Readings
In this section I present some selected books, that I read during the last years. These readings cover most of the topics related to my work. In some of the books I selected only some chapters, but the most of them were read completely.
Data Science
Introduction to Probability
Computer Age Statistical Inference
Becoming a Data Head
Hands-On Machine Learning With Scikit-Learn and Tensorflow: Concepts, Tools, and Techniques to Build Intelligent Systems
Reinforcement Learning, second edition: An Introduction
Machine Learning and Data Science Blueprints for Finance: From Building Trading Strategies to Robo-advisors using Python
Computer Vision
Modern Computer Vision with PyTorch: Explore deep learning concepts and implement over 50 real-world image applications (English Edition)
Computer Vision: Principles, Algorithms, Applications, Learning
High Precision Camera Calibration
Hands-On Computer Vision with TensorFlow 2: Leverage deep learning to create powerful image processing apps with TensorFlow 2.0 and Keras
Programming Computer Vision with Python: Tools and algorithms for analyzing images
Computer Science
The algorithm design manual
C++, UML und Design Patterns
Patterns kompakt: Entwurfsmuster für effektive Software-Entwicklung (IT kompakt)
Basiswissen für Softwarearchitekten: Aus- und Weiterbildung nach iSAQB-Standard zum Certified Professional for Software Architecture - Foundation Level
Designing Software Architectures: A Practical Approach (SEI Series in Software Engineering)
Clean Architecture: A Craftsman's Guide to Software Structure and Design: A Craftsman's Guide to Software Structure and Design (Robert C. Martin Series)
Software-Engineering - kompakt
UML 2.5: Das umfassende Handbuch
Analyse und Design mit der UML 2.5: Objektorientierte Softwareentwicklung
Grundkurs Software-Engineering mit UML: Der pragmatische Weg zu erfolgreichen Softwareprojekten
Clean Code: A Handbook of Agile Software Craftsmanship (English Edition)
C++ Programming Language
Modern C++ Programming with Test-Driven Development: Code Better, Sleep Better
Effective Modern C++: 42 Specific Ways to Improve Your Use of C++11 and C++14
Effective C++: 55 Specific Ways to Improve Your Programs and Designs
More Effective C++: 35 New Ways to Improve Your Programs and Designs
Effective Stl: 50 Specific Ways to Improve Your Use of the Standard Template Library
The C++ Standard Library: A Tutorial and Reference
C++ Templates: The Complete Guide
Boost C++ Application Development Cookbook
Real-Time C++: Efficient Object-Oriented and Template Microcontroller Programming
Python Programming Language
Effective Python: 59 Specific Ways to Write Better Python
NumPy Programming, In 8 Hours, For Beginners, Learn Coding Fast
C# Programming Language
C# 6.0 – kurz & gut
Exam Ref 70-483: Programming in C#
Java Programming Language
Java Programmieren: für Einsteiger
JavaFX For Dummies
Mastering Spring 5: An effective guide to build enterprise applications using Java Spring and Spring Boot framework
Project Management
Die Scrum-Revolution: Management mit der bahnbrechenden Methode der erfolgreichsten Unternehmen
Professional Product Owner, The: Leveraging Scrum as a Competitive Advantage
Agiles Projektmanagement mit Scrum für Einsteiger
Basiswissen für Softwareprojektmanager im klassischen und agilen Umfeld
Managing successful projects with PRINCE2
Soft Skills
Konflikte lösen - Verhandeln unter Stress: Tools für Führungskräfte und Teams
RHETORIK | SMALLTALK | SCHLAGFERTIGKEIT | SELBSTBEWUSSTSEIN - Das Große 4 in 1 Buch!
Die 4-Stunden-Woche: Mehr Zeit, mehr Geld, mehr Leben
Economy and Finances
Wie Wirtschaft funktioniert: Der anschauliche Navigator durch Wirtschaftstheorie, Wirtschaftspolitik und Wirtschaftspraxis
Grundzüge der Spieltheorie: Ein Lehr- und Arbeitsbuch für das (Selbst-)Studium
Trading für Dummies
Technische Analyse der Finanzmärkte: Grundlagen, Strategien, Methoden, Anwendungen
How to Day Trade for a Living: A Beginner's Guide to Trading Tools and Tactics, Money Management, Discipline and Trading Psychology
How To Swing Trade: A Beginner’s Guide to Trading Tools, Money Management, Rules, Routines and Strategies of a Swing Trader
Algorithmic Trading with Interactive Brokers
Gaming the Market: Applying Game Theory to Create Winning Trading Strategies
