Micro text lessons
Bite-sized explainers tuned to your placement results so you master only the concepts still ahead of you.
Only 25 Lifetime Access Spots Left!
Launching 1st Dec 25
Master ML Math Fast (Without Wasting Time on the Wrong Stuff)
Personalized ML Math Blueprint: The AI-Driven System to Master Every Concept Fast
Start your ML career — finally mastering the math that once held you back.
Get Lifetime Access Now
Founder's Special — First 25 Only:
£119.99/year
£29
One-time payment. Lifetime access.
⚡ If you don't feel more confident with ML math after 30 days — you don't pay.
Adaptive lessons
No repeated content
Sound Familiar?
⏰
ML math feels overwhelming
Linear algebra, calculus, probability — you don't know where to start or what you actually need for machine learning.
😫
Wasted time on irrelevant math
Generic math courses teach everything except what you need. You're stuck re-learning basics instead of mastering ML concepts.
💼
ML jobs passing you by
You're missing out on ML engineer roles because the math seems too hard. Meanwhile, others with weaker coding skills are getting hired.
🎯
ML math tailored to you
Learn only the math you need for your ML goal. No wasted time on irrelevant topics — just the concepts that power real algorithms.
Why Wurlo beats other ML math courses
Generic ML courses waste months on basics. Wurlo teaches only what you need to know.
Other ML Math Courses
One-size-fits-all: Same linear algebra lectures for everyone, regardless of ML background
Wasted time: Hours on calculus theory when you just need derivatives for backpropagation
Fixed structure: Linear path that doesn't adapt to your progress
Generic curriculum: Not tailored to your ML goal (NLP, computer vision, etc.)
Static content: Same lectures whether you grasp concepts or struggle
Wurlo
Fully personalized: Course generated specifically for your current level and goals
Zero redundancy: Placement tests ensure you only learn what you don't know
Constantly adapts: Course regenerates after every quiz based on your performance
Goal-driven: Every lesson is designed to get you closer to your specific outcome
Dynamic intelligence: AI continuously optimizes your learning path in real-time
Claim Your Lifetime Access — £29
Protected by our 30-day money-back guarantee
How Wurlo works
A smarter loop from defining your goal to delivering only the lessons you still need.
1. Set your ML goal
Define your target: 'ML Engineer Role', 'Build Neural Networks', or 'Pass ML Interview'
2. Take the ML math placement test
Our AI tests your linear algebra, calculus, and probability knowledge to build your custom path.
3. Master ML math concepts
Learn matrix operations, gradients, and probability—exactly what you need for real ML algorithms.
What You Get
Everything you need to master ML math and start your career with confidence
✅ Personalized ML Math Course
Built just for you, focusing only on what you need.
✅ Gap-Finding AI
Uncovers what you haven't mastered yet.
✅ Adaptive Practice
Reinforces weak spots while skipping what you already know.
✅ Instant Explanations
Clear, step-by-step help whenever you get stuck.
✅ Career-Ready Mastery
Math you can confidently apply in real ML jobs.
Built for adaptive, goal-first learning
Powerful features that eliminate wasted time and keep you focused on what matters.
Personalised curriculum
Every module is generated for your skills, and the exact outcome you picked.
Placement-driven lessons
Smart tests surface gaps before you waste time.
Multi-format content
Text, videos, AI podcasts — all made for you.
Finish strong
Recaps and milestones lock in knowledge quickly so you cross the finish line faster.
Adaptive quizzes
Check-ins reshape your course in real-time.
Course formats built to keep you engaged
Every path blends formats that play to your strengths, align with your goal, and prevent repeat lessons.
Curated video paths
Full-length videos drop into your schedule with prompts and note-taking guidance tied to your target outcome.
AI podcasts & videos
AI-generated podcasts and explainer videos reinforce topics exactly when a concept needs another angle.
