Global live cohorts for USA, Europe and Australia • 5-year learning access
Data Science · Advanced

Deep Learning & Neural Networks

Build neural networks for vision, sequence and representation-learning problems. Built around guided practice, live feedback and an employer-style capstone, this program helps you turn new knowledge into work you can explain and demonstrate.

✓ Live expert sessions✓ Employer-style projects✓ 5-year access
Original Upskillment abstract learning artwork for Deep Learning & Neural Networks
10 weeksProgram duration
60 hoursGuided learning
4Applied projects
4.9Learner rating

Why choose this course?

Deep Learning & Neural Networks is designed for learners who want to move beyond passive tutorials and become confident applying build neural networks for vision, sequence and representation-learning problems in realistic workplace situations.

How this helps your career

The projects and interview-ready talking points are aligned to data analyst, data scientist and machine-learning roles. You will practise explaining decisions, documenting work and presenting outcomes—the skills hiring teams look for beyond tool knowledge.

Career relevance

data analystdata scientist and machine-learning

A curriculum built around the job

Upskillment's job-oriented curriculum follows a learn, practise, build and present model. Each stage introduces a workplace problem, guided lab, independent task and portfolio evidence so theory is repeatedly converted into demonstrable capability.

What you will learn

01

Foundations and professional workflow for Deep Learning & Neural Networks

Live explanation, guided practice, a realistic workplace scenario and evidence you can add to your project story.

02

Core tools: PyTorch and Python

Live explanation, guided practice, a realistic workplace scenario and evidence you can add to your project story.

03

Applied workflows with CNNs

Live explanation, guided practice, a realistic workplace scenario and evidence you can add to your project story.

04

Real-world scenarios using Transformers

Live explanation, guided practice, a realistic workplace scenario and evidence you can add to your project story.

05

Quality, security, troubleshooting and professional standards

Live explanation, guided practice, a realistic workplace scenario and evidence you can add to your project story.

06

Capstone: employer-style data science project and presentation

Live explanation, guided practice, a realistic workplace scenario and evidence you can add to your project story.

LEARNER STORY
The templates were useful, but the real value was practising difficult stakeholder situations with a clear method.
Sofia P.Project Coordinator, Dublin

Certificate & completion

Earn an Upskillment Certificate of Completion after meeting attendance, project and assessment requirements. Your capstone is manually reviewed so completion reflects genuine participation.