AI Engineering and MLOps
SkillQuest AI · SkillQuest AI Engineering and MLOps
Best for: AI engineers, platform teams, and DevOps professionals

216 adaptive preparation courses—including an eight-course vendor-neutral AI program, 25 cloud, 100 technical, and 50 medical certifications—with permanent progress for every account.
SkillQuest AI · SkillQuest AI Engineering and MLOps
Best for: AI engineers, platform teams, and DevOps professionals
SkillQuest AI · SkillQuest AI Applied AI Achievement
Best for: Learners demonstrating end-to-end AI judgment
SkillQuest AI · SkillQuest AI Data Foundations
Best for: Analysts, data professionals, and AI practitioners
SkillQuest AI · SkillQuest AI Generative AI Foundations
Best for: Professionals building or evaluating generative AI applications
SkillQuest AI · SkillQuest AI Machine Learning Foundations
Best for: AI developers and aspiring machine-learning engineers
SkillQuest AI · SkillQuest AI Prompt and Context Practice
Best for: AI product teams, educators, and automation builders
SkillQuest AI · SkillQuest AI Responsible AI Practice
Best for: Leaders, governance professionals, and AI practitioners
SkillQuest AI · SkillQuest AI Fundamentals
Best for: Learners beginning an AI career
IAPP · AIGP
No formal prerequisite; pass exam
IAPP · CIPP/US
No formal experience prerequisite; pass exam
IIA · CIA
Degree or experience pathway plus three exams
IIBA · CBAP
7,500 hours BA experience; 35 development hours; references; exam
ACMP · CCMP
Change experience plus 21 hours qualifying training; exam
Prosci · Prosci Certified Change Practitioner
Complete certification program and assignments
FinOps Foundation · FinOps Practitioner
Foundation-level knowledge and exam
Oracle University · OCI Certification
Foundation has no technical prerequisite; advanced exams vary
AWS · AWS Administrator and Solutions Architect preparation
Best for: AWS administrators and solution architects
AWS · AWS Certified Cloud Practitioner preparation
Best for: Learners preparing for the AWS Cloud Practitioner exam
AWS · AWS DevOps, Data, and AI preparation
Best for: AWS DevOps, data, and AI professionals
SkillQuest AI · SCCA pathway
Best for: Cloud administrators
SkillQuest AI · SCCE pathway
Best for: Cloud engineers and developers
SkillQuest AI · SCCA pathway
Best for: Database and cloud operations professionals
SkillQuest AI · SCCA pathway
Best for: Cloud administrators and identity professionals
SkillQuest AI · SCCE pathway
Best for: Platform and cloud-native engineers
SkillQuest AI · SCCA pathway
Best for: Systems administrators moving to cloud
SkillQuest AI · SCCA-P pathway
Best for: Reliability engineers and cloud architects
SkillQuest AI · SCCA pathway
Best for: Cloud administrators and data engineers
Google Cloud · Google Cloud Digital Leader and Associate Cloud Engineer preparation
Best for: Learners preparing for Google Cloud foundational and engineer credentials
SkillQuest AI · SCCDE pathway
Best for: Cloud engineers and DevOps professionals
Microsoft · Azure Architect and DevOps preparation
Best for: Azure architects, developers, and DevOps professionals
Microsoft · Azure Fundamentals and Administrator preparation
Best for: Learners preparing for Azure fundamentals and administration exams
Microsoft · Azure Security, Data, and AI preparation
Best for: Azure security, data, and AI professionals
SkillQuest AI · SCCAIE pathway
Best for: Cloud data and AI engineers
SkillQuest AI · SCCA-P pathway
Best for: Cloud architects and senior engineers
SkillQuest AI · SCCF pathway
Best for: Learners beginning a cloud career
SkillQuest AI · SCCDE pathway
Best for: Cloud DevOps and platform engineers
SkillQuest AI · SCCF pathway
Best for: Cloud engineers and network professionals
SkillQuest AI · SCCSE pathway
Best for: Cloud security professionals
SkillQuest AI · SCMCA pathway
Best for: Enterprise cloud architects
SkillQuest AI · SCMCE pathway
Best for: Engineers operating across cloud providers
SkillQuest AI · SCCF pathway
Best for: Infrastructure and virtualization professionals
Automation Anywhere · Automation Anywhere Certification
