AWS holds roughly 31% of the global cloud infrastructure market — more than Microsoft Azure and Google Cloud combined. That dominance means one thing for job seekers: AWS certification carries real weight on a resume, and the hiring signal is measurable. AWS-certified professionals earn a median salary of around $120,000–$160,000 depending on the credential level, according to multiple compensation surveys from 2024–2025. The training ecosystem that sits behind those credentials is large, overlapping, and easy to waste money navigating. This guide cuts through it.
What AWS Training by Amazon Actually Is
AWS training by Amazon refers to the official learning programs produced and maintained directly by Amazon Web Services — not third-party courses that happen to cover AWS topics. The official programs live at aws.amazon.com/training and include:
- AWS Skill Builder — Amazon's own learning platform, with both a free tier and a paid Individual subscription (~$29/month). It hosts hundreds of digital courses, hands-on labs via AWS Console, and official exam prep content.
- AWS Classroom Training — instructor-led courses delivered virtually or in person through Amazon's authorized training partners (ATPs). These are expensive, typically $300–$3,000+ per course, and aimed at teams rather than individual learners.
- AWS re/Start, re/Skill, and Cloud Practitioner Essentials — free or subsidized workforce development programs targeting career changers, veterans, and underrepresented groups. AWS re/Start, for example, is a full-time cohort program offered through nonprofit and educational partners at no cost to eligible participants.
The certifications themselves are separate from training — you pay Amazon a $150–$300 exam fee regardless of where you studied. Training and certification are related but distinct products.
AWS Training by Amazon: The Certification Paths
Amazon structures its certifications into four tiers and several specialty domains. Understanding the map before you pick a starting point saves significant time and money.
Foundational
AWS Certified Cloud Practitioner (CLF-C02) and the newer AWS Certified AI Practitioner (AIF-C01) sit at this level. These are not technical certifications — they're designed for non-engineers, managers, and people validating that they understand what cloud infrastructure is. Cloud Practitioner has been around long enough to have a mixed reputation; some hiring managers weight it heavily, others treat it as table stakes. AI Practitioner is newer (launched late 2024) and fills a gap for people who work adjacent to ML systems without building them.
Associate
Three exams: Solutions Architect Associate (SAA-C03), Developer Associate (DVA-C02), and SysOps Administrator Associate (SOA-C02). Solutions Architect is far and away the most recognized by employers — it appears on more job descriptions than any other AWS credential. If you're entering cloud for the first time and want a certification that moves the needle in recruiting, start here.
Professional
Solutions Architect Professional (SAP-C02) and DevOps Engineer Professional (DOP-C02). These are genuinely difficult. SAP-C02 in particular has a reputation for scenario-heavy questions that require knowing not just what AWS services do, but when to use one over another under specific constraints. Most people spend six months or more preparing for these while already holding the associate-level equivalent.
Specialty
Six specialty certifications cover Advanced Networking, Security, Machine Learning, Database, Data Analytics, and SAP on AWS. The Advanced Networking Specialty (ANS-C01) is one of the harder exams Amazon offers and is valued highly in enterprise networking roles. Machine Learning Specialty (MLS-C01) is frequently required or preferred for ML engineering positions at companies running AWS infrastructure.
Official AWS Training vs. Third-Party Prep: An Honest Comparison
AWS Skill Builder's official content is accurate and kept reasonably current. The problem is depth — the official courses explain concepts but often don't prepare you for how the exam actually tests those concepts. The question style, especially at the Associate and Professional levels, rewards pattern recognition that you build through practice exams and worked scenarios, not conceptual overviews.
Third-party instructors who specialize in AWS certification — particularly those publishing on Udemy — have iterated their content through hundreds of thousands of student attempts and exam feedback. That feedback loop produces prep material that is often more exam-relevant than the official courses, even if it occasionally lags behind service updates.
The practical approach most people use: official AWS documentation and Skill Builder for conceptual gaps, third-party video courses for structured learning, and third-party practice exams to simulate real test conditions. Paying for both official and third-party isn't necessary — the overlap is significant.
Top Courses for AWS Training by Amazon Exams
These are the highest-rated courses currently available for AWS certification prep, based on rating and student volume.
AWS Certified Solutions Architect Associate (SAA-C03)
This is the go-to SAA-C03 prep course — it covers every service domain on the exam with scenario-based explanations that mirror how Amazon actually writes its questions. Rated 9.6 on Udemy. If you only buy one course for this exam, this is the one most serious candidates use.
AWS Certified AI Practitioner Practice Exams | AIF-C01 | 2026
Practice exams specifically built for the AIF-C01, one of Amazon's newest credentials. Rated 9.8. Given how recently this exam launched, dedicated practice banks with updated question sets are in short supply — this fills that gap.
AWS SAA-C03 Practice: 850+ Questions on Networking
Networking is consistently the most difficult domain for Solutions Architect candidates. This focused question bank targets exactly that weak spot, with 850+ questions covering VPC, Route 53, CloudFront, and hybrid connectivity. Rated 9.6 and pairs well with any SAA-C03 video course.