Dynamic quizzes
Frequent checks adapt difficulty and trigger fresh lessons so you never repeat what you already nailed.
🎁 Exclusive Bonuses Included
Everything you need to accelerate your ML math mastery
🌟 Instant Formula Sheet Generator
Coming SoonAuto-generate a PDF of all the formulas you've learned so far — with short human-readable explanations.
Value: £69
🧠 Free AI Placement Test
ML math diagnostic test that returns exactly what you need to learn to achieve your ML goal.
Value: £399
💼 ML Interview Math Pack
Coming SoonA downloadable pack of common ML interview questions — each linked to the math concept behind it.
Value: £89
🤖 AI Math Chatbot
Coming SoonWith lower hallucinations — get instant, accurate help whenever you're stuck on a concept.
Value: £299
💰 Total Value
£856 in bonuses
+ £119.99/year
£29
That's it! One-time payment.
Risk-Free 30-Day Guarantee
Frequently asked questions
Do I need to be good at math?
No. We assess what prerequisites you already understand, then build from there. Whether you need to start with basic matrices or jump straight to eigenvalues, we meet you at your level and fill every gap until you master all ML math.
What if I struggled with math before?
That's exactly who we built this for. We pinpoint which foundational concepts you're missing (algebra, basic calculus, etc.) and teach those first. Then we progressively build up through vectors, matrices, derivatives, and probability until you know everything needed for ML.
How much time do I need to commit?
15 minutes a day. Bite-sized lessons fit busy schedules—learn on breaks, commutes, or before bed.
What's included in the £29 lifetime deal?
All content, updates, and future lessons forever. Plus all 4 exclusive bonuses (worth £856). No subscriptions or extra fees. One-time £29 payment.
What makes this different from other ML math courses?
We start by testing what you already know across all ML math topics—from basic algebra to advanced probability. Then we create a progressive path that starts at your level and systematically teaches every concept you're missing, building from foundations to advanced ML math.
How is this different from Khan Academy or Coursera?
We focus exclusively on ML math with adaptive learning. No generic math courses or scattered videos—just what you need for machine learning.
Will this prepare me for ML job interviews?
Yes. Covers linear algebra, calculus, probability, and statistics—the exact math concepts tested in ML engineer interviews.
I haven't done advanced math in years. Can I still learn ML?
Absolutely. We identify which basics you need to refresh (algebra, trig, etc.), teach those first, then progressively guide you through vectors, matrices, calculus, probability, and statistics—covering everything required for ML. You'll build a complete foundation before tackling advanced concepts.
When does the £29 price expire?
After 25 members or 7 days. Price rises to £49, then £69, £89, then £14.99/month or £119.99/year.
What You Get as a Founder Member
Be one of the first 25 and get exclusive perks no one else will have access to
Direct Access to Founder
Get a direct line to the founder. Ask questions, share feedback, and influence the product roadmap directly.
Exclusive Founder Badge
Show off your founder status with a special badge on your profile that proves you were one of the first 25 believers.
Shape Future Features
Your feedback shapes what we build next — vote on features, suggest improvements, and talk directly with the founder.
Early Access to Beta
Be the first to test new features and improvements before they're released to everyone else.
Founder
£29
Limited to first 25 buyers
Only 25 spots remaining
Lifetime access to all content
All future updates free
Bonus: Instant Formula Sheet Generator (£69 value)
Bonus: Free AI Placement Test (£399 value)
Bonus: ML Interview Math Pack (£89 value)
Bonus: AI Math Chatbot (£299 value)
Founder badge
Direct line to founder
Early access to beta
30-Day Money-Back Guarantee
Not confident after 30 days? Get a full refund. No questions asked.
DEAL ENDS SOON
£29 Deal Ends In:
Price increases to £119.99/year after this timer runs out
Don't miss your chance at lifetime access for 76% off
7
Days
00
Hours
00
Minutes
00
Seconds
Early access
No subscription fees ever