Data Science
Part Time

In 24 weeks, learn python, data analysis, machine learning and NLP.

Next edition: September 28th 2020 - March 30th 2021

allWomen Data Science Part Time course. What you are getting into? 

This course is for women who want to have a greater impact on the career they wish to undertake. We will provide you with the basic skills you need to master in order to work in a data science and AI project. And you will put these concepts into practice by conducting an analysis that is 100% driven by your own interest. With this, we allow you to build a portfolio that best matches your ambitions & needs.

  • 24 weeks part-time
  • 288 hours of lectures + guided practice
  • 100% hands-on
  • Women-only environment
  • Career Development

Find a job within Data Science, one of the raising fields in the tech sector.

This course trains you to apply in any of the following job titles:

  • Data Analyst
  • Data Scientist
  • Data Driven Product Manager
  • Business Intelligence Analyst

Suitable for you if you are a:

Career changer: For women without a STEM background who are driven and passionate about the tech industry and want to take a step into the artificial intelligence sector.

Career Booster: Women who are established in their professional career and want to jump to the next level by adding AI understanding and AI design to their resume.

Entrepreneur: Women who run their own venture or have an entrepreneurial mindset and want to develop an AI-based product or service.

PHD profiles: Women who work or have worked in academia and wish to jump to the corporate sector as well as acquiring the most updated technical skills.

Recent STEM graduate: Women who have studied STEM disciplines and want to take a deep dive into the world of artificial intelligence.



What skills does a data scientist need to be successful ?

In this course you will develop a set of technical and soft skills in order to succeed in your new career path. 

Technical skills you will develop:

  • Statistics and programming foundation
  • Scientific Methodology
  • Data science foundation
  • Data preparation
  • Model building
  • Model deployment
  • Big data foundation

Soft Skills you will develop: 

  • Leadership and professional development
  • Teamwork
  • Oral Communication
  • Time management
  • Skepticism
  • Creativity

Course structure and knowledge blocks

Remote / Pre-work / 60 hours

We want you all to be on the same page from the first day of the program. To do this, we will give you access to a python and statistics courses, together with a a dataset to work on your first Data Analytics project.


On Campus / 24 weeks part-time / In person

Weeks 1 – 3
Programing with Python
Exploratory analysis: univariate & bivariate
Feature engineering

  • Weeks 4 – 6
    Project Design & the role of statistics.
  • Hypothesis testing
  • Credible intervals
    Telling a story with your KPIs in a dashboard.

Weeks 7 – 9
Machine Learning: regression methods
Optimization algorithms

Weeks 10 – 12
Design Thinking – Use cases
Data Mining
Model fine-tuning
Machine Learning: classifiers

Weeks 13 – 15
Unsupervised learning: Use cases
Clustering & clustering optimization

Weeks 16 – 18
Natural Language Processing: Use cases
Traditional NLP vs Deep Learning NLP
Topic Modelling

Weeks 19 – 24
Project Design & Management tools
Scientific Methods
Delivery Results
How to deliver powerful presentations

Career Development

  • Demo Day
  • Hiring Day
  • Career Assessment

A typical week at allWomen campus in Barcelona

We run  2 schedules depending of the cohort:

1. Monday and Wednesday from 18:30 to 21:30
    Saturday from 9:00 to 15:00

2. Tuesday and Thursday from 18:30 to 21:30
     Saturday from 9:00 to 15:00

For both schedules: 

Weekdays are for lectures and practice
Saturdays are for LABS and Projects

On Fridays: 
From 19h to 21h we host tech talks. Check our
Meetup group. 

All our instructors are industry professionals


Idoia Martí Aluja
Data Science Lead Instructor
Scientist and Machine Learning Expert

Nohemy Veiga Moyar
Lead Machine Learning Engineer at everis

Sandra García
Staff Data Scienctist at Adevinta

Develop your careers in Europe’s leading academy for women in tech

Our goal is to help more women either take the leap into the technology sector or continue to develop a meaningful career in this industry.

To help make this leap, we mount a series of initiatives that will provide you with the necessary support to boldly enter the industry with confidence:

  • Demo Days & Hiring Days
  • Career Assessment
  • Female Industry Network
  • Hiring Fairs

Learn everything about the Career Development Plan in our specific section.

