Data Analyst Course
Want to become a Data Analyst? Bit Academy offers a Pro track you can take alongside your job. Below we explain what the role involves, which skills you'll learn, and how Data Analyst differs from Data Engineer and Data Scientist.
Which route fits you?
Bit Academy offers different track types. For each route below you'll see who it's for, how long it takes and what certificate or diploma you receive.
Which situation matches yours?
Beginning analyst
You already work with data in Excel or a BI tool and want to grow into SQL and Python.
Working professional moving into data
You work in marketing, finance, operations or consulting and want to do analyses yourself instead of waiting on a data team.
Career switcher
You're moving from another field into a data role. Pro Data Analyst is a lower-threshold start if you don't immediately want to become an engineer or scientist.
Aspiring Data Engineer
Going further into the stack later? Many Data Engineers start as analysts. Stack first: Pro Data Analyst, then move to Data Engineer.
What does a Data Analyst do?
A Data Analyst answers questions with data. Concretely: you pull data from source systems or a warehouse, transform it into usable datasets, and present findings in dashboards or reports. The work needs both technical skill (SQL, often Python) and communication sharpness — a chart alone doesn't change a decision.
In practice you work closely with stakeholders across the business: marketing, product, operations, finance. You translate their questions into metrics, look for patterns and deliver answers in a form they can use. A good analyst thinks about the question behind the question.
What skills will you learn?
Pro Data Analyst teaches you SQL at production level (joins, window functions, performance), Python for analysis (pandas, NumPy, matplotlib), how to work with BI tools like Power BI or Tableau, and how to build dashboards that decision-makers actually use.
Alongside the techniques you get modules in data storytelling: how to translate analysis into a narrative that convinces a leadership team. The final project is a real analysis for a partner company — not a textbook exercise.
Data Analyst vs Data Scientist and Data Engineer
Three different roles. A Data Analyst focuses on reporting, dashboards and answering business questions. A Data Scientist builds predictive models with machine learning. A Data Engineer builds the infrastructure both groups depend on.
Choosing between analyst and scientist? Ask what excites you more: storytelling with existing data (analyst), or predicting and classifying with models (scientist). Scientist typically needs more maths affinity. Bit Academy has both routes in Pro.
Pro, Bootcamp and HBO are not the same
Each track type has its own proposition. Below you'll see what each one stands for.
Pro
Online, alongside your job, self-paced. Typically 15–24 months, €59.99/month, personal coaching. Fits anyone who wants to combine learning with a job or other studies.
Related routes and information
Answers to common questions
Which Data Analyst course does Bit Academy offer?
Bit Academy offers the Pro Data Analyst route: online, self-paced, alongside your job. We don't currently run a full-time Data Analyst bootcamp — for career switchers looking to be junior-ready in a year, consider Pro Data Analyst or the Data Engineer Bootcamp if data infrastructure interests you.
Do I need maths or statistics?
You don't need to be a maths expert for Data Analyst. Basic arithmetic, curiosity and logical thinking matter more than calculus. For Data Scientist roles, maths affinity does help.
What is the difference between Data Analyst and Data Engineer?
A Data Analyst answers business questions with data and builds dashboards. A Data Engineer builds the pipelines and data models analysts rely on. Both roles are complementary; good teams have several of each.
Is this a recognised course?
The Pro route ends with a recognised Pro certificate from Bit Academy plus a portfolio of multiple analyses. For a government-accredited degree, see our HBO routes — those are broader than data alone.
Can I do this alongside a job?
Yes, the Pro route is built for that. Self-paced, online, and you work on modules when it suits you. Many students combine Pro with a full-time job.
Not sure which route fits?
Book a 30-minute discovery call with a study advisor. No sales pitch — honest advice. We sometimes recommend a different school if it fits you better.