Tensors, core concepts and devices
Shapes, dtypes, operations, gradients and CPU, CUDA or MPS-compatible code.
Independent PTCA preparation
PyTorch Certification Ready
Prepare every official PTCA domain through hands-on practice.
A course aligned with the four PTCA blueprint domains, including labs, domain-level diagnostics and mock exams.
Machine Learning & AILIVE COURSE
10 h
of group sessions
Intermediate
level
FR + EN
Discord
01 — OUTCOME
What you’ll be able to do
Work confidently with tensors, devices and gradients
Build, train, test and save a model
Prepare data with Dataset, DataLoader and transforms
Measure and improve a PyTorch workflow’s performance
02 — CURRICULUM
A clear, progressive learning path
Detailed content may evolve to stay aligned with current tools and practices.
Training, testing and using models
Loops, losses, optimizers, gradients, saving, loading and inference.
Datasets, transforms and data loading
Dataset, DataLoader, transforms, batching, sampling and data preparation.
Neural networks with torch.nn
Modules, layers, activations, loss functions and trainable parameters.
Performance measurement and optimization
Profiler, mixed precision, torch.compile and CPU, GPU and memory diagnostics.
Distributed training and PTCA readiness
DDP principles, synchronization and mock exams weighted to the blueprint.
Project & deliverables
- A complete notebook from data preparation to inference
- An optimization lab with before-and-after measurements
- Two mock exams and a domain-based revision plan
Prerequisites
Basic Python and introductory Machine Learning knowledge are recommended. The PTCA exam officially has no prerequisites.
03 — FORMAT
Live guidance, practice and feedback.
Group sessions
Demonstrations, exercises, reviews and Q&A over video calls.
Practical deliverables
Guided outputs that apply the skills to realistic scenarios.
Discord
A private space for announcements, questions and peer support.
04 — ENROLMENT
One clear plan, delivered live with the group.
One-time payment. Software subscriptions, API credits and cloud services are not included.
Voluntary satisfaction guarantee
Join with confidence: request a full refund before the second group session begins.
Cohort
€499 TTC
The complete course, delivered live with your group.
- 10 h of live group training
- Exercises and guided deliverables
- Supporting resources
- Private Discord
- Certificate of completion
Full refund on request before the 2nd group session.
The schedule is sent by email.
05 — FAQ
Before joining the cohort
How is the course delivered?
The course includes 10 hours of live group sessions, exercises, practical deliverables and supporting resources.
When will I receive the schedule?
The cohort schedule is sent by email.
What does the Cohort plan include?
The plan includes 10 hours of live group training, guided exercises and deliverables, supporting resources, access to the private Discord and a certificate of completion.
What certificate will I receive?
At the end of the course, you will receive a Genial AI Academy certificate of completion confirming that you completed the training. It is separate from the official PTCA certification.
Is the course recorded?
The initial format is based on live sessions. Access to a complete recorded course library is not promised.
Can I pay by card or PayPal?
Yes. One-time payment is available by card through Stripe or with PayPal.
How does the guarantee work?
You may request a full refund before the second group session begins, without giving a reason.
Ready to begin?
A practical path, live interaction and a community to grow with.
View the plan