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 at Buffalo
Kompetenzen, die Sie erwerben: Data Literacy, Data Ethics, Data-Driven Decision-Making, Analytics, Root Cause Analysis, Lean Methodologies, Six Sigma Methodology, Data Analysis, Operations, Operational Excellence, Case Studies, Lean Six Sigma, ISO 9000 Series, Lean Manufacturing, Quality Improvement, Process Improvement, Decision Making, Quality Management Systems, Data Quality, Data Security
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Relational Databases, Data Visualization, Data Modeling, Cloud Security, Databases, Database Management, Database Development, Business Intelligence Software, Data Analysis Expressions (DAX), Cloud Management, Advanced Analytics, Cloud-Based Integration, Data Management, Performance Measurement, Data Governance, Data Preprocessing, Microsoft Excel, Business Reporting, Spreadsheet Software, Dashboard Creation
Mittel · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Google Analytics, Data-Driven Marketing, Marketing Analytics, Web Analytics, Web Analytics and SEO, Data-Driven Decision-Making, Data Literacy, Digital Analysis, Analytics, Customer Insights, Analysis, Descriptive Analytics, Performance Analysis, Performance Metric, Performance Reporting
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Predictive Modeling, People Analytics, Feature Engineering, Exploratory Data Analysis, Job Analysis, Predictive Analytics, Statistical Analysis, Data Analysis, Analytics, Model Evaluation, Statistical Methods, Trend Analysis, Correlation Analysis, Data-Driven Decision-Making, Statistical Hypothesis Testing, R Programming, R (Software), Data Preprocessing, Data Validation
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Google Workspace, Gmail, Data Management, Systems Administration, Data Migration, File Management, Security Controls, Event Monitoring, Problem Management, Data Security, Email Security, Cloud Storage
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Customer Retention, Customer Analysis, Customer Insights, Driving engagement, Sample Size Determination, Analytics, User Research, Product Management, Trend Analysis, Statistical Inference, Data-Driven Decision-Making, Unsupervised Learning, Analysis, Statistical Hypothesis Testing, Statistical Analysis, Performance Measurement, Scikit Learn (Machine Learning Library), Algorithms
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Dashboard, Compensation Analysis, Dashboard Creation, Microsoft Excel, Employee Retention, People Analytics, Training and Development, Compensation Management, Recruitment, Excel Macros, Spreadsheet Software, Talent Recruitment, Payroll, Employee Training, Data Visualization, Payroll Processing, Training Programs, Human Resource Strategy, Workforce Planning, Human Resource Management
Gemischt · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Marketing Analytics, Data-Driven Marketing, Marketing Effectiveness, Customer Acquisition Management, Conversion Funnel Analysis, Google Analytics, Data-Driven Decision-Making, Marketing Strategies, Campaign Management, Web Analytics, Analytics, Customer Analysis, Marketing, Data Analysis, Performance marketing, Key Performance Indicators (KPIs), Microsoft Excel, Business Analysis, E-Commerce, Data Visualization
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Marketing Analytics, Data-Driven Marketing, Content Performance Analysis, Google Analytics, Web Analytics and SEO, Keyword Research, Web Analytics, Conversion Funnel Analysis, Marketing Effectiveness, Digital Analysis, Search Engine Optimization, Content Optimization, Campaign Management, Marketing Automation, Data Validation, Cross-Channel Marketing, Trend Analysis, Predictive Analytics, Performance Analysis, Variance Analysis
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Apache Hadoop, Apache Hive, Big Data, Database Design, Data Integration, Social Media Analytics, Extensible Markup Language (XML), Database Management, JSON, Data Processing, Distributed Computing, Data Analysis, Analytics, Scalability, Data Pipelines, Query Languages, Data Cleansing, Dataflow, People Analytics, Data Transformation
Mittel · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Conversion Funnel Analysis, Digital Analysis, Data Collection, Data-Driven Marketing, Data Literacy, Data Quality, grep, Data Validation, Dashboard Creation, Reconciliation, Campaign Planning, Event Monitoring
Mittel · Kurs · 3–6 Monate

The State University of New York
Kompetenzen, die Sie erwerben: Facility Management, Event Management, Legal Risk, Contract Management, Facility Operations, Events and Conferences, Calendar Management, People Analytics, Performance Analysis, Financial Data, Driving engagement, Analytics, Data Management, Data Literacy, Scheduling, Labor Relations, Workforce Management, Data Analysis, Law, Regulation, and Compliance, Data-Driven Decision-Making
Anfänger · Spezialisierung · 3–6 Monate