United States · Grades 9 to 12 · AI and Python exams
AI certification for high school students
A tenth grader who has trained a first model often asks the same thing next: is there a certificate that says I can do this? There is more than one, and they are not alike. One comes from a testing company that sells to schools and test centers, some from a cloud provider for people starting careers, and one by a Python foundation that tests code rather than ideas. This page lays the four realistic options side by side using only what each issuer publishes: who may sit the exam, how long it runs, what it tests, how long the credential lasts, and what a teenager needs a parent to sign.
Live teaching since 2020 · 10,000+ students · We teach the skills; the issuers run the exams
The short answer
A US high school student can sit four realistic AI-related exams: Certiport's IT Specialist Artificial Intelligence (50 minutes), Microsoft's AI-901 Azure AI Fundamentals (pass mark 700), AWS Certified AI Practitioner (65 questions, ages 13 to 17 with a parent's consent) and the Python Institute's PCEP. Modern Age Coders teaches the skills behind them live online, ages 13 to 18, in a batch or one to one.
Learn the skills behind the badge
Courses that prepare a teenager for more than one exam
An exam measures a slice of what a student knows. These courses build the whole of it, and each one is taught live by a regular teacher.
Four exams a high schooler can realistically sit, side by side
Every cell below comes from the issuer's own page, read on 17 October 2026. Where an issuer publishes nothing on a point, the table says so rather than guessing. Exam fees are listed on each issuer's page and change by country, so check them there.
AI and Python certification exams open to US teenagers, from each issuer's published pages (read 17 October 2026)
Exam
Issuer
What it tests
Length
Pass mark
Lasts
Under-18 rule
IT Specialist: Artificial Intelligence
Certiport, a Pearson VUE business
Using AI to solve problems: data collection, feature engineering, NLP, feasibility, deployment planning
50 minutes, 45 to 50 questions
Set by Certiport
One-time issuance, valid from the date passed
Certiport says the series suits ages 14 and up
AI-901: Azure AI Fundamentals
Microsoft
AI concepts (40 to 45%) and building with Microsoft Foundry (55 to 60%)
Not stated on the exam page
700 on a 1 to 1,000 scale
Fundamentals certifications do not expire
No age rule on the pages we read
AWS Certified AI Practitioner
Amazon Web Services
AI, ML and generative AI concepts and AWS AI services
90 minutes, 65 questions
Set by AWS
This certification is valid for 3 years
13 or older; 13 to 17 with a parent or legal guardian's consent
PCEP: Certified Entry-Level Python Programmer
Python Institute (OpenEDG)
Python itself: data types, loops, functions, exceptions
40 minutes plus 5 for the agreement, 30 questions
70%
5 years
Not under 13; 13 to 17 with parental or legal guardian consent
How to read the table
Three of the four test ideas about AI. Only PCEP tests whether you can write and read code, and it tests Python rather than AI. PCEP makes a natural first exam because it rewards exactly the work a beginner is already doing.
The Microsoft pass mark is a scaled score. Microsoft says a score of 700 "may not equal 70% of the points", because harder question sets need fewer points to pass. Do not convert it to a percentage in your head.
Two details teenagers miss
Microsoft strongly recommends registering with a personal account, warning that with a work or school account "your exam records will be lost if you leave your organization". A student who registers through a school email can lose the record at graduation.
For AWS, "Candidates must be at least 13 years old at the time of scheduling an exam", and the Python Institute says children under 13 are not allowed to test or receive certification even with parental consent. A parent signs for both until the student turns 18.
The comparison table flattens real differences. Here is the detail behind each row, in the issuers' words where the words matter.
Certiport IT Specialist: AI
Certiport describes candidates as "AI enabled learners" who are prepared for the professional use of AI. It expects approximately 150 hours of instruction and hands-on experience with the topic, and Certiport says the American Council on Education recommends three college credits per IT Specialist exam passed. A recommendation is not a guarantee: each college decides for itself.
Microsoft AI-901
Microsoft updated the English version of this exam on April 15, 2026. It asks for knowledge of Python coding syntax and familiarity with Azure resources, which is more hands-on than the word Fundamentals suggests. The weight sits on building: "Implement AI solutions by using Microsoft Foundry" makes up 55 to 60% of the exam.
