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Data Science Bootcamp in Hamburg

Data Science

Level up your career with our 12 week Data Science bootcamp in Hamburg.

Next cohort starts: June 29, 2020 (9800€)

Your new career starts here

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Preparation Phase

Get started with the core skills that you need

Using Python basics, Linear Algebra and calculus, you will learn to write your very first programs. You’ll begin working with programming fundamentals such as data types, loops and conditionals. Once you’ve finished the prep course, you’re required to solve a small data analysis challenge to make sure you’re up to speed and ready for the on-site portion of our coding bootcamp.

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Phase I

Machine learning, data analysis and more

We’ll kick off the course with data analysis and machine learning with Python on a different project each week. You’ll learn to use the pandas library to rapidly wrangle and visualize datasets, as well as learning to train models with scikit-learn. You’ll get under the hood and start to learn the maths behind the models, and learn to optimize model performance and discuss business cases. In this phase you’ll also get started with Deep Learning and get your computer to understand images and text in order to build a recommender system.

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Phase II

Time for the back-end.

For bigger datasets, databases are must-have. You’ll store data in a SQL database, install your programs on a remote server and manage entire data pipelines. You’ll learn to manage PostgreSQL databases, examine query performance and do full-text search. You’ll deploy programs to cloud servers, building an interactive dashboard. Coordinate databases, web APIs and ETL jobs using Airflow and Docker. Finally, you’ll use Software Engineering techniques to write bigger software cleanly.

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Phase III

Deep learning and your final project

Time for the world of Deep Learning. You’ll learn how to build image processing systems and language processing systems with Keras. You’ll also get an overview of state-of-the-art technologies such as Adversarial Networks and Reinforcement Learning. In the final two weeks of the course you’ll combine everything you’ve learnt in your self-defined final project.

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Phase IV

A place to continue to learn and develop.

Having completed the Data Science bootcamp, you’re free to come to Spiced to continue to work and hone your portfolio. Spiced will keep its doors open to you for 6 weeks after graduation, allowing you to receive guidance during your job search and put any final touches needed on your portfolio.

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Curriculum

Know your language at glance:

Data Analysis in Python

Become fluent in using Python to collect, analyze, and visualize data, focusing on the powerful libraries Pandas & NumPy.

Machine Learning

Delve into the world of supervised and unsupervised learning with the scikit-learn and statsmodels frameworks.

PostgreSQL

Organize data in SQL databases like PostgreSQL, fill it with data and run queries.

Data Infrastructure

Deploy code on remote servers using Docker and AWS, and build an online dashboard.

Software Engineering

Acquire state-of-the-art engineering tools to write, test, and deploy bigger Python applications.

Git & Bash

Use Git and GitHub throughout the course to collaborate & version control your code.

Want to find out more?

Career
Services

Practical, real-world approach

Real-world technical interviews

An extensive focus on passing real-world technical interviews.

Tailored coaching sessions

Tailored coaching sessions

Unlimited one-to-one coaching sessions, helping you to develop professionally.

More than just technical skills

Professional development

We're here to support you with the personal changes in your career transition, too.

An insider view

An insider view

We share the insider view of the the latest recruitment processes in Germany and beyond.

career-services

What our students say:

Kent Troutman
Data Scientist at Deutsche Bundesbank

The intense method of the boot camp helped me get to the next level skill-wise. I kept up my end and worked hard, as did my classmates, and Kristian made sure that no one was left behind.

What our students say:

Lilian van Someren Greve
Junior Data Scientist at TeamViewer

Having worked in Business Intelligence, Spiced was able to bridge the gaps in my knowledge regarding Python and a deeper understanding of how some key Data Science models work. You can learn an amazing amount in 3 months, if you're willing to.

What our students say:

Helena Schock
Data Scientist at Hummingbird Diagnostics

Class is intense, but in a good way. Looking back at the 12 weeks I spent at Spiced with such an amazing group of people, I wouldn’t want to miss any of it.

What our students say:

Konstanin Mack
Data Scientist at Football Radar

Kristian, the head teacher, is just amazing. He knows everything about Data Science and - maybe even more importantly - you can see that he really enjoys teaching.

What our students
have built

What our students
have built

Predicting Alzheimer's from MRI

by Glynnis M.

Distinguishes the brains of cognitively normal patients from those diagnosed with Alzheimer's.

What our students
have built

What our students
have built

Analysis of Next Bike in Berlin

by Steffen M.

Analyzed appx. 10.000 trips in Berlin to forecast daily & hourly demand.

What our students
have built

What our students
have built

Automatic License Plate Recognition

by Nicolai van der L.

Focused on the recognition and OCR of license plates for the automation & optimization of logistics management in warehouses.

What our students
have built

What our students
have built

Aspect-Based Sentiment Mining

by Pauline B.

A drug therapy recommender system that analyzes drug reviews from different data sets.

*This project is a replication of a research paper.

Your teachers in Hamburg

Where our graduates work

ebay
thoughtworks
soundcloud
accenture
zalando
bcg
audible
wework

Take the next step in your career

Our Data Science courses in Germany are available for funding with the Agentur für Arbeit.

Dates

Hamburg

Next cohort

June 29, 2020 - September 18, 2020