R-Programmierungs-Kurse können Ihnen helfen zu lernen, wie Daten analysiert, visualisiert und statistisch ausgewertet werden. Sie können Fähigkeiten in Syntax, Funktionen, Paketen und Modellen aufbauen. Viele Kurse stellen Workflows und Beispiele aus Datenprojekten vor.

University of Michigan
Kompetenzen, die Sie erwerben: Mathematische Software, C++ (Programmiersprache), Mathematische Modellierung, Fortgeschrittene Mathematik, Numerische Analyse, Technische Analyse, Finite Elemente Methoden
Mittel · Kurs · 3–6 Monate

Kompetenzen, die Sie erwerben: Logistic Regression, SAS (Software), Predictive Analytics, Advanced Analytics, Model Evaluation, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Modeling, Exploratory Data Analysis, Correlation Analysis, Statistical Methods, Small Data, Statistical Hypothesis Testing, Probability & Statistics, Descriptive Statistics
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Test Tools, Browser Compatibility, Software Testing, Test Automation, Continuous Integration, Cloud Applications, CI/CD, Regression Testing, Mobile Development Tools, Cloud Platforms, Verification And Validation, Quality Assurance, UI Components, User Interface (UI), Automation, Scalability
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Azure Synapse Analytics, Performance Tuning, Microsoft Azure, System Monitoring, Data Engineering, Transact-SQL, Star Schema, Power BI, PySpark, Data Cleansing, Data Analysis Expressions (DAX), Apache Spark, Data Warehousing, Analytics, Data Modeling, Data Analysis, SQL, Azure Active Directory, Advanced Analytics, Microsoft Copilot
Mittel · Spezialisierung · 1–3 Monate

Kompetenzen, die Sie erwerben: Test Case, Test Automation, Test Execution Engine, Regression Testing, CI/CD, API Testing, Continuous Integration, Continuous Deployment, No-Code Development, Test Planning, Test Data, Maintainability, Debugging, Scalability
Fortgeschritten · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Technical Documentation, Technical Writing, Software Documentation, Technical Communication, Software Design Documents, Information Architecture, Writing, User Requirements Documents, Software Development Tools, Automation, Style Guides, Software Development, Agile Software Development, Interactive Design, Project Management Software, Diagram Design, Generative AI
Anfänger · Kurs · 1–3 Monate
Kompetenzen, die Sie erwerben: AI Security, Mobile Security, Model Deployment, Mobile Development, Continuous Monitoring, Application Security, Threat Modeling, Apple iOS, Security Requirements Analysis, System Monitoring, Encryption, Threat Management, Security Management, Information Privacy, Program Implementation
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Apache, PHP (Scripting Language), Web Development, Development Testing, Web Servers, Full-Stack Web Development, Development Environment, Server Side, Web Applications, HTML and CSS, Email Automation
Anfänger · Kurs · 1–4 Wochen

University of Pittsburgh
Kompetenzen, die Sie erwerben: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Databases, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, NoSQL, Data Visualization Software, Linear Algebra, Data Governance, Regression Analysis, Data Analysis
Erwerben Sie ein Zertifikat
Abschluss · 1–4 Jahre

Kompetenzen, die Sie erwerben: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management, Version Control
Anfänger · Kurs · 1–4 Wochen
Kompetenzen, die Sie erwerben: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
Fortgeschritten · Berufsbezogenes Zertifikat · 3–6 Monate

Kompetenzen, die Sie erwerben: Server Side, Application Deployment, Apache Tomcat, Apache, Web Design, Front-End Web Development, PHP (Scripting Language), Application Servers, User Interface and User Experience (UI/UX) Design, Full-Stack Web Development, HTML and CSS, Web Development, UI Components, Web Servers, Email Automation, Usability, Development Testing, Interactive Design, Java Platform Enterprise Edition (J2EE), Web Analytics and SEO
Anfänger · Spezialisierung · 1–3 Monate