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.

Case Western Reserve University
Kompetenzen, die Sie erwerben: Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Information and Technology, Descriptive Statistics, Statistical Modeling, R Programming, Geographic Information Systems, Statistical Analysis, R (Software), Probability & Statistics, Ggplot2, Oil and Gas, Data Analysis, Simulations, Statistical Methods, Rmarkdown, Data Cleansing, Box Plots, Plot (Graphics)
Mittel · Spezialisierung · 3–6 Monate

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

Kompetenzen, die Sie erwerben: Data Presentation, Verbal Communication Skills, Presentations, Dashboard, Infographics, Storytelling, Data Visualization Software, Persuasive Communication, Communication, Non-Verbal Communication, Target Audience, Decision Making
Mittel · Kurs · 3–6 Monate

Kompetenzen, die Sie erwerben: Exploratory Data Analysis, Statistical Process Controls, Six Sigma Methodology, Statistical Hypothesis Testing, Statistical Analysis, Continuous Improvement Process, Data Analysis, Process Improvement, Quality Improvement, Root Cause Analysis, Data-Driven Decision-Making, Regression Analysis, Process Optimization, Correlation Analysis
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Data Visualization Software, Data Visualization, Ggplot2, Plot (Graphics), R Programming, Scatter Plots, Graphing, Data Analysis, Data Wrangling, Data Manipulation, Data Import/Export, Regression Analysis, Software Installation, Package and Software Management
Mittel · Kurs · 1–4 Wochen

Zoho Corporation
Kompetenzen, die Sie erwerben: Sales Process, Sales, Sales Management, Sales Strategy, General Sales Practices, Customer Relationship Management (CRM) Software, Sales Presentation, Sales Pipelines, Interviewing Skills, Prospecting and Qualification, Portfolio Management
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Shiny (R Package), FinTech, Financial Market, Financial Planning, Financial Forecasting, Statistical Programming, Asset Management, Financial Analysis, Artificial Intelligence, Web Applications, Portfolio Management, Predictive Modeling, Time Series Analysis and Forecasting, Algorithms
Anfänger · Kurs · 1–4 Wochen

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

Kompetenzen, die Sie erwerben: Matplotlib, Linear Algebra, NumPy, Scientific Visualization, Machine Learning Algorithms, Pandas (Python Package), Seaborn, Data Science, Machine Learning, Data Analysis, Supervised Learning, Python Programming, Scikit Learn (Machine Learning Library), Jupyter, Data Manipulation, Regression Analysis, Data Structures, Software Installation
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Exploratory Data Analysis, Data Analysis, Data Processing, Artificial Intelligence, Predictive Modeling, Data Science, Data Manipulation, Jupyter, Feature Engineering, Machine Learning, Data Visualization, Python Programming
Mittel · angeleitetes Projekt · Weniger als 2 Stunden

Fundação Instituto de Administração
Kompetenzen, die Sie erwerben: Marketing Strategies, Digital Marketing, Marketing, Marketing Analytics, Key Performance Indicators (KPIs), Consumer Behaviour, E-Commerce, Performance Measurement, Customer Insights, Market Analysis
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Natural Language Processing, Python Programming, Text Mining, Artificial Intelligence, Machine Learning, Data Collection, Data Processing, Data Analysis
Mittel · Kurs · 1–4 Wochen