Pro route

Data Scientist

Collect, analyze, and interpret data to help companies make smart decisions. You learn to build models, clean data and visualize insights that really make an impact. With your combination of math, logic, and programming skills, you bring structure into chaos.

Duration

Self-paced

Average costs

€2,250

Teaching method

Self-paced, 280 hours of course material

Tier

Junior developer

Course load

12-20 hours per week

You will be guided by our pro coaches

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Cancellable monthly

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overview

What does a data scientist do?

As a Data Scientist, you analyze large amounts of data to generate insights and predictions that help companies make better decisions. You build models, investigate patterns, and translate complex data sets into clear and useful advice.

For us, it's about you

At Bit Academy, you'll learn from people who know what's going on in the tech world. Coaches who are (were) programmers themselves and who get the time to help you.

This is what you're going to learn

What does our Data Scientist course look like? We list it for you on the right.

01

Basic principles

Understand the full data science lifecycle
Learn how to turn a problem into a data science issue
Explore different roles, analysis types, and tools
Recognize what a model is and how to use it

02

Basic and In-Depth Mathematics

Learn why math is essential to data science
Recognize and apply basic functions in analytics
Get a grip on linear algebra, matrices, and calculus
Explore logic, set theory, and graph theory
Understand optimization and how to use it in models

03

Intake Problem

Translate a business question into a data analysis
Work with stakeholders and determine valuable insights
Select the right data and determine success criteria

04

Data Preparation

Load datasets and explore content
Clean, typecast, and combine data with merge and join
Learn how to deal with missing values

05

Feature Engineering

Understand what a feature is and how to build it
Assess the relevance and strength of your features

06

Algorithms

Use basic classification, regression, and clustering algorithms
Apply them to realistic datasets
Explore neural networks and ensemble methods
Understand deep learning and convolutional networks

07

Model Validation

Test the reliability of your model
Work with validation methods such as Holdout and K-Fold
Choose the right evaluation metrics

08

Model Industrialization

Live models with Docker and cloud services
Learn about governance and monitoring performance
Weigh which model works best in practice

You will learn about these techniques

These are the most important techniques for a junior Data Analyst.

Als je het over programmeertaal hebt, dan heb je het natuurlijk over Python. Pas je skills toe bij analyses, automatisering, leer Syntax gebruiken en bouw projecten in Python.

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Admission Requirements

Locations

Costs

Questiona

Strengthen your position in the labor market, whether you are looking for a job or already have a job. With our experienced coaches, you have access to personal guidance and the opportunity to ask questions. After all, at Bit Academy, students are at the center. Together, we will do everything we can to give your skills in the tech profession a significant boost.

Questiona

Strengthen your position in the labor market, whether you are looking for a job or already have a job. With our experienced coaches, you have access to personal guidance and the opportunity to ask questions. After all, at Bit Academy, students are at the center. Together, we will do everything we can to give your skills in the tech profession a significant boost.

Questiona

Strengthen your position in the labor market, whether you are looking for a job or already have a job. With our experienced coaches, you have access to personal guidance and the opportunity to ask questions. After all, at Bit Academy, students are at the center. Together, we will do everything we can to give your skills in the tech profession a significant boost.

Questiona

Strengthen your position in the labor market, whether you are looking for a job or already have a job. With our experienced coaches, you have access to personal guidance and the opportunity to ask questions. After all, at Bit Academy, students are at the center. Together, we will do everything we can to give your skills in the tech profession a significant boost.

Questiona

Strengthen your position in the labor market, whether you are looking for a job or already have a job. With our experienced coaches, you have access to personal guidance and the opportunity to ask questions. After all, at Bit Academy, students are at the center. Together, we will do everything we can to give your skills in the tech profession a significant boost.

What do you hope to get out of your Bit Academy Pro route?

Making the switch to tech

Developing skills for my job

Becoming a Better Developer

Making the switch to tech

No tech experience yet, but learning to program? Then this is your route, completely focused on practice. With coaching by experienced business experts and with support from our community.

Our students are now working at

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Pro Coach

Superpower Binary Magician

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Looking for extra tech skills in your work? Then choose this route. You will gain insight into relevant tech and learn how to make interfaces for websites and apps. Get hands-on experience while building cool projects.

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Do you already know Teun?

Pro Coach

Superpower Data Wizard

Becoming a Better Developer

Programming, you already do that. But you want to get more out of it. More knowledge, more insight, more depth. This route takes you where you want to be. Get support from your coach, collaborate with the community and develop the best pro in yourself.

Our students are now working at

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Pro Coach

Superpower Data & AI Whisperer

Flexible education at a fair price

Smart digital education, practical tips from experienced experts, plus an active community: this is how you keep costs under control as a professional.

How much do you want to study per week?

2,500, -

Estimated investment until you can start working as a junior

Based on an average duration of 9 months and the monthly amount of 250, -

2,000, -

Estimated investment until you can start working as a junior

Based on an average duration of 9 months and the monthly amount of 250, -

1,500, -

Estimated investment until you can start working as a junior

Based on an average duration of 9 months and the monthly amount of 250, -

The above costs are an estimate based on averages and no official site costs or job guarantees.

Why is this amount lower than other digital trainers?

Sometimes we are also surprised at the prices in the market. Because our goal is ultimately to reform education, we are not looking for the highest possible profit margins. We also keep your investment under control by offering smart digital education and making good use of our community.

Want to discover other routes?

We'll explain here that it won't stop once you've viewed all the modules in this route, you can keep learning on the platform and unlock new levels until you're an absolute Pro!

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Getting started for your new future?

Stubborn? Curious? And are your hands already itchy? Then sign up immediately, there are limited places available.

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Data Scientist

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overview

What does a data scientist do?

For us, it's about you

This is what you're going to learn

You will learn about these techniques

More info

What do you hope to get out of your Bit Academy Pro route?

Making the switch to tech

Do you already know Arno?

Support my job with more skills Support with more

Do you already know Teun?

Becoming a Better Developer

Do you already know Adem?

Flexible education at a fair price

2,500, -

2,000, -

1,500, -

Want to discover other routes?

Frontend Web Developer

Backend Web Developer

Data Analist

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You promise a lot, do you really live up to that?

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