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Take the step towards a future as a data expert

Data Analytics with Python

Class level: HBO
Fully online & flexible learning
1:on:1 guidance from teachers & study coaches
135
study hours
3
months of access
3
month of access
Accredited trainer: NRTO & CRKBO
Certificate upon completion
The course is available at
Engels
Incl. ITIL® 4 Foundation training + exam voucher (PeopleCert)

Become a data expert and discover valuable insights with Python. Our hands-on Data Analytics course with Python opens doors to exciting career opportunities in a rapidly growing field. Hundreds of students have already preceded you.

What is Data Analytics with Python?

Data is everywhere and has the power to transform companies. Python is currently the most popular programming language for data analysis. Why? Because it is accessible to beginners and powerful enough for complex analyses.

In our Data Analytics with Python course, you will learn within 20 weeks how to understand, process and analyze data to gain valuable insights. We'll start with SQL, the language you use to extract data from databases. Then you'll dive into Python and get to know popular tools like NumPy, Pandas, and Matplotlib.

After completion, you can:

  • - Analyze and edit datasets with pandas
  • - Create impressive visualizations with matplotlib
  • - Discover trends and make predictions
  • - Clearly present data insights to teams

Much faster than you think, you're turning raw data into understandable stories that help companies grow.

Theory is important, but real learning happens by doing. That's why during this Python data analytics course, you'll work on realistic projects from various industries. For example, you'll receive a dataset from a webshop with the assignment to analyze customer behavior, or you'll dive into traffic data to discover mobility patterns. This way, you not only learn Python skills, but especially how to apply them in practice.Of course, our experienced teachers are there for you if you get stuck. Their feedback always helps you go one step further.

Download brochure

Who is the Data Analytics with Python course for?

You don't need a technical background to start our Python data analytics course. Curiosity about data and the motivation to learn are more important!

Beginners in data analysis

Want to get started in the world of data? This course builds a solid foundation, even if you have no experience yet. Healthcare, hospitality or another sector - everyone can make this switch!

Professionals in data-driven roles

Do you want to deepen your skills to discover trends, build predictive models, and generate valuable business insights? Then this course is the perfect fit for you.

Analysts who want to retrain

Are you already an analyst and want to take your career in a more technical direction? This IT course gives you the tools to grow in programming languages and data processing.

The difference with our other data course

In addition to the Business Data Analytics course, we also offer the Data Analytics with Python training on. Both courses prepare you for a career in data analysis, but the focus is different. Business Data Analytics focuses on analyzing and visualizing data in a business context, working with tools such as Power BI, Looker Studio and GA4. The Data Analytics with Python course goes a step more technical and focuses on processing and analyzing large data sets with programming languages. You'll learn how to work with SQL and Python, including libraries such as Pandas, NumPy, and Matplotlib, that allow you to perform deeper analyses and even build predictive models.

Bottom line: Business Data Analytics is perfect if you want to work directly with data within companies, without programming. Data Analytics with Python is ideal if you want to explore the technical side of data analysis and dive deeper into code. Which direction suits you best?

Why choose this course?

At Winc Academy, we combine a practical approach with personal guidance. You not only learn the theory, but you apply it directly to projects that are in line with practice. Whether you're a beginner or already experienced, we'll help you grow confidently and future-oriented as a business data analyst.

Are you looking for a different direction in IT? Be sure to take a look around at our Back-end Development retraining or the training as a Full-stack developer.

What you'll learn:

In 100 hours of study, you will transform from beginner to data analyst. The total study load can be arranged flexibly. This includes, Online classes (all included, so see when it suits you!) , practicing independently with practical assignments, working on realistic projects, personal coaching and support. Thanks to the flexible set-up, you decide when to study. Ideal if you combine training with work, family or other obligations. Within 3 months, you can start working on the labor market with new knowledge and practical experience! The course material is offered in English, as it is the standard language in the tech industry. But don't worry - if you wish, you will receive guidance in Dutch, so that you are always well supported during your learning journey. The program consists of twelve modules that connect logically:

Module |

SQL

8 hours

Module |

Variables, Databases & Operations

11 hours

Module |

Functions, Conditionals, and Loops

18 hours

Module |

Object Oriented Programming

5 hours

Module |

Modules & Third Party Codes

10 hours

Module |

Data Analytics Tools for Python

15 hours

Module |

Managing Datasets

12 hours

Module |

Grouping Data and Using Timeseries

3 hours

Module |

Machine Learning and Business Oriented Data Analytics

2 hours

Module |

Final Project (DAwP)

10 hours

Module |

AI Fundamentals

4 - 6 hours

Module |

Career Module

2 - 5 hours

Your future after our training

After this retraining course, you are ready to work as an IT Service Desk Employee. A so-called “promising profession” with many opportunities (and therefore an open vacancy). You can pick up and handle tickets independently, analyze and solve problems within fixed working methods, and communicate clearly with users and colleagues.

