Bootcamp

Data Science
course in Casablanca

Chart a new career path as a data scientist with the #1 ranked bootcamp in Casablanca or online.

⭐️

4.98/5 - 5,200+ student reviews

Casablanca
Casablanca
Casablanca
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Course info

Master the fundamental skills of a Data Scientist
in just a few weeks

✔

Data Analytics Toolkits

Master the fundamental tools of programmatic data-analysts: Python as a backbone, SQL for queries and Jupyter Notebooks for visualization.

  • Python
  • SQL
  • Jupyter
  • Matplotlib
✔

Decision Science

Leverage statistics to build advanced analyses and take well-informed business decisions: statistical inferences, hypothesis testing, multivariate regression and confidence intervals.

  • PandasPandas
  • NumpyNumpy
  • StatsmodelsStatsmodels
✔

Machine Learning & Deep Learning

Master Machine Learning and Deep Learning workflows (data preparation, model selection, evaluation, and fine-tuning) and understand mathematical concepts and numerical implementations behind models.

  • Scikit-LearnScikit-Learn
  • TensorflowTensorflow
  • Google ComputeGoogle Compute
✔

ML Engineering & Team Projects

Package your models into replicable Python code that can be trained on big data in the cloud, using virtual machines and online databases. Monitor & retrain models when needed, and expose them to the world through APIs.

  • GitGit
  • DockerDocker
  • MLflowMLflow
  • FastAPIFastAPI

You can start for FREE! Join a live workshop for web development, data analytics, or UX design.

What you will learn in practice

You will learn Data Science through 6 modules, either full-time for 2 months or part-time for 6 months.

Prepwork: get ready to start the bootcamp!

40h

Once you’ve been accepted, you'll receive about 40 hours of online learning resources, carefully curated by Le Wagon to be intuitive and interactive. This prepwork will ensure you have the necessary foundations in Python and maths before the bootcamp starts.

  • Setup your learning environment (notes, text editor, ...)
  • Terminal, Git and OS basic commands
  • Python foundations 
  • Maths foundations (in a fun & intuitive way!)

What you will do in practice

  • 40 hours of online tutorials
  • Curated resources from Le Wagon to gain solid foundations

Data Analysis

80h

Learn Python for data science: extract data from relational databases, manipulate big data matrix and build visualizations. Understand key maths concepts for data analysis like statistics & linear algebra.

  • Source data from files, web-scraping, or APIs
  • Manipulate data with Python, Pandas & Numpy
  • Query / store data with SQL & Google Big Query
  • Visualization with Jupyter Notebook, Matplotlib, Seaborn & Plotly

What you will build in practice

  • A database built by scraping data from online bookstores
  • Advanced analysis of football performances in SQL
  • Visual dashboard connected to stock-market APIs

Decision Science

40h

Put yourself in the shoes of a data consultant, and learn how to survive the data preparation phase of a vast dataset. Extract insights by interpreting statistical results based on multivariate regression models, hypothesis testing, and confidence intervals.

  1. Statsmodels for multivariate linear/logistic regressions
  2. Packaging and object-oriented programming in Python
  3. Notebook-based presentations with interactive graphs

What you will build in practice

  • 40h-long data consulting challenge based on real data from a marketplace
  • Individual presentations of your key findings to your client

Machine Learning

80h

Implement the Machine Learning workflow with Scikit-Learn (data preparation, feature engineering, model selection, evaluation, and fine-tuning) and understand maths intuitions and numerical implementations of ML models.

  • Scikit-learn and XGBoost libraries
  • Supervised learning (linear, KNN, SVM, Trees, Ensembles)
  • Unsupervised learning (PCA, K-means, t-SNE, DBSCAN)
  • Structured data (tabular, time-series with SARIMAX...)
  • Unstructured data (images, text with Naive-Bayes, Tf-idf, LDA...)

