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.

Northeastern University
Kompetenzen, die Sie erwerben: Machine Learning Methods, Competitive Analysis, AI Enablement, Machine Learning, Applied Machine Learning, Responsible AI, Machine Learning Algorithms, Business Strategy, Data Ethics, Technology Strategies, Business Ethics, Organizational Strategy, Strategic Thinking, Market Analysis, Corporate Strategy, AI Integrations, Value Propositions, Business Analysis, Strategic Decision-Making
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Ggplot2, Plot (Graphics), Data Cleansing, Tidyverse (R Package), Data Wrangling, Data Transformation, Data Visualization, R Programming, Data Manipulation, Statistical Visualization, R (Software), Data Analysis, Data Management, Pivot Tables And Charts
Mittel · angeleitetes Projekt · Weniger als 2 Stunden

Kompetenzen, die Sie erwerben: Demand Planning, Customer Demand Planning, Supply Chain Planning, Production Planning, Forecasting, Time Series Analysis and Forecasting, Trend Analysis, Inventory Management System, Data Analysis, Plot (Graphics), R Programming, Data Visualization, R (Software), Model Evaluation, Model Training
Mittel · angeleitetes Projekt · Weniger als 2 Stunden

Illinois Tech
Kompetenzen, die Sie erwerben: Bayesian Statistics, Data Analysis, Statistical Inference, Regression Analysis, Data Analysis Software, Statistical Methods, Statistical Analysis, Statistical Modeling, Statistical Programming, Statistical Software, Sampling (Statistics), R (Software), R Programming, Numerical Analysis, Markov Model, Logistic Regression, Probability, Simulations, Model Evaluation, Probability Distribution
Auf einen Abschluss hinarbeiten
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Content Performance Analysis, Facebook, Social Media Analytics, Content Optimization, Social Media Content, Social Media, Social Media Marketing, Social Media Management, Content Strategy, Data-Driven Marketing, Instagram, Analytics, Key Performance Indicators (KPIs), Business Metrics, Social Media Strategy, Scalability, Web Presence, Data-Driven Decision-Making, Brand Marketing, Promotional Strategies
Anfänger · Kurs · 1–4 Wochen

Coursera
Kompetenzen, die Sie erwerben: Target Audience, Target Market, Driving engagement, Customer Analysis, Customer Engagement, Persona Development, Customer Insights, Data-Driven Marketing, User Feedback, Market Research, Marketing Strategies, Data-Driven Decision-Making, Consumer Behaviour, Data Analysis, Business Ethics
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Customer Relationship Management, Customer Relationship Management (CRM) Software, Customer Data Management, Customer Analysis, Competitive Analysis, Organizational Strategy, Customer Relationship Building, Salesforce, Marketing Automation, Customer Insights, Operational Analysis, Case Studies, Market Analysis, Analysis, Business Strategy, Business Process Automation, Spatial Data Analysis, Customer experience improvement, Auditing
Gemischt · Kurs · 1–4 Wochen

Macquarie University
Kompetenzen, die Sie erwerben: Oral Expression, Due Diligence, Customer Analysis, Entrepreneurial Finance, Sales Presentations, Ideation, Business Ethics, Stakeholder Engagement, Design Thinking, Selling Techniques, Business Valuation, Marketing Strategy and Techniques, Contract Negotiation, Social Media Campaigns, Market Opportunities, Governance, Social Media Strategy, Negotiation, Digital Media Strategy, Market Analysis
Mittel · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Data Storytelling, Search Engine Optimization, Content Scheduling, Content Optimization, Blogs, Web Analytics and SEO, TikTok, Social Media Content, Campaign Management, Social Media Management, Content Development and Management, Content Performance Analysis, Digital Advertising, Google Ads, Email Marketing, Email Automation, Constructive Feedback, Content Management, Project Management, Performance Reporting
Mittel · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Generative AI, Financial Data, Financial Analysis, Financial Statement Analysis, Data-Driven Decision-Making, Financial Statements, AI Integrations, Trend Analysis, Financial Market, Artificial Intelligence, Analysis, Natural Language Processing
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: MongoDB, Data Transformation, Customer Analysis, Customer Insights, Data Analysis, Back-End Web Development, Customer Data Management, Data Processing, NoSQL, Database Development, Data Maintenance, Document Management, Pandas (Python Package), Database Design, Data Validation, Database Management, Databases, Data Access, Query Languages, Database Systems
Anfänger · Spezialisierung · 1–3 Monate

Kompetenzen, die Sie erwerben: Data Analysis, Machine Learning Algorithms, Statistical Analysis, Probability & Statistics, Probability Distribution, R Programming, Machine Learning Methods, Statistical Methods, R (Software), Applied Machine Learning, Statistical Machine Learning, Statistics, Statistical Modeling, Machine Learning, Statistical Inference, Classification Algorithms, Statistical Programming, Correlation Analysis, Data Manipulation, Supervised Learning
Gemischt · Kurs · 1–4 Wochen