Predictive-Analytics-Kurse können Ihnen helfen zu verstehen, wie Daten genutzt werden, um Vorhersagen zu treffen und Muster sichtbar zu machen. Sie können Fähigkeiten in Modellierung, Statistik, Bewertung und Analysewerkzeugen aufbauen. Viele Kurse stellen Beispiele und Workflows aus datengetriebenen Projekten vor.

University of Colorado Boulder
Kompetenzen, die Sie erwerben: Sampling (Statistics), Estimation, Risk Analysis, Statistical Methods, Statistical Software, Return On Investment, Statistical Analysis, Sample Size Determination, R (Software), Data Analysis, Business Risk Management, Probability & Statistics, Statistical Inference, Project Estimation, Business Analysis
Auf einen Abschluss hinarbeiten
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Google Sheets, Excel Formulas, Spreadsheet Software, Data Presentation, Dashboard, Real Time Data, Market Data, Data Visualization Software, Data Analysis, Financial Data
Mittel · angeleitetes Projekt · Weniger als 2 Stunden

University of Colorado Boulder
Kompetenzen, die Sie erwerben: Social Media Strategy, Social Media Campaigns, Social Media Marketing, Marketing Communications, Digital Media Strategy, Marketing Planning, Customer Insights, Content Performance Analysis, Driving engagement, Plan Execution, Earned Media, Content Creation, Content Strategy, Owned Media, Paid media, Goal Setting
Mittel · Kurs · 1–4 Wochen

Northeastern University
Kompetenzen, die Sie erwerben: Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Modeling, Machine Learning, Machine Learning Software, Statistical Analysis, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Algorithms, Predictive Modeling, Dimensionality Reduction, Complex Problem Solving
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Clinical Trials, Clinical Data Management, Clinical Research, Case Report Forms, SAS (Software), Pharmaceuticals, Statistical Programming, Data Analysis, Statistical Analysis, Informed Consent, Data Manipulation, Descriptive Statistics
Anfänger · Kurs · 1–4 Wochen

Northeastern University
Kompetenzen, die Sie erwerben: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability
Gemischt · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Tensorflow, Artificial Neural Networks, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Data Analysis, Data Processing
Fortgeschritten · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Matplotlib, Box Plots, Plot (Graphics), Seaborn, Data Visualization, Data Visualization Software, Pandas (Python Package), Scatter Plots, Data Import/Export, Histogram, Python Programming, Data Manipulation, Data Analysis, Data Structures
Anfänger · angeleitetes Projekt · Weniger als 2 Stunden

Kompetenzen, die Sie erwerben: Dataflow, Google Cloud Platform, Data Pipelines, Real Time Data, Data Analysis Software, Data Visualization Software, Big Data, Databases, Tensorflow
Fortgeschritten · Projekt · Weniger als 2 Stunden

Kompetenzen, die Sie erwerben: MLOps (Machine Learning Operations), Google Cloud Platform, Data Infrastructure, Machine Learning, Systems Design, Data Processing, Data Pipelines, Data Architecture, Big Data, Cloud Engineering, Data Visualization, Cloud Security, Data Storage, Scalability
Fortgeschritten · Kurs · 1–3 Monate

Google Cloud
Kompetenzen, die Sie erwerben: Data Pipelines, Dataflow, Google Cloud Platform, Apache Airflow, Big Data, Extract, Transform, Load, Data Processing, Serverless Computing, Data Integration, Apache Spark, Data Transformation
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Prompt Engineering, PyTorch (Machine Learning Library), Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Computer Vision, Image Analysis, Generative AI, Generative Model Architectures, Application Deployment, Artificial Neural Networks, Text Mining, Deep Learning, Cloud Hosting, Semantic Web, Restful API
Mittel · Spezialisierung · 1–4 Wochen