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 Illinois Urbana-Champaign
Kompetenzen, die Sie erwerben: Performance Measurement, Data Visualization, Business Analysis, Business Strategy, Data Presentation, Accounting, Business Strategies, Strategic Communication, General Accounting, Business Communication, Business Analytics, Marketing Management, Organizational Strategy, Product Lifecycle Management, Performance Analysis, Performance Metric, Analytical Skills, Innovation, Marketing, Data Analysis
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Data Science, Statistical Inference, Machine Learning Methods, Data Visualization, Pandas (Python Package), Probability & Statistics, Statistical Methods, Statistics, Regression Analysis, Applied Machine Learning, Apache Hadoop, Big Data, Machine Learning Algorithms, Data Mining, Data Analysis, Python Programming, Data Mapping, Object Oriented Programming (OOP), JavaScript Frameworks, HTML and CSS
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Facebook, Persona Development, Social Media, Social Media Marketing, Driving engagement, Social Media Campaigns, Customer Engagement, Social Media Strategy, Customer Insights, Social Media Management, Social Media Analytics, Target Audience, Customer Analysis
Mittel · angeleitetes Projekt · Weniger als 2 Stunden

Microsoft
Kompetenzen, die Sie erwerben: Data Manipulation, Data Transformation, Tidyverse (R Package), Data Wrangling, R Programming, R (Software), Data Analysis
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Analytical Skills, Analysis, Data Preprocessing, Data Analysis, Model Evaluation, Analytics, Regression Analysis, Classification And Regression Tree (CART), Strategic Decision-Making, Business Analytics, Decision Making, Predictive Modeling, Classification Algorithms, Statistical Modeling, Logistic Regression, Decision Tree Learning, Research, Investigation, Quantitative Research, Scientific Methods
Mittel · Kurs · 1–4 Wochen

Creo Incubator
Kompetenzen, die Sie erwerben: Go To Market Strategy, Competitive Analysis, Growth Strategies, Product Development, Marketing, Branding, Market Opportunities, User Experience, Market Share, User Centered Design, Market Analysis, Sales Strategy, Strategic Marketing, New Product Development, Brand Strategy, Marketing Strategies, Product Marketing, Marketing Planning, Sales, Entrepreneurship
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Google Analytics, Web Analytics, Data-Driven Marketing, Marketing Analytics, Target Audience, Digital Analysis, Marketing Effectiveness, Data Validation, Real Time Data, Trend Analysis, Data Quality, Variance Analysis, Anomaly Detection, Benchmarking
Anfänger · Kurs · 1–4 Wochen

Logical Operations
Kompetenzen, die Sie erwerben: NumPy, Data Transformation, Data Manipulation, Data Cleansing, Jupyter, Data Processing, Data Analysis, Data Science, Data Import/Export, Python Programming, Data Management, Virtual Machines, Virtualization and Virtual Machines, Computer Programming, Computer Programming Tools, Software Development
Gemischt · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Analytics, Code Reusability, Integrated Development Environments, Software Installation
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Predictive Modeling, Model Evaluation, Predictive Analytics, Classification And Regression Tree (CART), Statistical Modeling, Risk Modeling, Decision Tree Learning, Data Analysis, R Programming, Model Training, Logistic Regression, Feature Engineering, Model Deployment, Data Import/Export, Data Validation, Exploratory Data Analysis, Data Persistence, Data Preprocessing, Model Optimization, Scientific Visualization
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Google Cloud Platform, Transaction Processing, Big Data, Interactive Data Visualization, Blockchain, Data Visualization, Data Visualization Software, Data Cleansing, Cloud API, Data Processing, Cloud Computing
Anfänger · Projekt · Weniger als 2 Stunden

Google Cloud
Kompetenzen, die Sie erwerben: Looker (Software), Dashboard, Dashboard Creation, Pivot Tables And Charts, Data Analysis, Data Visualization Software, Data Sharing, Data-Driven Decision-Making, Exploratory Data Analysis, Data Import/Export, Content Management
Anfänger · Kurs · 1–3 Monate