What you will build in practice

  • Machine Learning models perfectly fine-tuned to your tasks
  • Pipelines combining data processing and model predictions
  • Image compression model by color clustering 
  • Spam detection algorithms
  • Prediction model for house prices

Deep Learning

40h

Unveil the magic behind Deep Learning! Understand the architecture of neural networks (neurons, layers, stacks) and their parameters (activations, losses, optimisers). Build your own neural networks (dense, recurrent, or convolutional), to work on images, sequences and texts. Learn how to re-use and transfer learning from pre-trained “big-models”  from latest open-source research! Get your hands dirty with auto-encoders, batch data processing pipelines, and GPU training.

  • TensorFlow
  • Keras
  • Google Colab

What you will build in practice

  • Dense neural network for fraud transaction detection
  • Transfer learning for image classification
  • Auto-encoders for image compression and denoising
  • Recurrent networks for weather forecasting
  • World embedding for sentiment analysis or text auto-completion

Machine Learning Engineering (MLOps)

40h

Turn your best handcrafted models into a replicable python package that can be trained on big data in the cloud, using virtual machines and online databases. Monitor your model performance as new data comes in, retrain it when needed, and expose its predictions to the world via APIs or websites.

  • VS code & command line
  • Google Cloud, Virtual Machines, SSH for the trainer
  • MLflow & Prefect for DAG orchestration
  • Docker & Fast API for the backend
  • Streamlit for the frontend

What you will build in practice

  • ML model for predicting taxi fares, trained on big data on the cloud with GPUs
  • Visual web dashboard showing live predictions (on charts, maps, etc.)
  • Trained models in production capable of self-healing

Project weeks

80h

Projects Phase is the ultimate experience of the course. Collaborate efficiently in teams of 3-4 people on a real data science project that you will either join or pitch to your class. Use either open-data repositories (government initiatives, Kaggle, Paper with Code, etc...) or bring your own private dataset. With full-time mentoring from expert teachers, let your wildest dream come true!

What you will build in practice

  • Make an app with a live demo of model predictions
  • Create an in-depth analysis of a business dataset
  • Replicate latest AI research papers with Big Models!

Career Week: start your career in data science!

Meet data science experts working in startups or large companies, prepare your CV and do mock interviews to prepare your job search. Go deeper into essential data topics.

  • Preparation for your job search
  • Connection to our 19,000 alumni and 985+ hiring partners

What you will do in practice

  • 1:1 coaching 
  • Review of your CV and cover letter
  • Preparation for technical interviews

Schedule

Accelerate your transition into tech
through our immersive program

Lectures

Lectures

Tune in to engaging lectures, illustrating key concepts with lots of practical examples, before putting what you’ve learnt into practice.

Challenges

Challenges

Pair up with your buddy to work on a series of programming challenges with the help of our teaching staff.

Live Code

Live Code

Join an interactive coding session with one of our experienced teachers & solve problems together with your class.

Teacher support

Teacher support

Ask your questions via our online helpdesk and receive answers and teaching support from one of our expert teaching assistants.

  • Lectures
    Lectures

    Tune in to engaging lectures, illustrating key concepts with lots of practical examples, before putting what you’ve learnt into practice.

  • Challenges
    Challenges

    Pair up with your buddy to work on a series of programming challenges with the help of our teaching staff.

  • Live Code
    Live Code

    Join an interactive coding session with one of our experienced teachers & solve problems together with your class.

  • Teacher support
    Teacher support

    Ask your questions via our online helpdesk and receive answers and teaching support from one of our expert teaching assistants.

Choose the learning schedule that suits you

Full-time

2 months

Ready to dive into tech? Join our intensive course. Monday to Friday, 9am to 6pm.


Live sessions

Every weekday morning & late afternoon

Challenges

Every weekday afternoon

Live teacher support

Monday to Friday, 9am to 6pm

✔

Graduate in 2 months

✔

All day peer-to-peer learning

✔

40 hours of study in total, per week

Part-time

6 months

Have commitments? Learn in your free time when it’s most convenient for you.


