Einige kostenlose Springerbücher (AI, ML, Data Science, Python, LaTeX, …)

Aus dem Hause Springer gibt es zahlreiche kostenlos nutzbare Bücher zu den Themen

Machine Learning
Data Science
Objektiorientierte Programmierung

Liste: https://towardsdatascience.com/springer-has-released-65-machine-learning-and-data-books-for-free-961f8181f189

Über 400 Springer-Titel insgesamt gibt es hier: https://www.springernature.com/gp/librarians/news-events/all-news-articles/industry-news-initiatives/free-access-to-textbooks-for-institutions-affected-by-coronaviru/17855960 

Liste englisch:
Book Title
Fundamentals of Power Electronics
Handbook of the Life Course
All of Statistics
Social Anxiety and Social Phobia in Youth
Discrete Mathematics
Developmental Neurobiology
Intuitive Probability and Random Processes using MATLAB®
Handbook of Disaster Research
Handbook of the Sociology of Gender
Handbook of Sociological Theory
Clinical Neuroanatomy
Acquired Brain Injury
Numerical Optimization
Handbook of Biological Confocal Microscopy
Ceramic Materials
Principles of Fluorescence Spectroscopy
Fundamentals of Biomechanics
Primer on the Rheumatic Diseases
International Handbook of Historical Archaeology
Database Marketing
Composite Materials
Time Series Analysis
Transmission Electron Microscopy
Handbook of Quantitative Criminology
Plant Physiological Ecology
Introductory Statistics with R
The Elements of Statistical Learning
Psychology, Religion, and Spirituality
Introductory Time Series with R
Child Neuropsychology
A Beginner’s Guide to R
Geomorphology of Desert Environments
The Joy of Science
Fatigue of Structures and Materials
Essential Astrophysics
Introduction to Evolutionary Computing
Data Analysis
International Perspectives on Psychotherapy
Electrical Machines
Mechanics and Thermodynamics
Applied Behavior Analysis
Reading, Writing, and Proving
Linear and Nonlinear Programming
Introduction to Partial Differential Equations
Energy Storage
Metabolism of Human Diseases
Sensory Evaluation of Food
Fundamentals of Robotic Mechanical Systems
Integrative Human Biochemistry
Philosophy of Science for Scientists
Particles and Nuclei
Data Structures and Algorithms with Python
LGBT-Parent Families
Integrated Neuroscience
Introduction to Partial Differential Equations
System Dynamics
Cosmology for the Curious
Methods of Mathematical Modelling
Introduction to Logic Circuits & Logic Design with Verilog
Structural Analysis
Engineering Flow and Heat Exchange
Enterprise Risk Management Models
Reactive Power Control in AC Power Systems
Principles of Microeconomics
Additive Manufacturing Technologies
Principles of Physics
Fundamentals of Biomechanics
Irrigation and Drainage Engineering
LaTeX in 24 Hours
Psychology of Perception
Extragalactic Astronomy and Cosmology
Automata and Computability
The Algorithm Design Manual
Chemical Thermodynamics
Computational Physics
Introduction to Statistics and Data Analysis
Grammar for Teachers
Time Series Econometrics
Classical Fourier Analysis
Human Chromosomes
Quantum Theory for Mathematicians
Evidence-Based Critical Care
Clinical Assessment of Child and Adolescent Personality and Behavior
Design Research in Information Systems
Intermediate Physics for Medicine and Biology
Principles of Data Mining
Fundamental Astronomy
Fundamentals of Business Process Management
Brownian Motion, Martingales, and Stochastic Calculus
UML @ Classroom
Design and Analysis of Experiments
Foundations for Designing User-Centered Systems
Handbook of Consumer Finance Research
Principles of Terrestrial Ecosystem Ecology