Skills

Er is steeds meer vraag naar data analisten. Een slimme zet dus, als je een baan zoekt waar veel ruimte is om je verder te ontwikkelen.
Je kunt bij veel verschillende opdrachtgevers en organisaties terecht, want jij beheerst de nieuwste universele taal, namelijk data!
Python is een geliefde programmeertaal onder data analisten. Tijdens deze opleiding laten we jou zien hoe je Python kunt inzetten om de krachtigste data analyses te maken.
Data Analysis
Python
SQL
Data Cleaning
Visualization
Python (Pandas, Matplotlib, Numpy)
Jupyter Notebook
MySQL

Tools

Data Analysis
Python
SQL
Data Cleaning
Visualization
Python (Pandas, Matplotlib, Numpy)
Jupyter Notebook
MySQL

Functions

BI Analyst
Entry level salary:
2900
Python Data Specialist
Entry level salary:
3200
Data Analyst
Entry level salary:
3000

Why choose Winc Academy?

100% online learning, how it suits you

At Winc Academy, you study entirely online, without fixed schedules or mandatory teaching times. As soon as you start, you get immediate access to our online learning environment, where you can not only find the course material, but also track your progress and easily connect with mentors and fellow students. This way, you set your own pace and learn in the way that suits you best.

Study at your pace, in your time

We understand that retraining to IT does not always fit in with a full agenda. That's why our courses are 100% flexible: you choose where and when to study. This way, you can easily combine this course with work, family or other obligations, without sacrificing your learning experience.

Personal guidance, at any time

At Winc Academy, you are never alone. From day one, you'll receive guidance from experienced mentors who monitor your progress and support you with personal feedback. Do you have questions? Set them up via Slack, schedule a 1-on-1 session, or spar with other students. We'll help you start your IT career with confidence.

Practical and future-proof

One IT course is not just about knowledge, but above all about doing. That's why our courses are practical, so you can apply what you learn immediately. You work with the tools that are used in the field. In addition, we keep our retraining course material up to date with the latest tools and technologies, so you are always one step ahead.

Our students work at

Certified and recognized

After completing your course, you will receive a Winc Academy certificate, recognized by parties such as the CRKBO and NRTO. This certificate shows that you have the knowledge and skills that employers are looking for, and increases your chances in the labor market. Many of our students start their IT careers at companies such as Randstad, Experis and local IT specialists.

Boost your credibility
Increase your chances when applying
Get an advantage over the competition

FAQs

Are you a recognized training provider and/or do you have a quality mark?

Which Python tools will I learn to use for data analysis?

Will a new employer hire me if I don’t yet have work experience?

Do I receive a diploma or certificate after completing a program?

Is prior programming knowledge required for this program?

In addition to the reskilling program above, I would like to learn some specific skills. Is this possible?

Funding options for your IT career

Make your career change financially viable! A new future in tech requires an investment, but never let funding stand in the way of your dreams! Fortunately, there are various financing options at Winc Academy. Our specialists are happy to help you find the best option. Together, we'll make your retraining attainable, read how here!

Via the UWV

Through your employer

Through regional subsidies

Through TechMeUp

Winc funding options

Take the financing test and find out what the most favourable financing option is for you.

Take the funding test
Only takes 2 minutes

What are you going to do?

Analyze datasets with Python and SQL.
Create data visualizations with tools like Matplotlib.
Clean and prepare data for analysis.
Discover trends and present insights.
Work on a project with data analysis and visualizations.
Our courses are 100% online and fully recognized.

