Big-Data-Kurse können Ihnen helfen zu lernen, wie große Datenmengen gespeichert, verarbeitet und analysiert werden. Sie können Fähigkeiten im Umgang mit verteilten Systemen, Datenpipelines, Streaming-Daten und grundlegenden Analyseverfahren aufbauen. Viele Kurse stellen Plattformen, Frameworks und Visualisierungswerkzeuge vor, mit denen Sie Muster in umfangreichen Datensätzen erkennen.

University of Maryland, College Park
Kompetenzen, die Sie erwerben: Sampling (Statistics), Data Analysis Software, Stata, Statistical Analysis, Statistical Software, Statistical Methods, Regression Analysis, Data Integrity, R (Software), R Programming, Statistical Modeling
Gemischt · Kurs · 1–3 Monate

Packt
Kompetenzen, die Sie erwerben: Model Deployment, Model Evaluation, Unsupervised Learning, Transfer Learning, Tensorflow, Generative AI Agents, Keras (Neural Network Library), Fine-tuning, Model Training, Machine Learning Methods, Dimensionality Reduction, Deep Learning, Recurrent Neural Networks (RNNs), Applied Machine Learning, BeeAI, Data Preprocessing, Convolutional Neural Networks, AI Orchestration, PyTorch (Machine Learning Library), Feature Engineering
Mittel · Spezialisierung · 1–3 Monate

Kompetenzen, die Sie erwerben: Make.com, LinkedIn, Marketing Automation, Generative AI Agents, Digital Marketing Tools, Social Media Marketing, AI Integrations, Content Development and Management, Application Programming Interface (API), Generative AI, Content Creation, Automation, OpenAI API, Artificial Intelligence, Content Marketing
Anfänger · angeleitetes Projekt · Weniger als 2 Stunden

Kompetenzen, die Sie erwerben: Model Deployment, Machine Learning Algorithms, Machine Learning Methods, Data Management, Model Training, Data Import/Export, Data Pipelines, Development Environment, Statistical Modeling
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Generative AI, Prompt Engineering, Presentations, Prompt Engineering Tools, Document Management, Graphic and Visual Design, AI Integrations
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Unsupervised Learning, Feature Engineering, Model Evaluation, Applied Machine Learning, Statistical Machine Learning, Predictive Modeling, Supervised Learning, Clinical Informatics, Machine Learning, Machine Learning Methods, Model Training, Health Informatics, Data Preprocessing, Predictive Analytics, Decision Tree Learning, Time Series Analysis and Forecasting, Logistic Regression, Forecasting, Classification Algorithms, Dimensionality Reduction
Mittel · Kurs · 1–4 Wochen

Fundação Instituto de Administração
Anfänger · Kurs

Kompetenzen, die Sie erwerben: Data Ethics, No-Code Development, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Data Cleansing, Data Preprocessing, Artificial Intelligence, Data Quality, AI literacy, Human Computer Interaction, Business Solutions, Machine Learning, Data Wrangling, Business Metrics, Data Storytelling, Generative AI, Business Analytics, Data Validation, Dashboard, Automation
Anfänger · Kurs · 1–4 Wochen

École Polytechnique Fédérale de Lausanne
Kompetenzen, die Sie erwerben: Scala Programming, Program Development, Data Validation, Object Oriented Programming (OOP), Build Tools, Programming Principles, Object Oriented Design, Algorithms, Software Testing, Enterprise Modeling, Unit Testing, Data Structures, Data Modeling
Mittel · Kurs · 1–3 Monate
University of Glasgow
Kompetenzen, die Sie erwerben: Deep Learning, Data Preprocessing, Autoencoders, Machine Learning Methods, Artificial Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Medical Records, Model Optimization, Health Informatics, Electocardiography, Electronic Medical Record, Predictive Modeling, Embeddings, Applied Machine Learning, Data Cleansing, Time Series Analysis and Forecasting, Dimensionality Reduction, Model Evaluation
Mittel · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: R Programming, Model Optimization, R (Software), Analysis, Mathematical Software, Data Analysis
Mittel · angeleitetes Projekt · Weniger als 2 Stunden
Rice University
Kompetenzen, die Sie erwerben: Microsoft Excel, Graphing, Plot (Graphics), Spreadsheet Software, Pivot Tables And Charts, Excel Formulas, Data Analysis, Data Analysis Software, Data Import/Export, Data Literacy, Scatter Plots, Histogram, Data Manipulation, Data Management, Editing
Gemischt · Kurs · 1–4 Wochen