Your address will show here +12 34 56 78

Data Scientist with Python

Machine learning algorithms with Python

The profession of data scientist is one of the most sought-after in the 21st century. This part time online course from StackFuel will teach you how to use supervised and unsupervised machine learning algorithms, different data visualization methods and data storytelling so that you are able to take on the role of data scientist after you finish the course. You will develop the skills you need to work as a data scientist. You can then apply the knowledge you gained in your department and implement machine learning algorithms by yourself. During the course, you will work in our browser-based, interactive learning environment, the Data Lab. This is a full programming environment where you can execute code you write yourself.

Target group

The Data Scientist course is suitable for anyone who wants to analyze data and make predictions based on this data in order to make data-driven decisions. You should be also be interested in machine learning. A good knowledge of Python and common modules (pandas, matplotlib) is required to participate in the Data Scientist Course.

Learning object

The objective of the course is to understand and use performance metrics and assumptions from supervised and unsupervised learning models with sklearn. You will also learn
data storytelling principles as well as best practices for informative visualization design with bokeh algorithms from supervised and unsupervised learning, such as decision trees and random forests.

Conditions for participation

Training type

FastTrackOnline course - full time or part time
StandardPart-time online course to fit around your work

Time

FastTrackTotal duration: 4 Wochen
StandardTotal duration: 18 Wochen
Total learning time: 108 Stunden

Languages

DE

Next start dates

FastTrack06.04.2020
FastTrack13.04.2020
FastTrack20.04.2020
Standard27.04.2020
Standard29.06.2020
Standard14.09.2020

Price

FastTrack € 3390,-* plus VAT
Standard € 3990,- plus VAT

Contact and consultation

E-Mail: infostackfuel.com

Tel: +49 (0) 30 6800 9503

* This is a limited offer from StackFuel at a lower price.

Training formats

Data Scientist with Python Data Scientist with Python

Hands-on learning environment

Participants learn using current technologies and the latest Python libraries.

Advanced technology stack

Our trainings make use of real data sets as well as industry business cases to create hands-on Learning scenarios.

Browser-based

Participants have access to all the computing power they need to complete the course.

Innovative Data Lab

The course takes place in your browser, you don’t need to install any special software.

Modules

Module 1

Data Wrangling: Gaining New Insights

Refresh skills in data processing with pandas

Gain new insights from structured, semistructured and unstructured data

Use relational and NoSQL databases

Module 2

Machine Learning: Algorithms at Work

Create forecasts using Scikit-learn

Differentiate between supervised and unsupervised learning and apply each type competently

Implement typical algorithms, such as Random Forest, Bayes Classification, Clustering

Module 3

Inferential Statistics for Data Scientists

Run data queries and resolve them with inferential statistics

Perform A/B testing with the help of classical and Bayesian statistics

Module 4

Using Big Data the Smart Way

Use data within a Hadoop infrastructure

Accelerate data processing with the help of Spark

Starting dates

06.04 - 04.05.2020Length: 4 Wochen
13.04 - 11.05.2020Length: 4 Wochen
20.04 - 18.05.2020Length: 4 Wochen
27.04 - 31.08.2020Length: 18 Wochen
29.06 - 02.11.2020Length: 18 Wochen
14.09 - 18.01.2021Length: 18 Wochen

Curriculum

Request the course curriculum for more detail about the course material!

Data Scientist with Python
Data Scientist with Python

FastTrack-Trainings

To make better use of the advantages of online courses, such as the flexibility and freedom to do the course wherever you are, StackFuel has added a new option to its range of services: FastTrack courses. This format combines the advantages of our training courses with the opportunity to complete them full-time or part-time, so that you can acquire the relevant knowledge in the field of analytics and data science in the shortest possible time and incorporate it into your company.

Certification

StackFuel's specialist courses follow a practical approach that helps employees get into the job roles of the future and gives them the necessary skills to create real added value from data. This is also reflected in the final project that the participants carry out and which our mentoring team, made up of educational data scientists, analyzes and evaluates. Participants receive a certificate based on this at the end of the course, which they can use in various social networks as well as privately, as proof of their newly acquired knowledge and skills.

Data Scientist with Python
  • testimonial

    Alexander Groß

    Data Analyst at AIC Portaltechnik

    The Data Lab offers real value, where the practical relevance is particularly noticeable. The tasks were clearly described and illustrated, so that I always knew what I had to do – that was a great experience!

  • testimonial

    Lutz Schneider

    Strategic buyer at Axel Springer SE

    The greatest value for me is the practical relevance and the fact, that I can quickly implement what I have learned and adapt it for myself – that is the real learning success behind the courses.

Other Trainings

Data Awareness thumbnail

Data Awareness

A seminar that covers the basics of data analytics to gain an understanding of data-driven work and decision-making and to synchronise team work.

Type
Training
Level
Basic
Duration
4 Wochen
Data Analyst in Python thumbnail

Data Analyst in Python

A practical, hands-on training that will teach you how to analyse and visualise data, and perform basic statistical operations on data with Python.

Type
Training
Level
Medium
Duration
15 Wochen

For Individuals

Looking to enhance your data skills?

Are you looking to enhance your digital skills, and stay up to date with industry trends? We can help you convince your employer.

Your Business

A home for data professionals

Are you looking to develop and retain your in-house talent with first-class training in high demand digital skills?

By visiting our site, you accept our Privacy Policy.