Python for Data Science vs Machine Learning Fundamentals
A side-by-side comparison of two GeraLearn courses on price, level, length, certificate, and the exact skills each one teaches — so you can pick the right one and start today.
Quick answer
Both are strong, highly-rated GeraLearn courses. On price-for-rating, Python for Data Science (£49, 4.9★) is the better value pick. Choose Machine Learning Fundamentals instead if its skill set matches your goal more closely — see the breakdown below.
Side by side
Every figure below is GeraLearn's own published course detail.
| Measure | Python for Data Science | Machine Learning Fundamentals |
|---|---|---|
| Price | £49 | £69 |
| Level | Beginner | Intermediate |
| Length | 24 hours | 30 hours |
| Format | video + projects | video + projects |
| Rating | 4.9★ | 4.7★ |
| Learners enrolled | 8,700 | 5,300 |
| Certificate | Yes | Yes |
| Category | AI & Machine Learning | AI & Machine Learning |
Only Python for Data Science teaches
- Python programming
- pandas
- NumPy
- Data visualisation
- Exploratory data analysis
Only Machine Learning Fundamentals teaches
- Supervised learning
- Unsupervised learning
- Model evaluation
- scikit-learn
- Feature engineering
Frequently asked questions
- Should I take Python for Data Science or Machine Learning Fundamentals?
- It depends on your goal. Python for Data Science is a beginner course (24 hours, £49, rated 4.9★) aimed at aspiring data scientists, analysts switching to python, business professionals. Machine Learning Fundamentals is a intermediate course (30 hours, £69, rated 4.7★) aimed at software engineers moving into ml, analysts building predictive models. On price-for-rating, Python for Data Science is the stronger value pick; choose Machine Learning Fundamentals if its skills match your goal more closely.
- Is Python for Data Science or Machine Learning Fundamentals cheaper?
- Python for Data Science is cheaper at £49, versus £69 for Machine Learning Fundamentals — a £20 difference. Both include a verified certificate option.
- What will I learn in Python for Data Science?
- Python for Data Science teaches Python programming, pandas, NumPy, Data visualisation, Exploratory data analysis. It runs 24 hours in a video + projects format at beginner level. Prerequisites: Basic computer literacy.
- What will I learn in Machine Learning Fundamentals?
- Machine Learning Fundamentals teaches Supervised learning, Unsupervised learning, Model evaluation, scikit-learn, Feature engineering. It runs 30 hours in a video + projects format at intermediate level. Prerequisites: Python basics, Basic statistics.
- Do both courses include a certificate?
- Yes — both offer a verified certificate of completion you can add to your CV or LinkedIn. Free courses are free to audit, with the certificate available for a small fee.
View Python for Data Science →View Machine Learning Fundamentals →Best AI & Machine Learning courses →
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Course details (price, level, length, rating, skills) are GeraLearn's own published catalogue data. Free courses are free to audit; a verified certificate is available for a small fee. A Gera Systems product.