Data Science Courses Inverness
Data Science Courses Inverness
November 7, 2026 Comments Off on Data Science Courses InvernessData Science Courses Inverness
Live 1-on-1 online Data Science training in English. Flexible scheduling, start anytime from Inverness.
Enquire NowData Science Training in Inverness — Online & Flexible
Inverness is the capital of the Highlands and a growing commercial and technology hub serving a large regional economy. IT and digital skills are in increasing demand across the city’s public, healthcare, and commercial organisations as they invest in digital transformation.
School of IT offers live, 1-on-1 online Data Science training in English. All sessions are delivered by an experienced trainer via MS Teams or Google Meet, with flexible scheduling so you can build your skills around your existing commitments from Inverness.
Introduction to Data Science
Get started in data science — Python basics, pandas, NumPy, data cleaning, exploratory data analysis, and your first data visualisations.
- ✓Python for data science — variables, loops, functions, and libraries
- ✓Pandas — loading, cleaning, filtering, and transforming data
- ✓NumPy — arrays, vectorised operations, and mathematical functions
- ✓Exploratory data analysis — summary statistics and data profiling
- ✓Data visualisation — matplotlib and seaborn charts and plots
Data Analysis with Python
Professional data analysis using Python — pandas, data wrangling, statistical analysis, and creating publication-quality visualisations for business reporting.
- ✓Advanced pandas — merging, reshaping, groupby, and time series
- ✓Statistical analysis — distributions, hypothesis testing, and correlation
- ✓Data visualisation — matplotlib, seaborn, and Plotly interactive charts
- ✓Working with real datasets — APIs, CSV, Excel, and SQL data sources
- ✓Building reproducible data analysis workflows and reports
Machine Learning Fundamentals
Build and evaluate machine learning models using scikit-learn — regression, classification, clustering, model evaluation, and feature engineering.
- ✓Supervised learning — linear regression, logistic regression, and decision trees
- ✓Ensemble methods — random forests, gradient boosting, and XGBoost
- ✓Unsupervised learning — K-means clustering and dimensionality reduction
- ✓Model evaluation — cross-validation, metrics, and overfitting
- ✓Feature engineering, pipelines, and preparing data for ML models
Deep Learning & Neural Networks
Build deep learning models with TensorFlow and Keras — neural network architecture, CNNs, RNNs, NLP, and deploying models to production.
- ✓Neural network fundamentals — architecture, activation functions, and backpropagation
- ✓Convolutional neural networks (CNNs) for image classification
- ✓Recurrent neural networks (RNNs) and LSTMs for sequence data
- ✓Natural language processing with transformer models
- ✓Model deployment — saving, serving, and monitoring models in production
Data Engineering & Pipelines
Build data pipelines, data warehouses, and analytical infrastructure — SQL, Python, Airflow, Spark basics, and cloud data platforms.
- ✓Data pipeline design — ETL, ELT, and batch vs streaming data
- ✓SQL for data engineering — advanced queries, stored procedures, and data warehousing
- ✓Apache Airflow — scheduling, DAGs, and orchestrating data workflows
- ✓Cloud data platforms — AWS Redshift, BigQuery, or Azure Synapse basics
- ✓Data quality, testing, and monitoring data pipelines
Data Science Master Programme
The complete data science education — Python, data analysis, machine learning, deep learning, and data engineering in one comprehensive programme.
- ✓Python and data analysis — pandas, NumPy, statistics, and visualisation
- ✓Machine learning — scikit-learn, regression, classification, and clustering
- ✓Deep learning — TensorFlow, CNNs, RNNs, and NLP
- ✓Data engineering — pipelines, SQL, Airflow, and cloud platforms
- ✓Capstone project — end-to-end data science pipeline from raw data to deployed model
What You Will Learn
- ✓Use Python with pandas and NumPy for professional data analysis
- ✓Build and evaluate machine learning models with scikit-learn
- ✓Create data visualisations with matplotlib, seaborn, and Plotly
- ✓Design and build data pipelines and ETL workflows
- ✓Train deep learning models with TensorFlow and Keras
- ✓Work with SQL databases, cloud data platforms, and data warehouses
- ✓Apply statistical methods — hypothesis testing, regression, and distributions
- ✓Deploy machine learning models to production environments
Compare Data Science Courses
| Course | Price | Duration | Level |
|---|---|---|---|
| Introduction to Data Science | £599 | 10h | Beginner |
| Data Analysis with Python | £749 | 10h | Beginner–Intermediate |
| Machine Learning Fundamentals | £849 | 20h | Intermediate |
| Deep Learning & Neural Networks | £849 | 20h | Advanced |
| Data Engineering & Pipelines | £849 | 20h | Intermediate–Advanced |
| Data Science Master Programme | £1,449 | 40h | Advanced |
Data Science Courses Inverness — FAQs
Yes — all our data science courses are delivered 100% online via MS Teams or Google Meet. You study from Inverness with an experienced data science trainer at a time that suits you.
A basic understanding of mathematics (algebra and statistics) is helpful but not required to get started. The Introduction course covers the statistical concepts you need as you go. If you have a quantitative background — finance, engineering, or science — you will progress quickly through the statistical components.
For the Introduction to Data Science course, no prior Python experience is required — we start from basics. For Machine Learning and beyond, some Python familiarity is helpful. If you are new to Python, we recommend starting with the Introduction course or our Python fundamentals bootcamp.
Beginner courses are 10 hours. Intermediate and advanced courses are 20 hours. The Master Programme is 40 hours. All are 1-on-1 with flexible scheduling from Inverness.
Data science courses start at £599, ranging up to £1,449 for the Master Programme. All prices are in GBP.
Data science is consistently one of the highest-demand skill sets in the UK job market. In Inverness and across the UK, organisations in finance, healthcare, technology, retail, and government are actively hiring data scientists, data analysts, and machine learning engineers — often offering some of the most competitive salaries in the technology sector.
Start Your Data Science Training Today
Live 1-on-1 online instruction in English. Flexible scheduling. Start anytime from Inverness.
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