Your assessment
LLM Fundamentals moves to the front.
Your results decide which gap deserves your time first.
A structured AI/ML learning system
for professionals and students
for professionals and students
Learn AI/ML in the right order, in the time you have today.
FersmithAI turns your learning map and available time into a daily study plan. Learn through podcasts, video, code, flashcards, production failure modes, and interview questions.
How much time can you give your future self today?
Full curriculum included · Card required · Cancel before the trial ends and you won’t be charged
Watch a real FersmithAI session, from login to completed lesson.
28AI/ML modules
16hands-on labs
902flashcards
720interview questions
From your learning map to today’s session
Your next step is already chosen.
Choose 5, 15, 30, or 60 minutes. FersmithAI uses your learning map to pull the next lesson, review, or practice task from your learning path.
Study the complete AI Agents module freeYour time today
30 minutes
The session fits the time you chose at check-in.
Today’s plan
One clear session, ready when you are.
Episode 1: Theory → Reality20 min
Video summary5 min
Glossary review5 min
Everything stays connected
Your progress lives in one place.
Learn the theory. Run the code. Practice the interview question. FersmithAI carries the result into tomorrow’s plan.
One module, several study moments
Listen on the move. Run the code at your desk.
Each module has 3 podcast episodes, a video recap, code, flashcards, and interview questions. The same topic moves from theory to production failure modes, then interview practice.
LEARN
Audio lesson and transcript
REVIEW
Video summary
PRACTICE
Flashcards and interview questions
Your first session starts with the time you have today.
Start my 3-day trialBuilt and used by
its first learner
Why FersmithAI exists
“I finished my master’s in Computer Engineering-Information Technologies while working full-time cabin crew and raising my son. I built the system I needed in the gaps: layovers, night shifts, and nap times.”
Sinem, founder of FersmithAIChemical Engineer → MSc in IT/AI → Solo builder
Common questions
What to know before you start.
What is FersmithAI?
FersmithAI is a structured AI/ML learning platform that turns a learning map and the time you have today into a focused study session. The curriculum covers the path from Python and machine learning foundations to LLMs, MLOps, and building AI products.
Who is FersmithAI for?
It is built for professionals and students moving toward AI engineering, ML engineering, data science, or data engineering. It also suits people already in the field who want to organize gaps in their knowledge.
How does the daily study plan work?
Choose 5, 15, 30, or 60 minutes. FersmithAI uses your learning map and progress to choose the next lesson, review, or practice task for that session.
Does FersmithAI include coding and interview preparation?
Yes. Modules combine podcasts, video summaries, code examples, flashcards, production failure modes, and interview questions. Hands-on labs turn selected topics into terminal work.
Can I try FersmithAI for free?
Yes. The complete AI Agents & Tool Use module is open without an account or card. It includes 3 podcast episodes with transcripts, a video summary, code, flashcards, and interview questions.
Simple pricing
The full curriculum. One commitment to your next chapter.
Every plan includes the full curriculum. Start with a 3-day trial: card required, cancel anytime before it ends and you won't be charged.
30-day money-back guarantee, no questions asked.
Recommended
Annual
$25 / month
$300 billed yearly, save 36% vs. monthly. Cancel anytime to stop renewing.
Start 3-day trialPrices shown for your region. The final amount is set at checkout from your billing country.