Learning trail plus applicable exam
AIIM · CIP
Information-management knowledge recommended; pass exam
HubSpot Academy · HubSpot Digital Marketing
Complete lessons, quizzes, and assessment
Google · Google Career Certificate
No degree or experience required; complete courses and assessments
Meta · Meta Blueprint Certification
Role-specific advertising knowledge and exam
Coursera · Coursera Professional Certificate
Program dependent; many require no prior experience
ACCA · ACCA
Exams, ethics module, and 36 months relevant experience
IMA · CMA
Bachelor's or qualifying credential, two years experience, two exams
AFP · CTP
Usually two years treasury or corporate-finance experience; pass exam
AICPA & CIMA · CGMA
Professional exams plus three years relevant experience
CFA Institute · CFA Charter
Eligibility plus three exam levels and qualifying work experience
GARP · FRM
Pass Parts I and II plus two years relevant experience
WorldatWork · CCP
Complete required compensation courses and exams
ATD · CPTD
Generally five years talent-development experience plus 60 development hours
HRCI · PHR
Experience pathway based on education level
SHRM · SHRM-CP
No degree or HR experience required; pass exam
AACN · CCRN
Best for: Critical-care nurses
AANPCB · FNP-C
Best for: Nurse practitioners
AAPC · CIC
Best for: Hospital inpatient coding
AAPC · CPB
Best for: Medical billing
AAPC · CPC
Best for: Physician-office medical coding
AAPC · CPCO
Best for: Healthcare compliance
AAPC · CPMA
Best for: Medical auditing/compliance
AAPC · CRC
Best for: Medicare/risk-adjustment coding
AHIMA · CCS-P
Best for: Physician-based coding
AHIMA · CDIP
Best for: Clinical documentation integrity
AHIMA · CCA
Best for: Entry-level medical coders
AHIMA · CCS
Best for: Experienced hospital coders
AHIMA · CHDA
Best for: Healthcare data analysts
AHIMA · CHPS
Best for: Healthcare privacy/security
AHIMA · RHIA
Best for: Health information managers
AHIMA · RHIT
Best for: Health information technicians
AMT · RMA
Best for: Medical assistants
AMT · RPT
Best for: Phlebotomists
ANCC · NI-BC
Best for: Nurses moving into health IT/informatics
ARDMS · RDCS
Best for: Echocardiography
ARDMS · RDMS
Best for: Ultrasound/sonography
ARRT · CT
Best for: CT technologists
ARRT · MRI
Best for: MRI technologists
ARRT · R.T.(R)
Best for: X-ray/radiologic technologists
ASCP · MLS(ASCP)
Best for: Medical laboratory scientists
ASCP · MLT(ASCP)
Best for: Medical laboratory technicians
ASCP · PBT(ASCP)
Best for: Laboratory phlebotomy
BCEN · CEN
Best for: Emergency-room nurses
CBIC · CIC
Best for: Infection prevention professionals
CCI · CCT
Best for: EKG, Holter and stress-testing technicians
CCI · RCIS
Best for: Cardiac cath lab professionals
AAMA · CMA (AAMA)
Best for: Professional medical assistants
HIMSS · CAHIMS
Best for: Entry-level health IT professionals
HIMSS · CPHIMS
Best for: Experienced healthcare IT professionals
NAHAM · CHAA
Best for: Patient access, registration and hospital front office
NBRC · CRT
Best for: Respiratory therapists
NBRC · RRT
Best for: Advanced respiratory therapists
NCCT · NCET
Best for: ECG technicians
NCCT · NCMA
Best for: Medical assistants
NCCT · NCPT
Best for: Phlebotomists
NHA · CBCS
Best for: Medical billing/coding
NHA · CCMA
Best for: Medical assistants
NHA · CET
Best for: EKG/ECG technicians
NHA · CEHRS
Best for: EHR/medical records
NHA · CMAA
Best for: Medical office/admin
NHA · CPCT/A
Best for: Hospital patient-care technicians
NHA · CPhT (ExCPT)
Best for: Pharmacy technicians
NHA · CPT
Best for: Phlebotomists
PTCB · CPhT
Best for: Pharmacy technicians
PTCB · CSPT
Best for: Advanced pharmacy technicians
Scrum Alliance · CSM
Complete an approved 16-hour course and pass the exam
PMI · PMP
Degree plus 36 months or secondary diploma plus 60 months of experience; 35 training hours
Scrum.org · PSM I
No required course or experience; 85 percent passing score
Scaled Agile · SAFe Agilist
Leading SAFe training and exam
CSSC · Lean Six Sigma Green Belt
No formal experience prerequisite for standard certification
ASQ · CSSGB
Three years paid relevant experience; pass exam
ASCM/APICS · CPIM