Investing can be done in these ways

One-time
2595
Online guidance
By clicking “Start your education”, you agree that we will contact you about your application and send you additional information. You can unsubscribe at any time via the link in our emails.
Per term
865
Pay in 3 installments
Consultation
Start your education
By clicking “Start your education”, you agree that we will contact you about your application and send you additional information. You can unsubscribe at any time via the link in our emails.
One-time
2595
Online guidance
By clicking “Start your education”, you agree that we will contact you about your application and send you additional information. You can unsubscribe at any time via the link in our emails.
Per term
865
Pay in 3 installments
Consultation
Start your education
By clicking “Start your education”, you agree that we will contact you about your application and send you additional information. You can unsubscribe at any time via the link in our emails.

Curious about what our students say about us?

VEJ
Viva la Elton John

Great learning experience overall

Great learning experience overall, mentors provided good feedback during my FSD course and I'm likely to take another additional course with Winc if needed in my future endeavors!

27/2/2025
DF
Daniel Friedrichs

I really learned a lot

I finished my Front End Dev. course here with a lot of pleasure. The mentors are very helpfull and meeting students via the slack platform is very nice. I really learned a lot and I'm feeling secure that I can change my career into something new. I would highly recommend Winc to anyone who'd like to study Front End Development. Thank you Winc!

20/12/2024
AND
Eszti Marcelissen

Great learning experience

Great learning experience, very fun and interactive ways to learn new things. The information in the courses has been updated regularly. Whenever you have questions, they get answered super quickly and also problems are resolved very quickly. You can tell the courses have been designed by people who know a lot about offering a great online user experience.

20/8/2024
RAY
A el Yakoubi

Thank you

The Back-end project completed successfully. Educational and information back-end training with exercises and final tests. Winch employees assisted us at all times via Slack. Thank you

20/8/2024
SP
Silvia Passos

Loved diving into the online marketing course at Winc Academy!

Loved diving into the online marketing course at Winc Academy! It wasn't just about learning new skills (which it totally did!) , but also about pushing myself and proving that the whole “creatives can't be analytical” thing is a myth. Seriously, this course boosted my confidence and made me curious about what else I could learn. Feeling grateful for the whole experience — it was a real gift to myself! Plus, the Winc Academy team was awesome — super helpful and encouraging. Highly recommend this course to anyone looking to level up their skills and explore new possibilities!

20/7/2024
TI
Tutu Illustrations

Winc has been a fantastic learning platform

Winc has been a fantastic learning platform for me. The courses are well-structured, and the instructors provide clear explanations, making complex topics more understandable. The interactive and hands-on approach, especially in the coding courses like BED JS, has been incredibly helpful in reinforcing my understanding.

20/3/2024
FD
Faizal Dikmoet

Definitely recommended

A course structure. Clear explanation through videos and sufficient questions and assignments for the course. Definitely recommended for anyone who wants to take a higher step in the field of data analyst.

20/3/2024
MK
Marta Kaniuk

I can only recommend it!

I followed the “UX Design with Figma” course at Winc Academy. It's a very well structured course, with lots of theoretical and practical knowledge, (with additional resources to dig deeper) that can be followed in your own pace, whenever you have time or feel like doing it. All Winc Academy students are connected via the community app where you can meet people following the same course, help each other, develop together. I am using Figma now on a daily basis, both for work and for my personal use. I can only recommend it!

20/3/2024
PI
Pierre of Ireland

Agile Project Management, conveniently arranged digitally

Winc has a nice, well-organized portal. The curriculum is also clear, with example cases, which makes the theory a bit more light-hearted. The digital system works very well, so I didn't need contact with a “physical Winc employee”. Strangely enough, I do miss that a bit afterwards. Hence not 5 but 4 stars.

30/10/2023
MR
Mona Reijneke
Full-stack Development

One big community!

Good course material, plenty of live lessons, helpful teachers and fellow students. Slack is great for connecting with each other. Constructive criticism is always taken seriously. 1 point for improvement. The time indicated in which you can study is the same for a Newby in tech or a student who is already familiar with programming languages. Six months of Full Stack development for a Newby is too short. There may be a difference in that. This is especially important for students who follow the course through the UWV, because then time is also important.

19/10/2023
Sasha Bertolini
Full-stack Development

Great way to learn how to program online

Great to learn how to program at your own pace and from home. With lots of great teaching materials and assignments.

8/9/2023
GD
Gijs Dijkhoff

My experience

A great course, doing it in English, took some switching but certainly not too difficult.

