Professional skills
Deep Learning Specialization in Portugal
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Neural networks and deep learning
THE BIG PICTURE
About this course
Advanced deep learning covering neural networks, CNNs, RNNs, LSTMs, and transformers. Build and train deep learning models with TensorFlow and PyTorch. Includes computer vision and NLP projects.
What you’ll learn
- Explain neural network foundations in a practical work context.
- Make informed choices about data preparation and training workflows.
- Recognize common pitfalls in optimization and regularization.
- Connect convolutional networks to a practical action plan.
- Build confidence in sequence models.
A CLEAR PATH FORWARD
Recommended learning plan
Learn through a practical data or AI use case, with focused discussions, practical exercises and work you can take away.
- Learning route
- 8 recommended days
- Practical work
- 8 guided activities
- Finish with
- A practical review
Take a look at each day. Open a section to see the topics and practical work.
Day 1Neural network foundations
What we’ll cover
- Neural network foundations
Put it into practice
Work through a sample dataset or model, challenge its assumptions and explain what the results do and do not show.
You’ll take away
An analysis with assumptions and quality checks
Day 2Data preparation and training workflows
What we’ll cover
- Data preparation
- Training workflows
Put it into practice
Work through a sample dataset or model, challenge its assumptions and explain what the results do and do not show.
You’ll take away
An analysis with assumptions and quality checks
Day 3Optimization and regularization
What we’ll cover
- Optimization
- Regularization
Put it into practice
Use a practical data or AI use case to work through the options, explain your reasoning and compare approaches with the group.
You’ll take away
A practical worksheet and next-step checklist
Day 4Convolutional networks
What we’ll cover
- Convolutional networks
Put it into practice
Sketch the environment, walk through a failure or access scenario and explain how the design responds.
You’ll take away
An annotated architecture and operations checklist
Day 5Sequence models
What we’ll cover
- Sequence models
Put it into practice
Work through a sample dataset or model, challenge its assumptions and explain what the results do and do not show.
You’ll take away
An analysis with assumptions and quality checks
Day 6Transformers and transfer learning
What we’ll cover
- Transformers
- Transfer learning
Put it into practice
Review a workplace case and draft a fair, evidence-based response with clear ownership and follow-up.
You’ll take away
A people-practice action plan
Day 7Evaluation, bias and deployment
What we’ll cover
- Evaluation
- Bias
- Deployment
Put it into practice
Map the workflow, implement or sketch an automation step and plan how to recover when it fails.
You’ll take away
A workflow and recovery checklist
Day 8Applied deep-learning project
What we’ll cover
- Applied deep-learning project
Put it into practice
Review a workplace case and draft a fair, evidence-based response with clear ownership and follow-up.
You’ll take away
A people-practice action plan
Bring it all together
Present the result alongside your evaluation, limitations and next steps.
Fees
| Delivery format | Fee per learner | Exam fee |
|---|---|---|
| Live online | $1,199 USD ≈ €1,065 |
Not included |
| Classroom | $2,300 USD ≈ €2,040 |
Not included |
Local amounts are indicative only, converted at the rate captured on 2026-10-02. You are charged in USD and your bank sets the final rate.
Awarding-body exam and certification fees are not included in the training fee. Confirm the current fee, any applicable tax and what the fee covers in writing before you pay.
Prerequisites
- Bring a laptop. Coding-focused courses use Python; business-focused courses work with examples and decision tools.
FIND YOUR START
Confirmed batch starts
Choose a published start, then review your offer in the same enrollment flow. A start date is not the full timetable or a seat reservation.
Choose your country & monthStarts
- Training location
- Lisbon, Portugal
- Local timezone
- Europe/Lisbon
Joining details and full session timetable to be supplied.
Starts
- Training location
- Lisbon, Portugal
- Local timezone
- Europe/Lisbon
Venue and full session timetable to be supplied.
Starts
- Training location
- Lisbon, Portugal
- Local timezone
- Europe/Lisbon
Venue and full session timetable to be supplied.
Starts
- Training location
- Lisbon, Portugal
- Local timezone
- Europe/Lisbon
Joining details and full session timetable to be supplied.
Starts
- Training location
- Lisbon, Portugal
- Local timezone
- Europe/Lisbon
Joining details and full session timetable to be supplied.
Starts
- Training location
- Lisbon, Portugal
- Local timezone
- Europe/Lisbon
Venue and full session timetable to be supplied.
Frequently asked questions
Do you offer group discounts?
Yes, we offer special discounts for corporate groups. Contact our team at corporate@mindclick.com for a customized quote for 3 or more participants.
Will I have access to the instructor after the course?
Yes, you will have access to instructor support via email for 30 days after course completion to help with any questions or clarifications.
What are the prerequisites for this course?
Prerequisites vary by course level. Generally, foundational courses have no prerequisites, while advanced courses may require prior experience or completion of prerequisite certifications. Check the course details for specific requirements.
What is the format of this training?
We offer both online and in-person training options. Online sessions are conducted via Zoom with interactive features, while in-person classes are held at our training centers across the Middle East.
Will I receive a certificate?
Yes, upon successful completion of the course, you will receive a certificate of completion. For certification courses, you will also be eligible to take the official certification exam.
Is course material included?
Yes, all students receive comprehensive course materials including study guides, practice exams, templates, and access to our online learning portal for 1 year after course completion.
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