AWS AI Practitioner
AWS files this exam under its Foundational category and describes it as a starting point for people exploring AI and machine learning on AWS. It is the longest of the four at 90 minutes. Its credential lasts three years, the shortest stated validity of the four, and AWS lets a later exam renew it.
What changed in the IT Specialist AI objectives, from Certiport's blog of 29 April 2026
Change
What Certiport says
Data objective split in two
Objective 2 became "Data Collection & Transformation" and "Feature Engineering"
Language models named
"Objective 4.1 now covers Natural Language Processing (NLP)", with algorithm families in 4.1.2 to 4.1.6
New planning skills
Feasibility analysis, choosing visualization types for a data story, and planning for continuous integration and deployment
When
English, Spanish and French versions went live in June 2026
PCEP is also changing: the Python Institute lists PCEP-30-02 as the active version and PCEP-30-03 as scheduled for release on October 31, 2026 (as read on 17 October 2026), and says the update does not affect the five-year validity of credentials already earned. A student booking an exam this fall should check which version the voucher covers.
Parents are right to ask what a certification is worth. The answer is narrower than the marketing around exams suggests, and more useful once it is clear.
What it does show
That on one day, under supervised conditions, the student answered enough questions correctly on a published list of objectives. That is real information. The objectives are public, so anyone can see exactly what was measured.
For a younger teenager it is also a finish line. Preparing for a fixed date teaches revision habits that a self-paced tutorial never does.
What it does not show
It does not show that the student can build anything. An exam samples knowledge in a fixed time; a model on GitHub with an honest write-up of where it fails says more about ability than any badge.
It is not an admission ticket or a job offer, and no issuer claims it is. We make no such promise either: we teach the material, the student sits the exam, and the result belongs to them.
Three kinds of paper a student might collect, and what each one means (ours)
Kind
Example
Who checks the work
What it tells a reader
Certification exam
AWS AI Practitioner, PCEP
The issuer, in a proctored test
The objectives were met on test day
Course certificate
The free CS50 Certificate for CS50 AI
Course staff, from submitted projects
The projects were completed to a set standard
Portfolio
A repository with code, data and a write-up
Anyone who opens it
What the student can actually do
Harvard's CS50 AI offers its free certificate to anyone who submits and scores at least 70% on each of the course's projects; submitting needs an edX account, and edX says users must be at least 13. Federal policy has also moved toward credentials for teenagers: the April 23, 2025 executive order on AI education asks agencies to encourage dual enrollment so students can earn "industry-recognized AI credentials concurrent with high school education". Neither turns a certificate into a guarantee. Our own view of certificates is in a certificate earned, not given.
Choosing
Which exam fits which student
There is no single right order, but there is a sensible default. This table is our advice, not any issuer's.
A first certification by grade and goal (ours)
Student
A sensible first exam
Why
Grade 9, some Python
PCEP
Tests code they already write; 30 questions in 40 minutes
Grade 10, school AI unit done
IT Specialist: AI
Certiport suits it to ages 14 and up; covers data, features and NLP
Grade 11, wants cloud skills
AI-901 or AWS AI Practitioner
Both expect comfort with a cloud console
Grade 12, building a portfolio
Whichever fits the project
The project matters more; the exam confirms the vocabulary
Any grade, no code yet
None yet
Learn first; an exam taken too early mostly measures guessing
Start from the objectives. Download the issuer's objective list and tick what the student can already explain out loud. Under half ticked means the exam is months away, not weeks.
Check the age rule before paying. For AWS and PCEP a parent or legal guardian gives consent for students aged 13 to 17. Do this before buying a voucher.
Use a personal account. Register with the student's own personal email, not a school account, so the record survives graduation.
Book the practice test, then the exam. Every issuer here offers official practice material. Sit it under timed conditions first.
Build one thing alongside. Pair the exam with a small project that uses the same ideas, so the certificate has evidence behind it.
Decide what comes next. PCEP leads to PCAP; the AI exams lead to a real model and a write-up. Plan the next step before exam day.