Live sessions

Twice a week in the evening and/or Saturday

Challenges

Anytime

Live teacher support

Weekdays and Saturday

✔

Graduate in 6 months

✔

Learn collaboratively with peers online

✔

16 hours of study in total, per week

Get certified with the RNCP 6 AI developer title, level Bac +¾

After the program, you’ll be awarded the title of Artificial Intelligence Developer by Le Wagon (RNCP certified - level 6 EUR), a Bac +3/4 equivalent.


After all your hard work, you’ll get a diploma in data science that completes your curriculum and makes your resume even more attractive!

Casablanca certification

Need more details about our Data Science bootcamp?

✔

Understand the goal of the bootcamp

✔

Get our syllabus week by week

✔

Understand our methodology

Coursereport

4.98 / 5

2493 reviews
Switchup

4.98 / 5

2539 reviews
Careerkarma_white

4.9 / 5

1014 reviews

Download our Data Science syllabus

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Passionate teachers, acclaimed methods & real-world skills

  • Small cohorts with 1 teacher for 7 students
  • Practice on real data from the best European tech companies
  • Get real-time answers to never be stuck
  • Keep lifetime access to Le Wagon's learning platform
  • Design and pitch your final project in teams
Coursereport

4.98 / 5

2493 reviews
Switchup

4.98 / 5

2539 reviews
Careerkarma

4.9 / 5

1014 reviews
  • "Le Wagon changed my life. I went from designing ads to building an app that eventually got Google’s attention. Now me and my co-founders (who I also met at Le Wagon) all work at Google living our best lives."

    Allan Holmes Google

    Allan Holmes

    Now Interaction Designer at Google

  • "The bootcamp allowed me to acquire a solid foundation in Data Science, to practice on real world problems, to join a lively and close-knit international community and to land the job of my dreams as a Data Analyst! I 100% recommend Le Wagon!"

    Capucine Dehaut Getaround

    Capucine Dehaut

    Now Data Scientist at Getaround

  • "If you are looking for a bootcamp that offers a comprehensive curriculum, a great learning environment and incredible post-bootcamp career support then Le Wagon is for you!"

    Joseph Gulay Ernst & Young

    Joseph Gulay

    Now Data Analyst at Ernst & Young

  • "It is stunning how much you learn in only 9 weeks, not only web development but also how to challenge yourself and grow as a person!"

    Carolina Cota N26

    Carolina Cota

    Now Backend Developer at N26

  • "I loved my experience at Le Wagon, especially the last 2 weeks of teamwork: Developing an idea, visualising it in mock-ups, breaking it down into development tasks, and pitching the final product. This is the essence of product culture!"

    Adrien Moison Back Market

    Adrien Moison

    Now Head of Product at Back Market

  • "Only two months after finishing the Bootcamp, I landed my first job as a Junior Software Engineer. That would not have been possible without the amazing career support from Le Wagon’s staff."

    Mathieu Longé 99designs

    Mathieu Longé

    Now Software Engineer at 99designs

  • "The bootcamp gave me the opportunity to learn about the full process of building a product and to confirm I particularly love the design and frontend side of things."

    Caroline Bixner Deloitte Digital

    Caroline Bixner

    Now Senior Service Designer at Deloitte Digital

  • "I expected a lot from Le Wagon for my Data Science formation and the global experience was even better: the content of the formation and the custom learning platform were really well structured and all the people at Le Wagon very helpful."

    Josselin Grouas IBM

    Josselin Grouas

    Now Data/IA Manager Consultant at IBM

  • "I warmly recommend Le Wagon to anyone who wants to sky rocket their career in our increasingly digital world. Le Wagon is more than just a coding school it’s a proper experience and a human melting pot."