Applied Multivariate Statistical Analysis
Strategic International Management
Computer Vision
Engineering Electromagnetics
Data Mining
International Trade Theory and Policy
Alternative Energy Sources
Introduction to Electronic Commerce and Social Commerce
Computational Geometry
Elementary Mechanics Using Python
Energy Economics
Biomedical Informatics
Robotics, Vision and Control
Acid-Base Diagrams
Brewing Science: A Multidisciplinary Approach
Learning Landscape Ecology
Modeling Life
Introduction to Plasma Physics and Controlled Fusion
Engineering Mechanics 1
Principles of Polymer Chemistry
A Primer on Scientific Programming with Python
Climate Change Science: A Modern Synthesis
Solar PV and Wind Energy Conversion Systems
Statistical Analysis and Data Display
Business Process Management Cases
Elementary Analysis
Cryptography Made Simple
Fluid Dynamics
Social Media Management
Statistics in Criminal Justice
Supply Chain Management and Advanced Planning
Probability Theory
Statistics and Data Analysis for Financial Engineering
Readings in Formal Epistemology
Differential Equations and Their Applications
Nanotechnology: Principles and Practices
Epidemiological Research: Terms and Concepts
Multinational Management
Partial Differential Equations
Bayesian and Frequentist Regression Methods
Strategic International Management
Basic Concepts in Computational Physics
Eye Tracking Methodology
Writing for Publication
Mathematical Physics
Correctional Counseling and Treatment
Thermodynamics and Energy Conversion
The Action Research Planner
Stochastic Processes and Calculus
Statistical Analysis of Clinical Data on a Pocket Calculator
Clinical Data Analysis on a Pocket Calculator
The Data Science Design Manual
An Introduction to Machine Learning
Guide to Discrete Mathematics
Petroleum Geoscience
Structure Determination by X-ray Crystallography
Introduction to Time Series and Forecasting
Principles of Mobile Communication
Cardiovascular Biomechanics
Introduction to Smooth Manifolds
Taxation in European Union
Essentials of Cerebellum and Cerebellar Disorders
Language Across the Curriculum & CLIL in English as an Additional Language (EAL) Contexts
Multivariate Calculus and Geometry
Statistics and Analysis of Scientific Data
Modelling Computing Systems
Search Methodologies
Representation Theory
Linear Algebra Done Right
Stellar Structure and Evolution
Evolutionary Thinking in Medicine
Understanding Cryptography
Linear Algebra
Understanding Analysis
Plate Tectonics
Linear Programming
The Nature of Scientific Knowledge
Leadership Today
Physics of Semiconductor Devices
Corporate Social Responsibility
Ordinary Differential Equations
Electronic Commerce
Ceramic Materials
Foundations of Analytical Chemistry
Life Cycle Assessment
A Clinical Guide to the Treatment of the Human Stress Response
Computational Physics
Handbook of LGBT Elders
Handbook of Cardiac Anatomy, Physiology, and Devices
Quantum Mechanics
Understanding Statistics Using R
Mass Spectrometry
Statistical Mechanics for Engineers
The Gastrointestinal System
Additive Manufacturing Technologies
Magnetic Interactions in Molecules and Solids
Electricity and Magnetism
Survival Analysis
Foundations of Quantum Mechanics
An Introduction to Statistical Learning
Introduction to Mathematica® for Physicists
Statistical Learning from a Regression Perspective
Applied Partial Differential Equations
Principles of Astrophysics
Air Pollution and Greenhouse Gases
Polymer Synthesis: Theory and Practice
Sustainable Supply Chains
The Sea Floor
SPSS for Starters and 2nd Levelers
Regression Modeling Strategies