7/9/2023
MW
Milco Waas
Back-end Development

I am satisfied with my Back-end training at Winc

I am satisfied with my Back-end training at Winc. Not only was it interesting and educational, but it also gave me the skills and confidence to pursue my professional goals. I would have no hesitation in recommending this course to anyone who is serious about a career in back-end development. Thanks, Winc, for this great experience!

3/9/2023
MB
Mark van Booren
Front End Development

Back-End has thus become clearer and even more interesting

Many parts have been covered through this course. Working with Python was challenging but the assignments were fast. Much of the logic of what Back-End does has certainly become clearer and even more fascinating.

24/8/2023
AL
Arjan van der Laan
Full-stack Development

Professional and clear course

Professional and clear course! Afterwards, you'll have a solid basis (and more than that!) to be able to build on in your future career.

24/7/2023
SG
Sandra Groeneweg

Upgrading JS skills

For a Front End Developer, this course expands your JavaScript skills. You need understanding of coding before entering this course. When you are making the exercises it gives you power to learn more.

17/7/2023
Theo Borst

Very nice and interactive learning...

Very nice and interactive learning environment, where I learned a lot about UX design and the FIGMA tool.

14/7/2023
YES
Ahmed Jet

For people who don't have time to take a lesson, this is ideal

For people who don't have time to take a lesson, this is ideal. All courses are in English, so basic English is a must. Unfortunately, it was not indicated anywhere when registering. But everything turns out to be its own! Mentors also always answer your questions. Good luck!

15/6/2023
AH
Ahya
Business Data Analytics

Study quietly at your own pace... from home!

You can study quietly at your own pace online from home or elsewhere, no pressure from Winc. Great help from mentors and fellow students via Slack. + Great teaching material.

6/6/2023
OM
Onutu Monica
Back-end Development

I recently had Back-End Development...

I recently studied Back-End Development at Winc and it was a challenging but fun experience. The exercises and assignments were creative and engaging and provided a great learning opportunity. The mentors were nice and helpful throughout the process. Would recommend it!

21/5/2023
JB
Juan Bak

A good course Cybersecurity for everyone

For me I learned a lot. There are things I didn't know about or didn't understand enough yet. Now I feel like a follow up course Ethical hacker is something that I wanne do or take more follow-up steps.

20/5/2023
LV
Linda Vos
Business Data Analytics

Very good guidance and fun exercises!

Very good guidance and fun exercises! There is a logical structure to the course!

15/5/2023
Maikel van Poppel

Great course with good content

Great course with good content, decorated in a good and motivating way. You can study when and where it suits you, in short; recommended!

13/5/2023
AND
Emma

This course was very helpful

This course was very helpful in exploring the basics of UX design. The materials were understandable and clear. Thank you, Winc Academy!

5/5/2023
FD
Faizal Dikmoet
Data Analytics with Python

Educational and gained a lot of knowledge

It was an educational and valuable course. Good examples and lots of explanations from the lecturer. Good teaching material and support was very good. I found it very pleasant. It was an eye opener when it came to the many options you have with Power BI. The fabric covers the entire load. From beginner to advanced Power BI user, this is a useful course.

28/4/2023
OAK
Ellen Kruize

Fun online training!

Fun fun course about ChatGPT, including humor and great information.

19/4/2023
JS
Joris Van der Sandt
Data Analytics with Python

I have the 'Data Analytics with Python'...

I took the 'Data Analytics with Python' course and am really excited about it! Before I started, I already had programming experience, but I learned all this myself. Through this course, I learned how to apply the 'better' methods from experienced programmers. All in all, very happy with the course!

27/3/2023
AV
Andre Veerman
Data Analytics with Python

Very good and patient mentors

Very good and patient mentors who want to help you with everything. It is certainly not an easy course, but that is also the intention. And it's healthy to put the brain to work, so if you really choose a different direction in your career, don't sit still and sign up for a course at winc academy

25/1/2023
PI
Pien

Cybersecurity for everyone

This course is a very in-depth look into the working of cyber security. What a person can do to increase his/her/their online security. It will make you see where you need more action. Plus links to valuable sites. I enjoyed this course and have learned a lot.

10/11/2022
MY
Mehmet Yavaş
Front End Development

It's never too late to learn something new!

It's never too late to learn something new! And Winc Academy is the place to start. I knew nothing about programming, but now I see that I learned a lot in a few months during the course. Thanks Winc Academy.

13/7/2022