    Christophe Arendt Capgemini

    Christophe Arendt

    Now Data Engineer at Capgemini

  • "I am grateful for the valuable knowledge and experience that this program provided me with. I would encourage anyone who wants to change to a career in tech to join this excellent program."

    Asma Laaribi Shopify

    Asma Laaribi

    Now Developer at Shopify

  • "Le Wagon has a huge emphasis on culture and community. The energy is incredibly positive & the Teachers/Teacher Assistants are always happy to help and answer questions."

    Thomas  Temple Hall & Wilcox

    Thomas Temple

    Now Software Engineer at Hall & Wilcox

  • "Le Wagon is a great way to get into tech and learn a new skill with good teachers to support your journey and definitely don’t be shy to ask 100 questions like I did."

    Ștefania-Ella Centea ASDA

    Ștefania-Ella Centea

    Now Junior Product Manager at ASDA

  • "After 3 years working in Investment Banking, I decided to update my skill-set with some tools that I could use for whatever my next professional challenge would be."

    Ayelen   Klas Razor Group

    Ayelen Klas

    Now Sr. Growth & Operations Manager at Razor Group

  • "Le Wagon truly changed my life with coding. Coming from a sales background, it enabled me to acquire the technical knowledges to start a developer career."

    Isabelle  Ferrier amlconsult GmbH

    Isabelle Ferrier

    Now Web Developer at amlconsult GmbH

  • "Le Wagon changed my life. I went from designing ads to building an app that eventually got Google’s attention. Now me and my co-founders (who I also met at Le Wagon) all work at Google living our best lives."

    Allan Holmes Google

    Allan Holmes

    Now Interaction Designer at Google

  • "The bootcamp allowed me to acquire a solid foundation in Data Science, to practice on real world problems, to join a lively and close-knit international community and to land the job of my dreams as a Data Analyst! I 100% recommend Le Wagon!"

    Capucine Dehaut Getaround

    Capucine Dehaut

    Now Data Scientist at Getaround

  • "If you are looking for a bootcamp that offers a comprehensive curriculum, a great learning environment and incredible post-bootcamp career support then Le Wagon is for you!"

    Joseph Gulay Ernst & Young

    Joseph Gulay

    Now Data Analyst at Ernst & Young

  • "It is stunning how much you learn in only 9 weeks, not only web development but also how to challenge yourself and grow as a person!"

    Carolina Cota N26

    Carolina Cota

    Now Backend Developer at N26

  • "I loved my experience at Le Wagon, especially the last 2 weeks of teamwork: Developing an idea, visualising it in mock-ups, breaking it down into development tasks, and pitching the final product. This is the essence of product culture!"

    Adrien Moison Back Market

    Adrien Moison

    Now Head of Product at Back Market

  • "Only two months after finishing the Bootcamp, I landed my first job as a Junior Software Engineer. That would not have been possible without the amazing career support from Le Wagon’s staff."

    Mathieu Longé 99designs

    Mathieu Longé

    Now Software Engineer at 99designs

  • "The bootcamp gave me the opportunity to learn about the full process of building a product and to confirm I particularly love the design and frontend side of things."

    Caroline Bixner Deloitte Digital

    Caroline Bixner

    Now Senior Service Designer at Deloitte Digital

  • "I expected a lot from Le Wagon for my Data Science formation and the global experience was even better: the content of the formation and the custom learning platform were really well structured and all the people at Le Wagon very helpful."

    Josselin Grouas IBM

    Josselin Grouas

    Now Data/IA Manager Consultant at IBM

  • "I warmly recommend Le Wagon to anyone who wants to sky rocket their career in our increasingly digital world. Le Wagon is more than just a coding school it’s a proper experience and a human melting pot."

    Christophe Arendt Capgemini

    Christophe Arendt

    Now Data Engineer at Capgemini

  • "I am grateful for the valuable knowledge and experience that this program provided me with. I would encourage anyone who wants to change to a career in tech to join this excellent program."

