4 weeks

Machine Learning

The beauty robot of tomorrow

How can we use AI and Machine Learning to our advantage? Are you a tech curious girl who also enjoys the beauty industry? This course can help you utilize computer algorithms to build a simple and innovative cosmetic recommendation system just for you!

The course is developed with the support of ORACLE by the following experts: Marija Nikolic, Sydney Nurse, Renata Khasanova. © Copyright reserved by Empowerment Lab.

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Together with your peers, you will process ingredient lists for your favorite
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products and develop a matchmaker system to help find your perfect beauty
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soul mate!

Class schedule

Once per week
over 4 weeks

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Class duration

90 min.
every week

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Price

34€
per class

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Students per class

5-10 students
per class

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Who is this course for?

A beginner-level intro course for girls 15-18 years looking to take their passions in the beauty industry to the next level!

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Skills developed

Our approach is to support students
in exploring their abilities and talents.

Soft Skills

01 Problem-solving

02 Communication

03 Big picture thinking

04 Presentation skills

Hard Skills

01 Operations in Colab notebooks

02 Data structuring - Google Colab

03 Programming language - Python

04 Data analysis - Python

What do I need to join
the online class?

Each participant must have access to:

01

Сomputer

With a fully functional
camera and microphone

02

Browser

A modern browser like
Chrome or Safari

03

Gmail account

To have access to
a Google Drive folder

04

Zoom

To participate in
online classes

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Learning Goals

Combining both Machine Learning with a practical approach to the Beauty Industry, this course allows participants to gain insight into how we map out products and cater to specific users. By the end of this course, each student develops a simple cosmetics recommendation system.

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A peek at your classes:

Class 1

What is Machine Learning?

The Future is Exciting! Ready?

Explore how ML works in the fields of Image Recognition, Product Recommendations, Social Media, Fake News, and Features. After gaining an overview of ML, you will specifically focus on developing a simple Product Recommendation algorithm by using Cosmetics datasets based on: ingredients, rank, price, and effects on the skin.

Class 2

Python Basics

Hello, World!

Practice giving computer instructions with your newly developed programming language -Python on a Google Colab! Google Colab is an easy-to-use online notebook that creates and shares documents containing live code.

Class 3

Data Analysis with Python

Harvest Insights From Your Beauty Data

Analyze prices, ranks, skin types, and the chemical components of more than 100 brands available on the market, including CLINIQUE, Sephora Collection, GLAMGLOW, BIODERMA and much more. By the end, we will be comparing ingredients and deciding why some products outperform others.

Class 4

Using Machine Learning

Build a Simple Cosmetic Recommendation

In the final step, you will map out cosmetic items based on their ingredients similarities and give content-based filtering recommendations. Your contributions can help shoppers around the world every day!

Meet our clients

1 / 2

Student: Lina SamSam

Course: Digital Media

30.01.2021
Star Star Star Star Star

Student: Lina SamSam

Course: Digital Media

30.01.2021
Star Star Star Star Star

The course was super cool!

I am very happy to have been able to create my own site, on which I can write about my canaris and tell their stories. Thanks again to the Team!! 🙂​

Parent: Veronica P.

Course: Data Analysis in Excel

30.12.2020
Star Star Star Star Star

Student: Lina SamSam

Course: Data Analysis in Excel

30.12.2020
Star Star Star Star Star

I am sitting with my daughter and she is having a lot of fun!

She actively participates - the teacher is really encouraging and makes sure everyone is involved. I am really impressed. Thank you!

Parent: Sean Caroll

Course: Digital Media

14.10.2020
Star Star Star Star Star

Parent: Sean Caroll

Course: Digital Media

14.10.2020
Star Star Star Star Star

Not only is Empowerment Lab fighting against inequity and injustice

They are offering an amazingly interesting and fun course in technology for teenage girls. I haven't heard of a course quite like theirs, that offers the full concept-to-website flow, including learning graphic design tools. Amazing job!

Parent: Julia Kirchner

Course: Game Development

02.03.2021
Star Star Star Star Star

Parent: Julia Kirchner

Course: Game Development

02.03.2021
Star Star Star Star Star

Thanks to Marija Musja and Empowerment Lab for proposing Game Development course!