No degree or experience prerequisite; pass exam
ISM · CPSM
Bachelor's plus three years or five years without degree; three exams
CSCMP · SCPro Level One
Bachelor's or four years relevant experience; pass exam
AWS · AWS Certified AI Practitioner
Best for: AI and machine-learning professionals
AWS · AWS Certified Cloud Practitioner
Best for: Cloud professionals
AWS · AWS Developer Associate
Best for: Cloud professionals
AWS · AWS DevOps Engineer Professional
Best for: DevOps and platform engineers
AWS · AWS Machine Learning Engineer Associate
Best for: AI and machine-learning professionals
AWS · AWS Solutions Architect Associate
Best for: Cloud professionals
AWS · AWS Solutions Architect Professional
Best for: Cloud professionals
AWS · AWS SysOps Administrator Associate
Best for: Cloud professionals
Linux Foundation · Certified Kubernetes Administrator CKA
Best for: DevOps and platform engineers
Linux Foundation · Certified Kubernetes Application Developer CKAD
Best for: DevOps and platform engineers
Linux Foundation · Certified Kubernetes Security Specialist CKS
Best for: Cybersecurity professionals
Cisco · Cisco CCIE Enterprise Infrastructure
Best for: Networking professionals
Cisco · CCNA
Best for: Networking professionals
Cisco · Cisco CCNP Enterprise
Best for: Networking professionals
Cisco · Cisco CCNP Security
Best for: Cybersecurity professionals
Cloudera · Cloudera CDP Certification
Best for: Data and analytics professionals
CompTIA · CompTIA A+
Best for: Technical professionals
CompTIA · CompTIA CySA+
Best for: Technical professionals
CompTIA · CompTIA Linux+
Best for: Infrastructure and Linux professionals
CompTIA · CompTIA Network+
Best for: Networking professionals
CompTIA · CompTIA PenTest+
Best for: Cybersecurity professionals
CompTIA · Security+
Best for: Cybersecurity professionals
CompTIA · CompTIA SecurityX
Best for: Cybersecurity professionals
Databricks · Databricks Data Engineer Associate
Best for: Data and analytics professionals
Databricks · Databricks Data Engineer Professional
Best for: Data and analytics professionals
Databricks · Databricks Generative AI Engineer Associate
Best for: AI and machine-learning professionals
Databricks · Databricks Machine Learning Associate
Best for: AI and machine-learning professionals
Databricks · Databricks Machine Learning Professional
Best for: AI and machine-learning professionals
Docker · Docker Training / Certification Path
Best for: DevOps and platform engineers
EC-Council · EC-Council CEH
Best for: Cybersecurity professionals
Elastic · Elastic Certified Engineer
Best for: Database professionals
GIAC · GIAC GCIA
Best for: Cybersecurity professionals
GIAC · GIAC GCIH
Best for: Cybersecurity professionals
GIAC · GIAC GCSA
Best for: Technical professionals
GIAC · GSEC
Best for: Cybersecurity professionals
GitHub · GitHub Actions
Best for: DevOps and platform engineers
GitHub · GitHub Advanced Security
Best for: Cybersecurity professionals
GitHub · GitHub Foundations
Best for: DevOps and platform engineers
Google Cloud · Google Associate Cloud Engineer
Best for: Cloud professionals
Google Cloud · Google Cloud DevOps Engineer
Best for: DevOps and platform engineers
Google Cloud · Cloud Digital Leader
Best for: Cloud professionals
Google Cloud · Google Cloud Security Engineer
Best for: Cybersecurity professionals
Google Cloud · Google Professional Cloud Architect
Best for: Cloud professionals
Google Cloud · Google Professional Cloud Developer
Best for: Cloud professionals
Google Cloud · Google Professional Data Engineer
Best for: Data and analytics professionals
Google Cloud · Google Professional ML Engineer
Best for: Technical professionals
HashiCorp · HashiCorp Terraform Associate
Best for: DevOps and platform engineers
HashiCorp · HashiCorp Vault Associate
Best for: Cybersecurity professionals
IAPP · IAPP Certified Information Privacy Technologist CIPT
Best for: Cybersecurity professionals
IBM · IBM AI Engineering Professional Certificate
Best for: AI and machine-learning professionals
ISACA · ISACA CGEIT
Best for: Cybersecurity professionals
ISACA · CISA
