AI & Data

Training: PyTorch

The PyTorch training is an intensive two-day course, with 80% focused on hands-on workshops and 20% on theory.

Duration
6h
Ask about the program → See all
Who it's for

Ideal for teams that…

1 Developers and data engineers who want to expand their skills with PyTorch
2 Data scientists who want to apply PyTorch in their projects
3 AI and ML enthusiasts eager to start working with PyTorch
Outcomes after the program

Hands-on AI and data analytics workshops — built around your team's real cases.

✓

How to install and configure PyTorch in your working environment

✓

How to build, train, and optimize machine learning models with PyTorch

✓

How to implement advanced neural networks such as CNNs and RNNs

✓

How to prepare and deploy PyTorch models in production environments

Program · 2 modules

What we actually do

M01
Day 1: Introduction to PyTorch and Machine Learning Fundamentals
  • · History and development of PyTorch
  • · Architecture and main components
  • · Installing PyTorch and dependencies
  • · Setting up the environment (Jupyter Notebook, Google Colab)
  • · Operations on tensors, autograd, and computation graphs
  • · Building and running simple models
  • · Implementing a linear model in PyTorch
  • · Training and evaluating the model on real data
M02
Day 2: Advanced Techniques and Practical Applications
  • · Neural networks and their architecture
  • · Implementing and training Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs)
  • · Optimization and regularization techniques
  • · Fine-tuning pretrained models in PyTorch
  • · Preparing and processing image data
  • · Implementing and training a CNN for image classification
  • · Exporting models and preparing for deployment
  • · Practical aspects of deploying models in production environments
Every module is adapted to your stack and context. The above is a starting point — not a fixed agenda.
How we work

From brief to retro in 30 days.

01

Brief & diagnosis

A call with the team lead + a short survey for participants. We define goals, gap and context.

02

Program customization

We adapt modules, case studies and code examples to your stack. Approval in 5 days.

03

Workshop

Trainer-led sessions, hands-on, code review. Mentor available between sessions too.

04

Retro + report

Outcome report for the team and lead. 30 days of consulting included.

Inquiry

Send a brief. We'll reply within 1 day.

After a short brief we'll prepare a program and a quote. No obligations — it's just a starting point.

✓Quote within 48h of the brief
✓First session within 30 days
✓Pilot before the full decision
✓VAT invoice, payment in instalments possible

Ochrona antyspamowa (Cloudflare Turnstile) zostanie aktywowana po wpięciu klucza.

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