Legal Dynamics of EU External Relations
Food Analysis Laboratory Manual
Principles of Musical Acoustics
Fundamentals of Structural Engineering
Basics of Laser Physics
Applied Quantitative Finance
Handbook of Marriage and the Family
Solid-State Physics
Electrochemical Impedance Spectroscopy and its Applications
Economics as Applied Ethics
Electronics for Embedded Systems
Concise Guide to Software Engineering
Fundamentals of Multimedia
Group Theory Applied to Chemistry
The Psychology of Social Status
A Modern Introduction to Probability and Statistics
Complex Analysis
Food Chemistry
Exam Survival Guide: Physical Chemistry
The Python Workbook
Practical Electrical Engineering
Strategic Retail Management
Food Analysis
Psychoeducational Assessment and Report Writing
Machine Learning in Medicine - a Complete Overview
Evidence-Based Interventions for Children with Challenging Behavior
Principles of Quantum Mechanics
Recommender Systems
Pharmaceutical Biotechnology
Python Programming Fundamentals
The Finite Element Method and Applications in Engineering Using ANSYS®
Group Theory
Object-Oriented Analysis, Design and Implementation
Introduction to Embedded Systems
Elementary Mechanics Using Matlab
An Introduction to Biomechanics
New Introduction to Multiple Time Series Analysis
Introduction to Data Science
Calculus With Applications
An Introduction to Soil Mechanics
Game Theory
Fundamentals of Clinical Trials
The Finite Volume Method in Computational Fluid Dynamics
The ASCRS Textbook of Colon and Rectal Surgery
Applied Predictive Modeling
Introduction to Logic Circuits & Logic Design with VHDL
Sustainability Science
Physical Chemistry from a Different Angle
The Physics of Semiconductors
Energy Harvesting and Energy Efficiency
Python For ArcGIS
Statics and Mechanics of Structures
Real Analysis
MATLAB for Psychologists
Physical Asset Management
Essentials of Food Science
Quantum Mechanics
Probability Theory
Concise Guide to Databases
Digital Image Processing
Chemical and Bioprocess Engineering
Transmission Electron Microscopy
Guide to Computer Network Security
Introduction to Law
Advanced Quantum Mechanics
Bayesian Essentials with R
Robotics, Vision and Control
Applied Chemistry
Advanced Organic Chemistry
Advanced Organic Chemistry
International Humanitarian Action
Breast Cancer
Travel Marketing, Tourism Economics and the Airline Product
Electronic Commerce 2018
Disability and Vocational Rehabilitation in Rural Settings
Teaching Medicine and Medical Ethics Using Popular Culture
Market Research
Scanning Electron Microscopy and X-Ray Microanalysis
ArcGIS for Environmental and Water Issues
Physics from Symmetry
Communication and Bioethics at the End of Life
Foundations of Programming Languages
Problems in Classical Electromagnetism
Polymer Chemistry
Probability and Statistics for Computer Science
Empathetic Space on Screen
Political Social Work
Introductory Quantum Mechanics
Guide to Competitive Programming
Introduction to Artificial Intelligence
Bioinformatics for Evolutionary Biologists
Concepts, Methods and Practical Applications in Applied Demography
Introduction to Deep Learning
Energy and the Wealth of Nations
A Beginner’s Guide to Scala, Object Orientation and Functional Programming
Lessons on Synthetic Bioarchitectures
Managing Sustainable Business
Engineering Mechanics 2
Fundamentals of Business Process Management
Clinical Methods in Medical Family Therapy
Guide to Scientific Computing in C++
Motivation and Action
Perspectives on Elderly Crime and Victimization
Knowledge Management
An Introduction to Zooarchaeology
