Datenwissenschaft-Kurse können Ihnen helfen zu lernen, wie Daten analysiert, Modelle entwickelt und Ergebnisse bewertet werden. Sie können Fähigkeiten in Statistik, maschinellem Lernen, Datenaufbereitung und Visualisierung aufbauen. Viele Kurse stellen Python-Bibliotheken, Tools und projektbasierte Anwendungen vor.

Arizona State University
Kompetenzen, die Sie erwerben: Experimentation, Research Design, Statistical Modeling, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Supervised Learning, Logistic Regression, Predictive Modeling, Machine Learning Algorithms, Statistical Programming, Model Training, Statistical Analysis, Statistical Inference, Simulation and Simulation Software, Probability & Statistics, Data Science, Data Visualization, Simulations, Data Analysis
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: API Design, MLOps (Machine Learning Operations), Restful API, Fine-tuning, OAuth, Model Deployment, Technical Communication, Model Training, Model Evaluation, Transfer Learning, Vision Transformer (ViT), Model Optimization, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Solution Architecture, Machine Learning, Data Architecture, Machine Learning Algorithms, Data Science
Mittel · Kurs · 3–6 Monate

Packt
Kompetenzen, die Sie erwerben: Generative AI, OpenAI, AI Workflows, Data Pipelines, Semantic Web, Deep Learning, Scalability, Artificial Intelligence, Natural Language Processing, Machine Learning, Data Science
Fortgeschritten · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Datenwissenschaft, Modell Ausbildung, Deskriptive Statistik, Datenmanipulation, Prädiktive Modellierung, Prädiktive Analytik, Plot (Grafiken), Statistische Methoden, Methoden des maschinellen Lernens, Regressionsanalyse, Statistische Programmierung, R Programmierung, Datenwrangling, Streudiagramme, R (Software), Tiefes Lernen, Bewertung des Modells, Statistische Visualisierung, Software zur Datenvisualisierung, Modellevaluation, Künstliche neuronale Netze
Gemischt · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Software, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Model Optimization, Data Manipulation, Data Visualization
Mittel · Kurs · 1–4 Wochen

Logical Operations
Kompetenzen, die Sie erwerben: Excel Macros, Microsoft Excel, Visual Basic (Programming Language), Scripting, Debugging, Automation, Microsoft 365, Scripting Languages, Microsoft Office, Spreadsheet Software, Event-Driven Programming, Computer Programming, Data Wrangling, Performance Tuning, Performance Improvement, Data Science
Gemischt · Kurs · 1–4 Wochen

Universitat Politècnica de València
Kompetenzen, die Sie erwerben: Plot (Graphics), R Programming, R (Software), Statistical Analysis, Ggplot2, Data Import/Export, Statistical Methods, Statistical Programming, Model Training, Data Structures, Programming Principles, Machine Learning Methods, Data Visualization, Data Preprocessing, Data Science, Model Evaluation, Machine Learning, Applied Machine Learning, Data Manipulation, Data Wrangling
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Image Analysis, Model Deployment, Reinforcement Learning, Google Cloud Platform, Computer Vision, No-Code Development, Feature Engineering, Applied Machine Learning, Natural Language Processing, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Google Sheets, Deep Learning, Machine Learning Software, Cloud Deployment, Convolutional Neural Networks, Model Evaluation, Predictive Modeling, Machine Learning, Data Science
Mittel · Kurs · 1–4 Wochen

Ball State University
Kompetenzen, die Sie erwerben: Data Ethics, Full-Stack Web Development, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Statistical Methods, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), SAS (Software), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Predictive Modeling, Data Science, Natural Language Processing
Erwerben Sie ein Zertifikat
Abschluss · 1–4 Jahre
University of London
Kompetenzen, die Sie erwerben: Human Computer Interaction, Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Data Transformation, Combinatorics, Database Design, Model Evaluation, Web Development, Generative AI
Credits angeboten
Abschlusszertifikat · 6–12 Monate
University of London
Kompetenzen, die Sie erwerben: Human Computer Interaction, Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Data Transformation, Combinatorics, Database Design, Model Evaluation, Web Development, Generative AI
Credits angeboten
Abschlusszertifikat · 6–12 Monate
University of London
Kompetenzen, die Sie erwerben: Human Computer Interaction, Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Data Transformation, Combinatorics, Database Design, Model Evaluation, Web Development, Generative AI
Erwerben Sie ein Zertifikat
Abschluss · 1–4 Jahre