A simple admission process

1. Submit the application form.
2. Let’s have a first intro call, will send you a link to schedule it once you have applied.
3. Send us your your CV.
4. Let’s have an interview in person.
5. Do a technical assessment and then will review it together.
6. Sign the contract and make the first payment to access the pre-work. 

You are all set, come learn, enjoy and succeed!

Find the best dates and financial plan for you



We run  2 editions per year
January –  June 
October – April

*Ask us for the exacts dates. 

We have 2 schedules
Monday and Wednesday from 18:30 to 21:30
Saturday from 9:00 to 15:00 

Tuesday and Thursday from 18:30 to 21:30
Saturday from 9:00 to 15:00 


Pay up to 5 installments: 7450€ (VAT included)
Pay upfront: 6450€ (VAT included)


We believe that finances should not be an obstacle to follow your dreams and study something that will change your career! 

That’s why we have partner with Banc Sabadell to whom we agreed great conditions for your split payments! Contact us for more info.

Welcome to tech (and sunny) Barcelona!

allWomen campus

Our campus is located in the city center of Barcelona, in front 
of Santa Caterina Market.

As an allWomen student you will have 24/7 access to the space to work individually or in group in your project. 

From our class to some of the most exiting parts of the city in 5min! so you will be able to discover the city from here.

Why in Barcelona? 

Apart from the obvious: the amazing architecture, the proximity to nature and the sea, a very diverse society, oh the food! and the most exiting cultural events, Barcelona is also gaining its place as one of Europe top tech cities, with an increasing startup ecosystem, being home of some important tech companies such as Typeform, Badi, King, Glovo and many more! and of course hosting some of the most important worldwide tech events, the Mobile World Congress and 4YFN.

Housing in Barcelona. Where to stay?

We want you to have the best and easiest experience during your time studying with us!
That is why
we rely on trusted partners to offer you various kinds of accommodation, adapted to your taste and pocket!

Our partners, Aspasios and BlueStripe will offer you from individual boutique flats to shared acommodations so you only have to concentrate on your studies and on having a great time in Barcelona!

Ask us about our exclusive rates for allWomen students.

All you need to know about our Data Science Part Time program

Do I need a tech background to join the program? 

No, in fact diverse backgrounds are an asset to the course. We all are experts in something!

Which jobs can I apply/get after the course? 

There will be many opportunities to get tech jobs such as Data Analyst, Business Intelligence, Data Scientist, AI & Data Consultant, Data Product Manager.

How does the admission process for AllWomen work?

– Submit the application form.
– Let’s have a five-minute chat on the phone.
– Let’s meet in person and have a personal interview.
– Send us your CV.
– Do a technical assignment.
– You’re in!
– Sign contract.
– Make first payment.
– Access the pre-work. 

How long is the pre-work and how do i do it? 

You need an average of 60 hours to complete the pre-work. 
This is an independent work you will do on your own and in remote. 
You will have access to our learning platform and will assist you all the way. 

Do I need to know how to code?

Prior to the start of the course, you will be given a pre-work to start getting acquaintance with the basic python skills, statistics and its environment. And it will give the basic level for you to start and follow from the first day of the program.

Is it possible to learn Data & AI in this short period of time?

We have tailored a 24-week program that makes it possible for you to go from 0 to 100 on what is needed to start designing and developing new AI technologies. Of course, that will depend on how much energy and dedication you put into it. Throughout your whole learning experience we will offer all the guidance, support, materials and mentorship you might need to finish allWomen bootcamp successfully – the rest depends on you. By the end of bootcamp you’ll be ready to find a job in one of the most emerging branches of tech.

How many hours per week will I be working?

During the bootcamp you will be working from 12 hours a week within class. The format and content of the bootcamp is structured in a way for the students to learn the most they can, so the more time you dedicate during your learning experience, the more you’ll be able to get out of it. Apart from that, some students invest time out of the classroom to go more in depth on what has been taught during the classes. We don’t recommend for the participants to keep side projects throughout the duration of the bootcamp.

Do you help me to find a job?

Yes, thats why we have our hiring partners. We also organize demo day and hiring day. We have careers assessment sessions and mentorship. 

For more information go to our general FAQ section for more extended information, and if you don’t find your answer please get in touch with us at