TensorFlow

The TensorFlow training is an intensive two-day course focused on the practical application of this popular machine learning framework.

Duration

16h · 2 days

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Who it's for

Ideal for teams that…

1 Developers and data engineers who want to expand their skills with TensorFlow

2 Data scientists seeking to apply TensorFlow in their projects

3 AI and ML enthusiasts who want to start working with TensorFlow

Outcomes after the program

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

✓

How to install and configure TensorFlow in your working environment

✓

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

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How to implement advanced neural networks, such as CNNs

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How to prepare and deploy TensorFlow models in production environments

Program

What we actually do

Day 1: Introduction to TensorFlow and Machine Learning Fundamentals

· History and development of TensorFlow
· Architecture and main components
· Installing TensorFlow and dependencies
· Setting up the environment (Jupyter Notebook, Colab)
· Operations, tensors, and variables
· Building and running simple models
· Implementing a simple linear model
· Training and evaluating the model on a dataset
· History and development of Keras
· Architecture and main components
· Integrating Keras with TensorFlow

Day 2: Advanced Techniques and Practical Applications

· Neural networks and their architecture
· Implementing and training Convolutional Neural Networks (CNNs)
· Optimization and regularization techniques
· Fine-tuning pretrained models
· Preparing and processing image data
· Implementing and training a CNN for image classification with Keras
· Exporting models and preparing them 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.

Brief & diagnosis

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

Program customization

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

Workshop

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

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

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