A worked example
Practice a core AI fundamentals idea: precision versus recall
Judging a model by more than one number is a core idea in AI fundamentals. Here is the idea worked through in code, on a dozen made-up emails. Both scripts are ours; we ran them with Python 3.13 and scikit-learn 1.7.2 on 17 October 2026.
Output on our run: TP 4 FP 2 FN 1 TN 5, accuracy 0.75, precision 0.667, recall 0.8. The filter caught four of the five spam emails (recall 4/5) but two of the six emails it flagged were normal (precision 4/6).
Script 2 · the same numbers from scikit-learnpython
# The same check with scikit-learn (ours)
from sklearn.metrics import (confusion_matrix,
precision_score, recall_score)
actual = [1, 0, 1, 1, 0, 0, 1, 0, 0, 1, 0, 0]
predicted = [1, 0, 0, 1, 0, 1, 1, 1, 0, 1, 0, 0]
print(confusion_matrix(actual, predicted))
print(round(precision_score(actual, predicted), 3))
print(recall_score(actual, predicted))
Output on our run: [[5 2] [1 4]], then 0.667 and 0.8. In scikit-learn's confusion matrix each row is the true class and each column the predicted class, so the top row reads 5 normal emails let through and 2 wrongly flagged.
Why the two numbers disagree
Precision asks: when the filter shouts spam, how often is it right? Recall asks: of all the real spam, how much did it catch? scikit-learn defines them as tp / (tp + fp) and tp / (tp + fn), the same sums Script 1 does by hand.
Accuracy hides the trade. A filter that never flags anything would score 7 out of 12 here, about 58%, while catching no spam at all. That is our arithmetic, and it is the kind of trap a well-written question sets.
Why we teach it with code
A student who has typed pairs.count((0, 1)) knows what a false positive is. One who has only read the definition usually mixes up the two error types under exam pressure.
Change one value in the predicted list and run it again. Watching precision move while recall stays put is worth a page of notes.
Practice set
Six practice questions, written by us
These are ours, written in the spirit of the published objectives. They are not real exam items and no issuer has reviewed them. Answers are in the second column, so cover it first.
An original practice set on AI fundamentals (ours)
Question
Answer and reason
1. A model flags 10 photos as cats; 8 are cats. What is its precision?
0.8: 8 correct out of 10 flagged.
2. There were 16 cat photos and the model found 8. What is its recall?
0.5: it found half of the real cats.
3. A dataset has 95 normal transactions and 5 unusual ones. Why is 95% accuracy unimpressive?
Guessing normal every time scores 95% and finds nothing unusual.
4. You turn a column of dates into day of week. Which objective is this?
Feature engineering: making a new input the model can use.
5. Training accuracy is 99% and test accuracy is 70%. What is the likely problem?
Overfitting: the model memorized the training set.
6. A chatbot gives a confident wrong date. What should a responsible user do?
Check a primary source before repeating it; fluent text is not proof.
Questions 1 and 2 use the same model and land on different numbers, which is the whole point of the code above. Students who get question 3 right have understood why exams ask for more than accuracy. For the reasons models fail in the first place, see why machine learning models make mistakes.
Study plan
An eight-week plan for a first AI exam
Our plan for a high schooler preparing for the IT Specialist AI exam or AI-901 alongside school. It assumes some Python already; without it, add the PCEP material first.
Eight weeks to a first AI certification exam (ours)
Week
Focus
Proof of progress
1
Read the objective list; sort into known and unknown
A ticked list
2
Data: collecting, cleaning, splitting
A cleaned table and a train and test split
3
Features: what a model can learn from
Two new features and a sentence on each
4
Models: classification and regression
One trained model, scored
5
Evaluation: precision, recall, overfitting
The practice set above, all six right
6
Language and image AI, and their limits
One page in their own words
7
Responsible AI: bias, privacy, checking outputs
A short risk note on their own model
8
Official practice test, timed, then review
A score and a fix list
The hours, honestly
Certiport expects about 150 hours of instruction and practice. Spread over eight weeks that is 150 / 8 = 18.75 hours a week, our arithmetic, which is too much beside school. So start earlier or take the exam later.
