Practical Python and data skills

I did the HyperionDev Data Science Bootcamp (with Stellenbosch University) part-time while working full-time as a data analyst. My goal was to strengthen my Python for a move into data engineering.

The course covers a solid base: Python fundamentals, file handling, OOP, statistics, and a lot of pandas. The pandas work was the most useful part for me. I applied groupby aggregations, cleaning and Excel exports directly to invoice and accounts payable data at my job, so the learning paid off before I'd even finished.

The data science part was definitely challenging but the course materials cover the topics well enough for you to follow along.

I found the task-based structure keeps you writing real code rather than just watching videos. The mentors are also genuinely passionate and helpful for the times you get stuck on anything.

One honest caution: it's self-paced, so staying on schedule is on you. Balancing it with a full-time job was tough, and I fell behind at points, so plan your study time from day one.

Overall, I'd recommend it to working professionals who want practical, job-relevant data skills.