Abstract Algebra
Criminal Justice and Mental Health
Philosophy of Race
Of Cigarettes, High Heels, and Other Interesting Things
Applied Bioinformatics
Linear Algebra and Analytic Geometry for Physical Sciences
Building Energy Modeling with OpenStudio
Customer Relationship Management
The A-Z of the PhD Trajectory
Strategic Human Resource Management and Employment Relations
Applied Linear Algebra
Witnessing Torture
Proofs from THE BOOK
Introduction to General Relativity
Introduction to Particle and Astroparticle Physics
Fundamentals of Java Programming
Optimization of Process Flowsheets through Metaheuristic Techniques
Business Ethics - A Philosophical and Behavioral Approach
A First Introduction to Quantum Physics
Argumentation Theory: A Pragma-Dialectical Perspective
Logical Foundations of Cyber-Physical Systems
Off-Grid Electrical Systems in Developing Countries
Entertainment Science
Physics of Oscillations and Waves
Introduction to Programming with Fortran
Fundamentals of Solid State Engineering
Introduction to Digital Systems Design
Neural Networks and Deep Learning
Data Science and Predictive Analytics
Systems Programming in Unix/Linux
Analytical Corporate Finance
Fraud and Corruption
Conferencing and Presentation English for Young Academics
A Concise Guide to Market Research
Global Supply Chain and Operations Management
Introduction to Parallel Computing
Mathematical Logic
Stability and Control of Linear Systems
Introduction to Formal Philosophy
Analysis for Computer Scientists
International Business Management
Research Methods for the Digital Humanities
Introductory Computer Forensics
Control Engineering
Control Engineering: MATLAB Exercises
ENZYMES: Catalysis, Kinetics and Mechanisms
Automatic Control with Experiments
Internet of Things From Hype to Reality
Quantitative Methods for the Social Sciences
A Pythagorean Introduction to Number Theory
Philosophical and Mathematical Logic
Structural Dynamics
Plant Physiology, Development and Metabolism
Quantum Mechanics for Pedestrians 1
Plant Anatomy
Quantum Mechanics for Pedestrians 2
Excel Data Analysis
Quick Start Guide to VHDL
Java in Two Semesters
Managing Media and Digital Organizations
Media and Digital Management
An Anthology of London in Literature, 1558-1914
Perceptual Organization
Research Methods for Social Justice and Equity in Education
Educational Technology
Quick Start Guide to Verilog
Spine Surgery
Introduction to Logic Circuits & Logic Design with VHDL
Social Justice Theory and Practice for Social Work
School Leadership and Educational Change in Singapore
Digital Business Models
Introduction to Logic Circuits & Logic Design with Verilog
Pharmaceutical Biotechnology
Mapping Global Theatre Histories
Social Marketing in Action
Analyzing Qualitative Data with MAXQDA
Handbook of Evolutionary Research in Archaeology
Evidence-Based Practice in Clinical Social Work
Foundations of Behavioral Health
Social Psychology in Action
Essentials of Business Analytics
A Course in Rasch Measurement Theory
Multimedia Big Data Computing for IoT Applications
Policing and Minority Communities
A Beginners Guide to Python 3 Programming
Advanced Guide to Python 3 Programming
Food Fraud Prevention
Plant Ecology

Liste deutsch:

Book Title Author
Werbe- und Konsumentenpsychologie Georg Felser
Allgemeine und Spezielle Pathologie Ursus-Nikolaus Riede, Martin Werner
Statistik Ludwig Fahrmeir, Christian Heumann, Rita Künstler, Iris Pigeot, Gerhard Tutz
Psychologische Diagnostik Lothar Schmidt-Atzert, Manfred Amelang
Höhere Mathematik in Rezepten Christian Karpfinger