Where we fit
Our classes cover the skills in weeks 2 to 7 as part of a normal course. The official practice test and booking stay with the student and the issuer.
If the score disappoints
Read the score report by objective, not the total. One weak objective is a week of work; three weak ones mean the exam came too soon.
From learner to certified
Four stages on the way to a first AI credential
Where a high schooler might start, and what moves them up a stage.
Stages toward an AI certification (ours)
Stage
In practice
1. User
Uses AI apps and can describe what they do
2. Coder
Writes Python and has trained one model on real data
3. Evaluator
Can say why a model is wrong, with numbers
4. Certified builder
Has passed an exam and shipped a project that matches it
For parents
Stage 2 is where an exam starts to make sense. Before it, money spent on a voucher mostly buys a lesson in guessing.
Ask your teenager to explain their model to you. If they can, stage 3 is close.
For students
Keep the exam objectives open beside your project. Each one you can point to in your own code is one you will not need to cram.
Plan for a pass, not a perfect score. The credential does not print the mark.
The course catalog
Nine courses for teenagers working toward a credential
Each is live and online, with a regular teacher, taught in a batch or one to one.
I
Exam-facing
Ages 13 and up
AICE / EXM / 01
PCEP and PCAP
The Python Institute's two entry exams, objective by objective.
A weather forecasting site with live conditions for any location.
by Krish
Fees
Fees
Exam vouchers are bought from the issuer and are not part of our fees. What we charge is for teaching, a month at a time in US dollars, with no term contract; stop after any month.
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Questions from families
AI certification for teenagers: common questions
Is there an AI certification for high school students?
Yes. Certiport's IT Specialist Artificial Intelligence exam is one, and Certiport says its IT Specialist exams suit ages 14 and up. AWS Certified AI Practitioner is open from 13, with a parent's consent until 18. Microsoft publishes no age rule for AI-901 on the pages we read, so check with Microsoft.
Can a 15 year old take the AWS Certified AI Practitioner exam?
Yes, with consent. AWS says candidates must be at least 13 when they schedule an exam, and candidates aged 13 to 17 may test with the consent of a parent or legal guardian.
How long is the Certiport IT Specialist AI exam?
Certiport lists each IT Specialist exam at 50 minutes, with 45 to 50 questions for Artificial Intelligence.
What score do you need to pass Microsoft AI-901?
Microsoft lists a passing score of 700 on a scale of 1 to 1,000. It is a scaled score, so Microsoft says it may not equal 70% of the points.
Do AI certifications expire?
It depends on the issuer. Microsoft says Fundamentals certifications do not expire, AWS says its AI Practitioner certification is valid for 3 years, the Python Institute lists PCEP as valid for 5 years, and Certiport describes its exams as a one-time issuance.
Is PCEP an AI certification?
No. PCEP tests entry-level Python: data types, loops, functions and exceptions. It pairs well with AI study because courses such as CS50 AI and libraries such as scikit-learn use Python.
Will an AI certification help with college admission?
We cannot promise that, and no issuer claims it. A certification shows that published objectives were met on one test day. Colleges decide for themselves what they value.
Should my teenager register with their school email?
Microsoft strongly recommends a personal account, warning that exam records tied to a school or work account will be lost if the student leaves that organization. Use a personal email for any exam.
Do you run the exams?
No. We teach the skills and the material in live classes. Students book and sit the exam directly with the issuer. We are not connected with Certiport, Microsoft, AWS or the Python Institute.
When are your classes for US students?
Weekdays or weekends, flexible: choose your batch, or for a very personalised plan choose 1-on-1 at your convenience, weekend mornings or weekdays.
What do your classes cost?
The first class is free. After that families pay monthly for teaching, and the fees section of this page shows the figure in US dollars. Exam vouchers are separate and come from the issuer.
ML and AI competitions for US high schoolers, 2026-27, from the official rules.
Start here
Book a free first class
Tell us which exam your teenager is eyeing and what they have built so far. The teacher reads the objective list with them in the first class and says honestly how far away the exam is.
We teach from India over live video, so classes reach every US state without a commute. WhatsApp is the fastest way to reach us from the US.
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