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.

Kompetenzen, die Sie erwerben: Competitive Analysis, Growth Strategies, Value Propositions, Target Market, Consumer Behaviour, Customer Insights, Market Opportunities, Business Strategies, B2B Sales, Price Negotiation, Market Analysis, Business-To-Consumer
Gemischt · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Root Cause Analysis, Correlation Analysis, Regression Analysis, Data Collection, Descriptive Statistics, Statistical Hypothesis Testing, Statistical Analysis, Process Analysis, Six Sigma Methodology, Lean Six Sigma, Data Analysis, Process Improvement, Statistical Inference, Pareto Chart
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Prompt Engineering, Generative AI, Dimensionality Reduction, Natural Language Processing, Large Language Modeling, OpenAI, Text Mining, Applied Machine Learning, LLM Application, Statistical Machine Learning, Data Processing, Databases, Feature Engineering, Python Programming, Supervised Learning, Artificial Intelligence, Unsupervised Learning, Pandas (Python Package), Data Transformation, NumPy
Mittel · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Ggplot2, Tidyverse (R Package), Data Visualization, Data Analysis, Exploratory Data Analysis, R Programming, Data Visualization Software, Data Manipulation, R (Software)
Mittel · angeleitetes Projekt · Weniger als 2 Stunden

Google Cloud
Kompetenzen, die Sie erwerben: Looker (Software), Performance Tuning, Query Languages, Exploratory Data Analysis, Database Management, Continuous Monitoring, Data Analysis, System Monitoring, Google Cloud Platform
Mittel · Projekt · Weniger als 2 Stunden

Kompetenzen, die Sie erwerben: Predictive Modeling, Matplotlib, Seaborn, Statistical Modeling, Data Visualization, Regression Analysis, Pandas (Python Package), Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Scikit Learn (Machine Learning Library), Probability & Statistics, Python Programming, Unsupervised Learning, Data Analysis, Decision Tree Learning, AI Personalization, Feature Engineering, NumPy
Mittel · Kurs · 1–3 Monate

Johns Hopkins University
Kompetenzen, die Sie erwerben: Data Warehousing, Apache Hadoop, Distributed Computing, Scalability, Transaction Processing, Database Systems, Database Design, Database Management Systems, Relational Databases, Database Architecture and Administration, Database Management, Cloud Computing, Query Languages, Big Data, Databases, Data Processing, Machine Learning, SQL, Data Access, Performance Tuning
Mittel · Spezialisierung · 1–3 Monate

University of Colorado Boulder
Kompetenzen, die Sie erwerben: Statistical Hypothesis Testing, Statistical Analysis, Sampling (Statistics), Statistical Methods, Microsoft Excel, Probability & Statistics, Data Analysis, Regression Analysis, Probability Distribution
Mittel · Kurs · 1–3 Monate

Johns Hopkins University
Kompetenzen, die Sie erwerben: Apache Hadoop, Apache Hive, Big Data, Apache Spark, NoSQL, Data Management, Data Processing, SQL, Query Languages, Data Manipulation, Scripting Languages, Data Transformation
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Apache Kafka, Apache Hadoop, Apache Spark, Real Time Data, Scala Programming, Data Integration, Command-Line Interface, Apache Hive, Big Data, Applied Machine Learning, Data Processing, Apache, System Design and Implementation, Apache Cassandra, Data Pipelines, Java, Distributed Computing, Query Languages, IntelliJ IDEA, Application Deployment
Mittel · Spezialisierung · 3–6 Monate
University of Michigan
Kompetenzen, die Sie erwerben: Statistical Modeling, Regression Analysis, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing, R Programming, Predictive Modeling
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Content Performance Analysis, Facebook, Marketing Analytics, Social Media Marketing, Social Media Management, Content Strategy, Online Advertising, Instagram, Analytics, Performance Measurement, Key Performance Indicators (KPIs), Business Analytics, Social Media Strategy, Scalability, Revenue Management, Data-Driven Decision-Making, Brand Marketing
Anfänger · Kurs · 1–4 Wochen