Pädagogische Psychologie Elke Wild, Jens Möller
Experimentalphysik 3 Wolfgang Demtröder
Klinische Psychologie & Psychotherapie (Lehrbuch mit Online-Materialien) Hans-Ulrich Wittchen, Jürgen Hoyer
Löffler/Petrides Biochemie und Pathobiochemie Peter C. Heinrich, Matthias Müller, Lutz Graeve
Biologische Psychologie Niels Birbaumer, Robert F. Schmidt
Integrierte Materialwirtschaft, Logistik und Beschaffung Helmut Wannenwetsch
Methoden der vergleichenden Politik- und Sozialwissenschaft Susanne Pickel, Gert Pickel, Hans-Joachim Lauth, Detlef Jahn
Roloff/Matek Maschinenelemente Herbert Wittel, Dieter Muhs, Dieter Jannasch, Joachim Voßiek
Kultur. Theorien der Gegenwart Stephan Moebius, Dirk Quadflieg
Theoretische Physik Matthias Bartelmann, Björn Feuerbacher, Timm Krüger, Dieter Lüst, Anton Rebhan, Andreas Wipf
Fragebogen Rolf Porst
Forschungsmethoden in Psychologie und Sozialwissenschaften für Bachelor Walter Hussy, Margrit Schreier, Gerald Echterhoff
Pahl/Beitz Konstruktionslehre Jörg Feldhusen, Karl-Heinrich Grote
Mathematik Tilo Arens, Frank Hettlich, Christian Karpfinger, Ulrich Kockelkorn, Klaus Lichtenegger, Hellmuth Stachel
Testtheorie und Fragebogenkonstruktion Helfried Moosbrugger, Augustin Kelava
Pharmakologie und Toxikologie Michael Freissmuth, Stefan Offermanns, Stefan Böhm
Praktikum in Werkstoffkunde Eckard Macherauch, Hans-Werner Zoch
Sozialpsychologie Klaus Jonas, Wolfgang Stroebe, Miles Hewstone
Soziologie von Gesundheit und Krankheit Matthias Richter, Klaus Hurrelmann
Organische Chemie Hans Peter Latscha, Uli Kazmaier, Helmut Klein
Roloff/Matek Maschinenelemente Herbert Wittel, Dieter Muhs, Dieter Jannasch, Joachim Voßiek
Physiologie des Menschen Robert F. Schmidt, Florian Lang, Manfred Heckmann
Gerthsen Physik Dieter Meschede
Sport Arne Güllich, Michael Krüger
Kognitive Neurowissenschaften Hans-Otto Karnath, Peter Thier
Statistik für Human- und Sozialwissenschaftler Jürgen Bortz, Christof Schuster
Entwicklungspsychologie des Kindes- und Jugendalters für Bachelor Arnold Lohaus, Marc Vierhaus
Arbeits- und Organisationspsychologie Friedemann W. Nerdinger, Gerhard Blickle, Niclas Schaper
Physik für Ingenieure Ekbert Hering, Rolf Martin, Martin Stohrer
Neurologie Werner Hacke
Experimentalphysik 1 Wolfgang Demtröder
Arbeitsbuch Höhere Mathematik in Rezepten Christian Karpfinger
Logistiksysteme Hans-Christian Pfohl
Objektorientierte Programmierung mit JavaScript Jörg Bewersdorff
Experimentalphysik 2 Wolfgang Demtröder
Motivation und Handeln Jutta Heckhausen, Heinz Heckhausen
Basiswissen Humangenetik Christian Schaaf, Johannes Zschocke
Roloff/Matek Maschinenelemente Formelsammlung Herbert Wittel, Dieter Jannasch, Joachim Voßiek, Christian Spura
Stochastik für Einsteiger Norbert Henze
Motivation und Emotion Veronika Brandstätter, Julia Schüler, Rosa Maria Puca, Ljubica Lozo
Arbeits-, Organisations- und Personalpsychologie für Bachelor Simone Kauffeld
Basiswissen Pharmakologie Roland Seifert
Konkrete Mathematik (nicht nur) für Informatiker Edmund Weitz
Tutorium Analysis 1 und Lineare Algebra 1 Florian Modler, Martin Kreh
Maschinenbau Werner Skolaut
Arbeitsbuch Mathematik Tilo Arens, Frank Hettlich, Christian Karpfinger, Ulrich Kockelkorn, Klaus Lichtenegger, Hellmuth Stachel
Arbeits- und Organisationspsychologie Friedemann W. Nerdinger, Gerhard Blickle, Niclas Schaper
Analysis 1 Otto Forster
Biochemie Werner Müller-Esterl
Mathematik Tilo Arens, Frank Hettlich, Christian Karpfinger, Ulrich Kockelkorn, Klaus Lichtenegger, Hellmuth Stachel


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