Data Science Courses Tilburg
Data Science Courses Tilburg
November 4, 2026 Comments Off on Data Science Courses TilburgData Science Courses Tilburg
Tilburg is a mid-sized city in North Brabant known for its retail, logistics, and educational institutions, including Tilburg University. Data science is increasingly embedded in e-commerce analytics, demand forecasting, and supply chain optimisation across the region — creating opportunities for professionals with machine learning and Python skills.
School of IT offers live, 1-on-1 online data science training in English — from Python for Data Science through Machine Learning, Deep Learning, NLP, and a full Data Scientist Master programme. All courses are delivered by a real lecturer via MS Teams or Google Meet, with flexible scheduling so you can study around your existing commitments from Tilburg.
Python for Data Science
Learn Python from scratch and apply it to data science — load, clean, and analyse datasets using NumPy, Pandas, and Matplotlib.
- Python programming fundamentals — variables, loops, functions, and classes
- Working with data using NumPy arrays and Pandas DataFrames
- Data cleaning and preparation techniques for real-world datasets
- Exploratory data analysis (EDA) and statistical summaries
- Data visualisation with Matplotlib and Seaborn
Machine Learning with Python
Build and evaluate supervised and unsupervised machine learning models using scikit-learn — regression, classification, clustering, and model optimisation.
- Supervised learning — linear and logistic regression, decision trees, random forests
- Unsupervised learning — K-means clustering and dimensionality reduction
- Model evaluation — cross-validation, confusion matrices, ROC curves
- Feature engineering and selection for improved model performance
- Hyperparameter tuning and model deployment fundamentals
Deep Learning & Neural Networks
Build deep learning models with TensorFlow and Keras — from feedforward networks to CNNs and RNNs for image recognition and sequence modelling.
- Neural network architecture — layers, activation functions, backpropagation
- Build and train models with TensorFlow and Keras
- Convolutional Neural Networks (CNNs) for computer vision tasks
- Recurrent Neural Networks (RNNs) and LSTMs for sequence data
- Transfer learning and fine-tuning pre-trained models
Natural Language Processing (NLP)
Process and analyse text data at scale — from tokenisation and sentiment analysis to building NLP pipelines with spaCy and Hugging Face Transformers.
- Text preprocessing — tokenisation, stemming, lemmatisation, stop-word removal
- Bag of Words, TF-IDF, and word embeddings (Word2Vec, GloVe)
- Sentiment analysis, text classification, and named entity recognition
- Building NLP pipelines with spaCy
- Introduction to transformer models and Hugging Face
Data Science Specialist
An end-to-end data science programme — from Python and statistics through machine learning, deep learning, and deploying models to production.
- Python for data science — NumPy, Pandas, and EDA
- Statistical foundations — probability, distributions, hypothesis testing
- Supervised and unsupervised machine learning with scikit-learn
- Deep learning with TensorFlow — CNNs, RNNs, and transfer learning
- Model deployment, APIs, and MLOps fundamentals
Data Scientist Master
The complete Data Scientist Master programme — covering the full data science lifecycle from data engineering and ML modelling to AI integration and cloud deployment.
- Python, statistics, and data engineering — ETL pipelines and feature stores
- Machine learning and deep learning — classification, regression, CNNs, transformers
- Natural language processing and large language model (LLM) integration
- MLOps — versioning, monitoring, CI/CD for machine learning
- Capstone project — build and deploy a full data science solution
What You Will Learn
Our data science programmes take you from Python fundamentals through to advanced machine learning, deep learning, and AI-driven data science. By the end of the programme you will be able to:
- Use Python and core libraries (NumPy, Pandas, Matplotlib) for data analysis
- Apply machine learning algorithms to real-world classification and regression problems
- Build deep learning models using TensorFlow and Keras
- Process and analyse text data with NLP techniques and transformer models
- Evaluate and tune models using cross-validation and performance metrics
- Design end-to-end data science pipelines from raw data to production models
- Communicate data-driven insights through visualisations and dashboards
- Integrate large language models (LLMs) into data science workflows
Compare Data Science Courses
Choose the course that fits your current level and career goal:
| Course | Price | Duration | Level |
|---|---|---|---|
| Python for Data Science | €694 | 10h | Beginner–Intermediate |
| Machine Learning with Python | €855 | 10h | Intermediate |
| Deep Learning & Neural Networks | €1016 | 15h | Intermediate–Advanced |
| Natural Language Processing (NLP) | €1016 | 15h | Intermediate–Advanced |
| Data Science Specialist | €1388 | 30h | Advanced |
| Data Scientist Master | €1763 | 40h | Advanced |
Data Science Courses Tilburg — FAQs
Yes — all our data science courses are delivered 100% online via MS Teams or Google Meet. You study from Tilburg (or anywhere with internet) with a real, qualified lecturer. There are no fixed class times — sessions are booked at a time that suits you.
If you are new to data science and Python, start with Python for Data Science (10 hours, €694) to build your foundations. Once you are comfortable with Python and data manipulation, progress to Machine Learning with Python and then Deep Learning & Neural Networks. The Data Science Specialist and Data Scientist Master programmes cover the full pipeline from beginner to advanced.
No prior programming experience is required for the entry-level courses. The Python for Data Science course is designed for complete beginners. For the Machine Learning and Deep Learning courses, we recommend completing Python for Data Science first.
Course durations range from 10 hours for the entry-level Python for Data Science and Machine Learning courses up to 40 hours for the Data Scientist Master programme. Because training is 1-on-1 and self-paced, you can progress as quickly or slowly as you need.
Data science courses from School of IT start at €694 for Python for Data Science. The full range runs from €694 to €1763. All prices are quoted in EUR and payment plans are available on selected courses.
Yes — you receive a School of IT certificate of completion for every course. The programmes also prepare you for industry-recognised certifications in data science and machine learning, which we can help you arrange.
Data science skills open doors to roles such as Data Scientist, Machine Learning Engineer, Data Analyst, AI Engineer, Research Scientist, and BI Developer. These are among the highest-paid and fastest-growing roles in the Netherlands, with strong demand across fintech, healthtech, e-commerce, and manufacturing in Tilburg and across the country.
Start Your Data Science Training Today
Live 1-on-1 online instruction in English. Flexible scheduling. Start anytime from Tilburg.
Enquire Now →