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Data Science
Bootcamp

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Mar 21, 2024
Become a master of data: Turn it into relevant information with Python and machine learning, and learn world-class coding to solve real-world problems.

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Course content

All content at a glance

Become a Data Scientist and take your career to the next level

Your logical next step: our Data Science further education in Hamburg, Frankfurt, Munich or remotely (live online). Learn everything you need to get started as a data scientist in modern companies or research: For example, working with Python, machine learning, neural networks, as well as the most common methods and frameworks from the industry. In addition, we make you a professional in data visualization and communication with stakeholders - so that you are 100% ready for your tech job.

Data scientist further education: Learn to get value out of data with Data Science 

In our Data Science Bootcamp, you will be mentored by 2 top coaches, receive 540 hours of effective instruction, real-world assignments and 1:1 feedback sessions. With trainings in agile methods and presentation, we prepare you for the job in a practical way. This also includes your digital capstone project, which you will work on in the team during the last 4 weeks. Through interview training and career coaching, you will be able to handle the upcoming job applications with ease. Curious? We look forward to seeing you in the Data Science Bootcamp.

For whom is our Data Science further education suitable?

A Data Scientist further education is absolutely possible if you are already a natural scientist, economist or engineer. This also applies to temporary soldiers after completing their service. If you want to become a Data Scientist, you should have one thing above all: motivation. We promote DiversITy, regardless of gender, sexual orientation, social and ethnic background, etc., and welcome everyone who is motivated: Let's code! 🌈. Learn more about becoming a data scientist in our latest blog article.

Keyfacts

  • Full-Time: 12 weeks (Mo – Fr, 9am – 6pm)
  • Participants: approx. 15
  • Coaches: 2 per bootcamp
  • Locations: Hamburg, Frankfurt, Munich or remote (live online)
  • Course language: English
  • Graduation: Certificate "Data Scientist"

Our coaches

Evgeny Savin

Lead Coach Data Science + Machine Learning Engineering

Noa Tamir

Lead Coach Data Science

Tech Stack

Python
Unix
Git
Github
Pandas
SQL
Visualization
Algorithms
EDA
Machine Learning
Tensorflow
Kanban
Keras
Agile methods
Time Series
Download free info material

The course content, application process, pricing & funding all in one pdf.

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Becoming a data scientist means being well paid: Young professionals often earn more than 56,000€ per year.

Starting dates

The next dates: Data Science

By the way: remote bootcamp participants can also use our campus to learn together and exchange ideas. We look forward to seeing you!

Mar
21st Mar21st Jun ‘24

Full-Time

Remote

English

Less than 8 seats free

Secure seat
Apr
22nd Apr17th Jul ‘24

Full-Time

Remote

English

Less than 8 seats free

Secure seat
May
6th May8th Aug ‘24

Full-Time

Remote

English

Less than 8 seats free

Secure seat

Curriculum

This is what you learn in our Data Science Bootcamp

Learn the basics of coding

Unix
Python
Git
Github

Welcome to the Data Science Bootcamp! After a short introduction phase in which you get to know the coaches and other course participants, we start directly with learning the basic skills required for working in a Unix shell. In addition, you will quickly learn the general basics of the Python programming language, in which you will write and execute your first small programs.
By using Git and Github, we will introduce you to modern and collaborative ways of working in the industry. This includes versioning code, as well as working together on the codebase, where we apply concepts like "branching" and "pull requests".

Advanced course 'exploratory data analysis'

Pandas
SQL
Visualization
Exploratory-Data-Analysis

Building on the first phase of your Data Science training, you will now become familiar with tools such as SQL and Pandas for extracting and manipulating data from various sources - these can be individual files, but also databases. After data manipulation, you will move on to Exploratory Data Analysis (EDA), for which you will learn about different visualization libraries.
This phase will conclude with a two-day project focused on EDA - based on real data sets, of course. With a focus on the business case, you will deliver tailored recommendations and meaningful visualizations to fictional stakeholders.

First things first: the machine learning basics

Algorithms
Machine Learning
Supervised Learning
Model Evaluation

Now, basic concepts of supervised learning, such as regression and classification, are covered. You will become familiar with how different models work, including linear and logistic regression, and learn about decision trees and support vector machines. You will also learn when which models are good to use and on which assumptions or simplifications the algorithms are based.
Afterwards, we will teach you about model evaluation and which trade-offs you have to consider when building predictive models. You'll solidify everything you've learned in a 4-day machine learning group project that covers the entire data science lifecycle. Together, you'll set milestones and the goals of your data product while working collaboratively with Git and Github - then present to stakeholders*.

