Kompetenzen, die Sie erwerben: Plotly, PyTorch (Machine Learning Library), NumPy, Matplotlib, Pandas (Python Package), Plot (Graphics), Data Visualization Software, Interactive Data Visualization, Machine Learning Methods, Python Programming, Applied Machine Learning, Scatter Plots, Numerical Analysis, Data Manipulation, Deep Learning, Image Analysis, Linear Algebra, Data Wrangling

Kompetenzen, die Sie erwerben: Software Documentation, Object Oriented Design, Unified Modeling Language, Relational Databases, Object-Relational Mapping, Software Design, Test Driven Development (TDD), Database Management, Unit Testing, Object Oriented Programming (OOP), Database Design, Debugging, File I/O, Data Structures, Python Programming, JSON, Computer Programming, Programming Principles, Software Installation, Package and Software Management

Kompetenzen, die Sie erwerben: Statistische Programmierung, Plot (Grafiken), Datenerfassung, NumPy, Matplotlib, Statistische Visualisierung, Statistische Inferenz, Explorative Datenanalyse, Stichproben (Statistik), Wahrscheinlichkeitsrechnung und Statistik, Software zur Datenvisualisierung, Datenanalyse, Datenerhebung, Jupyter, Statistik, Statistische Analyse, Statistische Methoden, Datenvisualisierung, Python-Programmierung, Deskriptive Statistik, Seaborn

Kompetenzen, die Sie erwerben: Algorithmen, Analyse sozialer Netzwerke, Graphentheorie, Datenanalyse, Netzwerkanalyse, Netzwerk-Modell, Prädiktive Analytik, Python-Programmierung

Kompetenzen, die Sie erwerben: Computer Programmierung, Algorithmen, Computerprogrammierung, Objektorientierter Entwurf, Daten-Strukturen, Funktionales Design, Wiederverwendbarkeit von Code, Grundsätze der Programmierung, Objektorientierte Programmierung (OOP), Python-Programmierung, Daten-Mapping

Kompetenzen, die Sie erwerben: Model Evaluation, Data Preprocessing, Model Training, Reinforcement Learning, Model Optimization, Deep Learning, Large Language Modeling, PyTorch (Machine Learning Library), Python Programming, Applied Machine Learning, Image Analysis, Machine Learning Methods, Transfer Learning, Natural Language Processing, Tensorflow, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Convolutional Neural Networks

Kompetenzen, die Sie erwerben: Matplotlib, Pandas (Python Package), Plot (Graphics), Data Visualization, Seaborn, Data Manipulation, Data Visualization Software, Pseudocode, Problem Solving, Data Analysis, Programming Principles, Data Processing, AI literacy, Dashboard, Python Programming, Data Science, Computer Programming, Generative AI

Kompetenzen, die Sie erwerben: Object Oriented Programming (OOP), Object Oriented Design, Database Application, Python Programming, Unit Testing, Computer Programming, Restful API, Cross Platform Development, Package and Software Management, Scripting, Data Science, Program Development, Computer Programming Tools, Software Development, Data Processing, Debugging, Programming Principles, User Interface (UI) Design, Regression Analysis, Machine Learning

Kompetenzen, die Sie erwerben: Object Oriented Programming (OOP), Data Structures, Unit Testing, Object Oriented Design, File I/O, Algorithms, Test Case, Test Tools, Python Programming, Debugging, Software Testing, Programming Principles, File Management, Code Reusability, Data Science, Context Management, Performance Tuning

Kompetenzen, die Sie erwerben: Object Oriented Design, Code Reusability, Mathematical Software, Programming Principles, Data Management, Statistical Analysis, Software Installation, Descriptive Statistics

Kompetenzen, die Sie erwerben: Plotly, PyTorch (Machine Learning Library), NumPy, Matplotlib, Object Oriented Programming (OOP), Pandas (Python Package), Plot (Graphics), Data Structures, Unit Testing, Object Oriented Design, Python Programming, File I/O, Data Visualization Software, Algorithms, Interactive Data Visualization, Machine Learning Methods, Computational Thinking, Programming Principles, Computer Programming, Program Development