures
✓
22
Quizzes
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
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Course content

Curriculum & lectures.

4 sections · 22 lectures
+ Exam - Implement common data-wrangling techniques 8 lectures
Merging and Combining Datasets Locked
Cleaning Techniques Locked
Data Errors and Outliers Locked
Data Flattening Locked
Imputation Types Locked
Ground Truth Labeling Locked
Observation Tracking Locked
Union, Intersection, and Joins Locked
+ Exam - Implement best practices throughout the data science life cycle 5 lectures
Data Science Workflow Models Locked
Version Control Locked
Integrated Development Environment (IDE) & Dependency Licensing Locked
Access via Application Programming Interface (API) Locked
Process Documentation & Clean Code Methods Locked
+ Exam - Importance of DevOps and MLOps principles in data science 5 lectures
Data Replication Locked
Continuous Integration and Continuous Deployment Locked
Model Deployment & Container Orchestration Locked
Virtualization & Code Isolation Locked
Model Performance Monitoring & Validation Locked
+ Exam - Compare and contrast various deployment environments 4 lectures
Containerization & Cluster Deployment Locked
Edge & Cloud Deployment Locked
Hybrid & On-Premises Deployment Locked
Comparing Deployment Environments & Security Locked

Ready to start building?

Test your knowledge with 105+ questions from the Operations and Processes section of the CompTIA DataAI (formerly named DataX) certification. Find out if you’re ready to ace the exam — can you implement common data-wrangling techniques? Can you implement best practices throughout the data science life cycle? Can you explain the importance of DevOps and MLOps principles in data science? Can you compare and contrast various deployment environments? And much more!

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