Best for: Cybersecurity professionals
ISACA · ISACA CISM
Best for: Cybersecurity professionals
ISACA · ISACA CRISC
Best for: Cybersecurity professionals
ISC2 · ISC2 CCSP
Best for: Technical professionals
ISC2 · ISC2 Certified in Cybersecurity CC
Best for: Cybersecurity professionals
ISC2 · CISSP
Best for: Cybersecurity professionals
PeopleCert · ITIL 4 Foundation
Best for: IT service-management professionals
CloudBees · Jenkins / CloudBees CI Certification
Best for: DevOps and platform engineers
Linux Foundation · Kubernetes and Cloud Native Associate KCNA
Best for: DevOps and platform engineers
Linux Foundation · Linux Foundation LFCS
Best for: Infrastructure and Linux professionals
LPI · LPIC-1 Linux Administrator
Best for: Infrastructure and Linux professionals
Microsoft · Microsoft Azure Administrator AZ-104
Best for: Cloud professionals
Microsoft · Microsoft Azure AI Engineer Associate
Best for: AI and machine-learning professionals
Microsoft · Azure AI Fundamentals
Best for: AI and machine-learning professionals
Microsoft · Microsoft Azure Developer AZ-204
Best for: Cloud professionals
Microsoft · Microsoft Azure Fundamentals AZ-900
Best for: Cloud professionals
Microsoft · Microsoft Azure Security Engineer
Best for: Cybersecurity professionals
Microsoft · Microsoft Azure Solutions Architect Expert
Best for: Cloud professionals
Microsoft · Microsoft Cybersecurity Architect Expert
Best for: Cybersecurity professionals
Microsoft · Microsoft DevOps Engineer Expert
Best for: DevOps and platform engineers
Microsoft · Microsoft Fabric Analytics Engineer
Best for: Data and analytics professionals
Microsoft · Microsoft Fabric Data Engineer
Best for: Data and analytics professionals
Microsoft · Microsoft Power BI Data Analyst
Best for: Data and analytics professionals
MongoDB · MongoDB Associate Database Administrator
Best for: Database professionals
MongoDB · MongoDB Associate Developer
Best for: Database professionals
Nutanix · Nutanix Certified Professional
Best for: Infrastructure and Linux professionals
NVIDIA · NVIDIA AI Certification
Best for: AI and machine-learning professionals
NVIDIA · NVIDIA Generative AI LLM Associate
Best for: AI and machine-learning professionals
OffSec · OffSec OSCP
Best for: Cybersecurity professionals
Oracle · Oracle Database Administration Certification
Best for: Database professionals
Oracle · Oracle Database SQL Certification
Best for: Database professionals
Oracle · Oracle OCI Architect Professional
Best for: Cloud professionals
Oracle · Oracle OCI Foundations
Best for: Cloud professionals
Red Hat · Red Hat OpenShift Administration Specialist
Best for: DevOps and platform engineers
Red Hat · Red Hat RHCE
Best for: Infrastructure and Linux professionals
Red Hat · RHCSA
Best for: Infrastructure and Linux professionals
Salesforce · Salesforce Certified Administrator
Best for: Enterprise-platform professionals
Salesforce · Salesforce Platform Developer I
Best for: Enterprise-platform professionals
SAP · SAP S/4HANA Certification
Best for: Enterprise-platform professionals
SAS · SAS Certification
Best for: Data and analytics professionals
ServiceNow · ServiceNow Certified Application Developer
Best for: Enterprise-platform professionals
ServiceNow · ServiceNow CSA
Best for: Enterprise-platform professionals
Snowflake · Snowflake SnowPro Advanced Data Engineer
Best for: Data and analytics professionals
Snowflake · SnowPro Core
Best for: Data and analytics professionals
Splunk · Splunk Core Certified Power User
Best for: Technical professionals
Tableau · Tableau Certified Data Analyst
Best for: Data and analytics professionals
TensorFlow · TensorFlow Learning/Certification Path
Best for: AI and machine-learning professionals
UiPath · UiPath Certified Professional
Best for: Enterprise-platform professionals
VMware/Broadcom · VMware VCP Track
Best for: Infrastructure and Linux professionals
Credential requirements are based on user-provided source snapshots. The courses are independent SkillQuest AI preparation content and are not provider endorsements. Medical courses do not provide clinical authorization or medical advice.