AWS Certified Advanced Networking Specialty Course [ANS-C01]
The Advanced Networking Specialty exam has a low pass rate and demands deep knowledge of AWS network architecture at scale. Rated 9.6. This is the right prep course if you're targeting enterprise networking roles where ANS-C01 is listed as a requirement.
AWS SAP-C02 Practice Exams: 540 Realistic Questions 2026
SAP-C02 is one of the hardest exams in the AWS certification portfolio. These 540 practice questions are specifically described as realistic — which matters, because low-quality SAP-C02 practice banks with generic questions are a known problem in this space. Rated 9.5.
Google Cloud IAM and Networking for AWS Professionals
Specifically useful for AWS professionals expanding into multi-cloud environments — covers GCP IAM and networking through the lens of what AWS practitioners already know. Rated 9.7 on Coursera. Relevant if your role involves hybrid or multi-cloud architecture rather than AWS-only deployments.
Who Should Use Official AWS Training (and Who Should Skip It)
Use official AWS training if:
- Your employer has an AWS training budget and is covering Skill Builder subscriptions or classroom courses.
- You're in AWS re/Start or a similar workforce program where official training is provided as part of the cohort.
- You need to understand a specific AWS service in depth for a work project, not just pass an exam — the official service-specific training is often more thorough than third-party content on niche topics.
- You're studying for Cloud Practitioner or AI Practitioner, where the foundational-level official content is generally sufficient.
Skip or deprioritize official AWS training if:
- You're self-funded and preparing for Associate or Professional-level exams — third-party courses provide better exam prep per dollar.
- You're time-constrained — official content tends to be longer and less focused than exam-specific third-party courses.
- You've tried Skill Builder and found it dry. Some people do; the official UX is functional but not engaging.
FAQ
Is AWS training by Amazon free?
Some of it is. AWS Skill Builder has a free tier with hundreds of digital courses, and programs like AWS re/Start and Cloud Practitioner Essentials are offered at no cost in certain contexts. The paid Individual subscription to Skill Builder runs about $29/month and unlocks hands-on labs. Instructor-led classroom training through authorized partners is not free — it's typically the most expensive option in the AWS training ecosystem.
Do you need to take Amazon's official training to pass AWS certification exams?
No. The exams are vendor-neutral in the sense that you can study however you choose. Many people pass AWS certifications — including Professional and Specialty level — without using any official AWS training content. Third-party video courses and practice exam banks are the dominant prep method among self-funded candidates.
Which AWS certification should you start with?
It depends on your role. If you're an engineer moving into cloud or an existing developer working in AWS-heavy environments, Solutions Architect Associate (SAA-C03) is the most recognized first credential. If you're non-technical or in a business/management role, Cloud Practitioner makes more sense. AI Practitioner is a reasonable alternative to Cloud Practitioner if your work is adjacent to ML or AI products on AWS.
How long does AWS training by Amazon take?
For Cloud Practitioner, most people are exam-ready in 4–8 weeks studying part-time. Solutions Architect Associate typically takes 2–4 months. Professional-level certifications require most candidates to already hold the associate equivalent and then spend another 3–6 months preparing. Specialty certifications vary widely — Advanced Networking is considered one of the most time-intensive.
Are AWS certifications worth it in 2026?
For most cloud-focused roles, yes — but the value is uneven by certification level. Associate-level credentials, particularly Solutions Architect, are widely recognized by recruiters and appear on a large volume of job descriptions. Professional and Specialty credentials signal deep expertise and tend to matter more in larger organizations with formal vendor relationships with AWS. Foundational credentials are increasingly treated as hygiene rather than differentiators in technical hiring.
What is the difference between AWS training and AWS certification?
Training is the preparation — courses, labs, practice exams, and study materials. Certification is the exam and the resulting credential. Amazon sells both, but they're separate purchases. You can obtain a certification without purchasing any Amazon training, and you can complete training without sitting for an exam. Many employers pay for training separately from exam vouchers.
Bottom Line
AWS training by Amazon is a broad category that includes genuinely valuable free programs (re/Start, foundational Skill Builder content) alongside expensive classroom training that most individual learners have no reason to pay for. For exam preparation specifically, third-party courses paired with dedicated practice exam banks outperform official content on a cost-per-pass-rate basis at the Associate level and above.
If you're choosing a starting point: Solutions Architect Associate is the most marketable first AWS certification for technical roles, and the combination of a structured video course with a focused practice exam bank is the most reliable way to pass it. If you're non-technical or working adjacent to cloud infrastructure, Cloud Practitioner or AI Practitioner is the appropriate entry point, and official AWS Skill Builder content is sufficient for both.
The certifications that justify the most preparation time — SAP-C02 and the Advanced Networking Specialty — have real scarcity value in hiring because few people hold them. If your career is pointed toward senior cloud architecture or enterprise networking, the investment is defensible.