    Asma Laaribi Shopify

    Asma Laaribi

    Now Developer at Shopify

  • "Le Wagon has a huge emphasis on culture and community. The energy is incredibly positive & the Teachers/Teacher Assistants are always happy to help and answer questions."

    Thomas  Temple Hall & Wilcox

    Thomas Temple

    Now Software Engineer at Hall & Wilcox

  • "Le Wagon is a great way to get into tech and learn a new skill with good teachers to support your journey and definitely don’t be shy to ask 100 questions like I did."

    Ștefania-Ella Centea ASDA

    Ștefania-Ella Centea

    Now Junior Product Manager at ASDA

  • "After 3 years working in Investment Banking, I decided to update my skill-set with some tools that I could use for whatever my next professional challenge would be."

    Ayelen   Klas Razor Group

    Ayelen Klas

    Now Sr. Growth & Operations Manager at Razor Group

  • "Le Wagon truly changed my life with coding. Coming from a sales background, it enabled me to acquire the technical knowledges to start a developer career."

    Isabelle  Ferrier amlconsult GmbH

    Isabelle Ferrier

    Now Web Developer at amlconsult GmbH

Career services

Land your dream job with our career team

Benefit from personalized coaching, attend job fairs, get prepared for interviews, connect with recruiters.

Career services video Play
985+

hiring partners

93%

of graduates find jobs

3 months

on average to find a job

Discover our career services

They recruit Le Wagon alumni

  • Skello
    quote
    Most of our developers and product managers come from Le Wagon! Le Wagon has become a key strategic partner helping Skello to hire great tech talent.
    line
    Quitterie Mathelin-Moreaux

    Quitterie Mathelin-Moreaux

    CEO - Skello

  • Getaround Europe
    quote
    We've hired more than 20 Le Wagon graduates in various engineering, product and data roles. We really value their strong tech foundations and ability to learn fast.
    line
    Simon Baldeyrou

    Simon Baldeyrou

    CEO - Getaround Europe

  • Alan
    quote
    We have recruited some amazing Le Wagon alumni in various tech roles: data, product, ops and engineering. It's a great bootcamp for preparing well-rounded top tech talent.
    line
    Jean-Charles Samuelian-Werve

    Jean-Charles Samuelian-Werve

    Co-founder & CEO - Alan

  • Tayo
    quote
    As a fast paced Scale-up based in EPFL innovation park, we often look for new talents and love hiring Alumni from Le Wagon. We like their mindset and adaptability. They blend very well with our corporate culture. Best proof of that is that today 5 Alumni from Lausanne are working in our team.
    line
    Nathan Tempels

    Nathan Tempels

    Scrum Master - Tayo

  • Doctolib
    quote
    At Doctolib we always strive for the best talents to make access to healthcare fast and equal for everyone. Through Le Wagon, we've found these great talents as they learn exactly the tech skills that help us in our mission.
    line
    Angela  Diapari

    Angela Diapari

    Lead Product Recruiter - Doctolib

  • Malt
    quote
    Le Wagon’s training allows to bring the tech and the business part together, people from Le Wagon are open-minded and flexible, it is precisely what we need in a hyper-growing environment as a scale-up company!
    line
    Elisa Lorenter

    Elisa Lorenter

    Head of Talent Acquisition - Malt

  • PwC
    quote
    Le Wagon Alumni bring experience in other areas that, together with their new learnings from the bootcamp and motivation, turn them into fundamental pieces of solid and diversified tech teams.
    line
    Ricardo Gaspar

    Ricardo Gaspar

    Senior Manager - PwC

  • Foxintelligence
    quote
    We have recruited 4 Le Wagon Alumni this year in our team, who have fitted very quickly into Foxintelligence culture. They have proved to be adaptable, quick learners, and great team collaborators.
    line
    Lucile Ritchie

    Lucile Ritchie

    Strategy & Operations Manager - Foxintelligence

  • Landing.Jobs
    quote
    Both Miguel and Manuel have been great with the challenge of building Landing.Jobs’ platform. We really enjoy both their motivation for constant improvement and their openness to work with our Experience Team.
    line
    Pedro Oliveira

    Pedro Oliveira

    COO - Landing.Jobs

Financing

Do you need help with financing?

