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Data Science

Your expedition into the depths of data analysis.

FIDA Data Science Schulungen
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Discover with us the world of data science, where data is more than just numbers - it is the building blocks of insight and innovation. Our courses lay the foundation for your ability to analyse complex data sets, identify patterns and create predictive models. From understanding the basics of statistics to applying machine learning, we provide you with the tools you need to turn data into actionable strategies. Your journey to becoming an expert in data-driven solutions starts now. Explore our comprehensive training courses and become part of the data science revolution.

Data Science
Trainings

Machine learning and statistics

FIDA Basic Kurs

Statistics: Basics for data science

Introduction to key concepts of statistics for data science.

Duration: 2 days

Price/participant: 899€ plus VAT.

FIDA Basic Kurs

Machine learning with Sklearn

Overview of the most important methods of machine learning with business cases.

Duration: 2 days

Price/participant: 899€ plus VAT.

FIDA Intermediate Kurs

Supervised Learning: Applications with Sklearn

Practical introduction to central supervised learning algorithms.

Duration: 2 days

Price/participant: 1049€ plus VAT.

FIDA Intermediate Kurs

Unsupervised Learning: Applications with Sklearn

Application-oriented introduction to the most important unsupervised learning algorithms.

Duration: 2 days

Price/participant: 1049€ plus VAT.

Neural networks and deep learning

Basics of neural networks with Tensorflow/Keras

Introduction to the world of neural networks.

Duration: 2 days

Price/participant: 1199€ plus VAT.

Natural Language Processing (NLP)

FIDA Basic Kurs

Introduction to Natural Language Processing with Python

Basics of working with text data.

Duration: 2 days

Price/participant: 899€ plus VAT.

Natural Language Processing with Python

Sentiment analysis and topic modeling as important building blocks of text processing.

Duration: 2 days

Price/participant: 1049€ plus VAT.

Natural Language Processing with Python for advanced users

This module deals with transformer-based NLP approaches.

Duration: 3 days

Price/participant: 1799€ plus VAT.

Image processing

FIDA Advanced Kurs

Application of neural networks in computer vision

How do machines "see"? This is one of the questions we will answer in this course.

Duration: 2 days

Price/participant: 1199€ plus VAT.

FIDA Basic Kurs

Image processing with OpenCV: Basics, techniques and applications

Image processing made easy with OpenCV!

Duration: 1 day

Price/participant: 449€ plus VAT.

Reinforcement Learning

Introduction to Reinforcement Learning

Machines that learn in a similar way to a child - yes, it really does exist.

Duration: 3 days

Price/participant: 1799€ plus VAT.

Data management and infrastructure

FIDA Basic Kurs

Cloud platforms: AWS or Azure

AWS or Azure - the choice is yours.

Duration: 3 days

Price/participant: 1349€ plus VAT.

FIDA Basic Kurs

NoSQL databases

Relational databases are not everything...

Duration: 2 days

Price/participant: 899€ plus VAT.

Learning path

Machine Learning Engineer

Start your journey to becoming a Machine Learning Engineer with our specialized learning path. You will start with an introduction to machine learning with Python and Sklearn, learn about the most important methods and how they are applied in real business scenarios. Deepen your knowledge of supervised and unsupervised learning and explore the world of neural networks with Tensorflow and Keras, especially as applied to computer vision. Discover how machines can learn in a similar way to humans through our Reinforcement Learning course. Also, choose between cloud platforms such as AWS or Azure and expand your skills in image processing with OpenCV. This learning path is your key to becoming an experienced machine learning engineer.

Duration: 13-17 days
(depending on module selection)

The modules with * are optional, but are recommended by our team of experts.

Price/participant: On request.

Learning path

Natural Language Processing - Text Expert

Become an NLP text expert and uncover the secrets of text analysis and processing in our comprehensive Learning Path. Start with the basics of working with text data in Python before diving into advanced techniques such as sentiment analysis and topic modeling. As you progress, you'll explore transformer-based NLP approaches and broaden your understanding with insights into NoSQL databases. We also explore the moral and ethical dimensions of AI to prepare you for the challenges and opportunities in the world of new technologies. This learning path is your key to excelling as a text expert in the field of Natural Language Processing.

Duration: 7-10 days
(depending on the modules selected)

The modules with * are optional, but are recommended by our team of experts.

Price/participant: On request.

No suitable training course?

Can't find the right course in our range? No problem! At FIDA, we offer you customized learning solutions that meet your individual or business requirements.

Our experienced team has extensive knowledge in areas such as data science, Python programming, R, business intelligence tools, software development and generative AI. Together, we will create an individual training plan that is tailored precisely to your needs.

No matter which area you would like to train in, we will put together an individual training package that meets your exact requirements. Use the button, let us know your specific requirements and our team will get in touch with you shortly.

FIDA Python Schulungen

FIDAcademy

We offer in-depth training in the following areas.