We dive deeper: advanced machine learning

Unsupervised learning
Dimensional reduction
Clustering
Time series

Phase 4 of your Data Scientist training: With a basic understanding of statistical learning techniques and the underlying software implementation, you are now diving into more specialized methods, such as time series prediction.

In a world where much of the data generated is "unlabeled," it's important to also address the challenges of unsupervised learning. Therefore, in the Data Science course you will also get an introduction to the techniques used for this purpose, such as dimension reduction and clustering.

Neural networks and their applications

Artifical Neural Networks
Natural Language Processing
Tensorflow
Keras

In order to also gain a good understanding of the concepts that are often referred to as "AI" today, you will receive an introduction to artificial neural networks in Phase 5 of the Data Science training. Building your own deep neural network will improve your understanding of the underlying processes and concepts.
In the course of this, typical application areas, such as natural language processing and related techniques, such as transfer learning, will also be covered. Then it's time for the final phase of your training to become a Data Scientist.

Your finale at the graduation event

Agile methods
Capstone project
Group work
Machine Learning Lifecycle

In order to apply what you have learned in practice and to deepen group work and collaboration even more, the final project provides context and time. Here you will work in small groups on a larger data science problem - from start to finish. Here, each team can choose to find their own problem, use publicly available datasets, or work with data from our corporate partners to solve a real-world business problem.


As a team, you'll develop a solution and regularly present interim results. In the process, you'll apply all your technical and agile skills and learn additional techniques tailored to the project. You have made it. Congrats! 🙌🏼

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Our partner companies

Our locations

Study on an on-site campus

Do you need a change of scenery from your own four walls? Then simply use one of our three locations throughout Germany after consultation: Hamburg, Frankfurt or Munich. Find out more here!

To the locations

Digital campus

Study on our digital campus.

Location-independent and flexible: Our Remote Coding Bootcamps (live online) offer you everything you get at our locations - except the coffee. Check out all the benefits of our digital campus now.

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Financing

Simple and affordable

12 weeks Data Science Bootcamp starting from 9.500€*
*for self-paying persons

Education must be affordable. Check out all the financing options now.

Education voucher
Agentur für Arbeit

Pay directly
No problem

Payment by the employer
Re- & Upskilling

To the education voucher
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Information material

The most important info to download

Everything you need to know about our Data Science training in one pdf: Content, pricing, funding, and everything about the application process. ✅

FAQ

Really good questions, helpful answers.

You still have questions about the training, the prices, the financing, etc.? Then take a look here or contact us directly.

The training within the framework of an IT boot camp is suitable for numerous target groups. Whether you are a dropout, a woman after a family break, a career changer with a new career aspiration, or a regular soldier after the end of his or her service - basically you only need one thing to complete your Data Science training: Motivation!

The price of your Data Science education depends on the financing method you choose. Our Student & Admissions Team will be happy to advise you and find the right way for you. Basically, our courses can cost 0€ with an appropriate scholarship and 8500€ to 9500€ for self-payers, depending on the course.

Here you will find all relevant information about our financing options: pay immediately and pay yourself, or receive funding via an education voucher from the employment agency.

In our Data Scientist training you will learn everything you need to get started as a Data Scientist in modern companies or research: For example, working with Python, machine learning, neural networks, as well as the most common methods and frameworks from the industry. In addition, we will make you a professional in data visualization and communication with stakeholders - so that you are 100% ready for your tech job.

A Data Science course can boost your career enormously! According to Harvard University, the profession of data scientist is one of the most attractive and promising professions of the 21st century. In fact, data scientists are working on the pulse of the digital transformation, because they are already busy with important topics of the future. Sooner or later, digitization will overtake virtually every industry. Interest in data is extremely high, because increasing digitization opens up numerous opportunities for companies to expand their scope of action - especially with regard to customer behavior. And this can be observed, evaluated and influenced on the basis of collected data. This means that data is the gold of the future, and employees who opt for a Data Scientist certification course can significantly improve their career prospects in this future market.

The starting salary as a data scientist after your data scientist training is around €55,000 per year. Depending on the company and professional experience, the salary range may vary. There are almost no upper limits. Not only is the Data Scientist salary comparatively attractive and above the entry-level of other professions, but the chances of job offers are also very good since specialists in this field are in short supply and are increasingly in demand. Too good to be true? You can do it, we'll show you how!


What are you waiting for?

Our Student Admissions team is happy to talk with you, answer your questions, and advise you. Get in touch with us!

Download info materialApply now

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