Carolina is enjoying the learning experience and is happy to be creating a video game. Patience and perseverance is key for such a journey and I am excited to see the outcome 😃​

Parent: Sean Caroll

Course: Digital Media

13.05.2019
Star Star Star Star Star

Parent: Sean Caroll

Course: Digital Media

13.05.2019
Star Star Star Star Star

My daughter attended the recent Empowerment Lab course.

and she proudly shared the website link with family and friends. What was also very interesting, especially for teenage girls, was how the lab taught that images are manipulated in media and on social media. It is easier for girls to have a positive body image when they understand that the images they see in the media every day are actually being manipulated. This lesson was well reinforced by the girls who learned to manipulate photos themselves with Photoshop.

Parent: Christine Durinx

Course: Game Development

10.12.2020
Star Star Star Star Star

Parent: Christine Durinx

Course: Game Development

10.12.2020
Star Star Star Star Star

First of all, a huge thank you to the Empowerment Lab team!

Maelyse is absolutely delighted with the course. She had a great time, is proud of the skills she learned and spent a fair amount of time showing us what she had learned. The pace and number of hours was perfect, the support very professional. We wish you a very nice end of the year and good luck with your activities, thank you again!

Student: Lina SamSam

Course: Digital Media

The course was super cool!

I am very happy to have been able to create my own site, on which I can write about my canaris and tell their stories. Thanks again to the Team!! 🙂​

Student: Lina SamSam

Course: Data Analysis in Excel

I am sitting with my daughter and she is having a lot of fun!

She actively participates - the teacher is really encouraging and makes sure everyone is involved. I am really impressed. Thank you!

Parent: Sean Caroll

Course: Digital Media

Not only is Empowerment Lab fighting against inequity and injustice

They are offering an amazingly interesting and fun course in technology for teenage girls. I haven't heard of a course quite like theirs, that offers the full concept-to-website flow, including learning graphic design tools. Amazing job!

Parent: Julia Kirchner

Course: Game Development

Thanks to Marija Musja and Empowerment Lab for proposing Game Development course!

Carolina is enjoying the learning experience and is happy to be creating a video game. Patience and perseverance is key for such a journey and I am excited to see the outcome 😃​

Parent: Sean Caroll

Course: Digital Media

My daughter attended the recent Empowerment Lab course.

and she proudly shared the website link with family and friends. What was also very interesting, especially for teenage girls, was how the lab taught that images are manipulated in media and on social media. It is easier for girls to have a positive body image when they understand that the images they see in the media every day are actually being manipulated. This lesson was well reinforced by the girls who learned to manipulate photos themselves with Photoshop.

Parent: Christine Durinx

Course: Game Development

First of all, a huge thank you to the Empowerment Lab team!

Maelyse is absolutely delighted with the course. She had a great time, is proud of the skills she learned and spent a fair amount of time showing us what she had learned. The pace and number of hours was perfect, the support very professional. We wish you a very nice end of the year and good luck with your activities, thank you again!

1 / 6

Machine Learning

By the end of this course, each student develops a simple cosmetics recommendation system.

Our gallery
  • Projects developed by students
  • Pictures from previous classes
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Left hand
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Available times

Zurich/Paris Time (CET)

01 4 weeks

Start date:

5 September

Total per course *

136€

Timetable

5 September Monday
5:30pm - 7:00pm
12 september Monday
5:30pm - 7:00pm
19 september Monday
5:30pm - 7:00pm
26 september Monday
5:30pm - 7:00pm
Enroll
02 4 weeks

Start date:

10 October

Total per course *

136€

Timetable

10 October Monday
10:00am - 11:30am
11 October Tuesday
10:00am - 11:30am
12 October Wednesday
10:00am - 11:30am
13 October Thursday
10:00am - 11:30am
Enroll
03 4 weeks

Start date:

3 November

Total per course *

136€

Timetable

3 November Thursday
5:30pm - 7:00pm
10 November Thursday
5:30pm - 7:00pm
17 November Thursday
5:30pm - 7:00pm
24 November Thursday
5:30pm - 7:00pm
Enroll

You want to attend the course but the timing doesn't fit
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your availability?

No problem! Contact us and let us know what time would work better for you, and we will try to accommodate.

Contact us