Understand your eligibility and learn how to finance your bootcamp.

  • Installment plan - Spread out your tuition payments.
  • Loans - Apply for a loan with one of our partners.
Financing

Admission

How to apply to our Data Science bootcamp

Our Data Science course is very complete and intense. But don’t worry, if you don’t have the suggested requirements we will help you get there!

1

Suggested requirements

Programming: you'll need to be comfortable with data types & variables, conditions, loops, functions and data structures.
Mathematics: you'll need a High School level of Maths, meaning you will be comfortable with functions, derivatives, and systems of linear equations.
2

Book an interview with our enrolment advisor

When you apply, we'll get back to you to schedule a 30 minute video interview. We'll talk about your professional project and your motivation.
3

Pass our technical quiz

You will receive a Programming & Mathematics Quiz to help you and the Admissions team better understand your current level.
4

Payment options & prepwork

The last step will consist of finding the most suitable financing option for you. Then, you'll jump into the prepwork which consists of a 40h training.

Maewenn Drean Aleksandra Mrozowska Azliana Watters Charlotte Margus
Book a free call with our advisors
✔

Discuss your career

✔

Decide which course is the best for you

✔

Understanding your financing options

✔

Get introduced to our methodology

Only have one question?

Send a message

Events

Start your tech journey by attending a free workshop in Casablanca

In addition to our courses, we host free evening workshops and entrepreneurial talks at our Casablanca campus. Come down and meet us!

Web Development course in Casablanca

Data Science course in Casablanca

Data Analytics course in Casablanca

Le Wagon Casablanca

380 Bd Brahim Roudani, Casablanca, Maroc

Casablanca does not have any future events at the moment.

Why not check out one of our FREE live webinars in web development, data analytics, or UX design.

HTML
CSS
JavaScript
Python
SQL
Discover our workshops

You can start for FREE! Join a live workshop for web development, data analytics, or UX design.

380 Bd Brahim Roudani, Casablanca, Maroc

Web Development course in Casablanca

Data Science course in Casablanca

Data Analytics course in Casablanca

Le Wagon Casablanca

380 Bd Brahim Roudani, Casablanca, Maroc

Why you should study Data Science in Casablanca

Join us in the heart of the city for the ideal environment for thriving in your tech journey! We have open-plan communal areas for hands-on project development, lecture rooms for learning new coding languages, and cozy communal areas for relaxing or networking on our campus. You'll also have access to a dedicated Alumni workspace after graduation, as well as lifetime access to our Alumni Slack channels for collaborating and networking with over 15,000 keen developers.

Casablanca is an African hub for technological innovation! Global giants have settled in Casablanca to make it a gateway to Africa.

In just a few weeks, you'll go from Data Enthusiast to Data Scientist with our Data Science course. You will be able to analyze data to make decisions, implement AI and Machine Learning models, and create a real-world data application. Enter the world of Data Science as a Data Analyst, Data Engineer, or Data Scientist to advance your academic studies or solve global issues !

F.A.Q.

More than a bootcamp.
Join a global tech network for life.

By choosing Le Wagon, you are joining a supportive community of alumni, teachers, tech recruiters. Benefit from life-long access to the course material, and to our network job offers.

19,297

alumni

45

campuses

1,500

tech experts and professors

93k

meetup members

Need more details about our Data Science bootcamp?

✔

Understand the goal of the bootcamp

✔

Get our syllabus week by week

✔

Understand our methodology

Coursereport

4.98 / 5

2493 reviews
Switchup

4.98 / 5

2539 reviews
Careerkarma_white

4.9 / 5

1014 reviews

Download our Data Science syllabus

Loading form...