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.

Kompetenzen, die Sie erwerben: Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Large Language Modeling, Machine Learning Methods, Computer Vision, Data Science, Artificial Intelligence, Applied Machine Learning, NumPy, Pandas (Python Package), Python Programming, Natural Language Processing, Supervised Learning, Feature Engineering, Machine Learning, Predictive Modeling, Data Analysis, Data Visualization
Anfänger · Kurs · 1–4 Wochen

Amazon Web Services
Kompetenzen, die Sie erwerben: AI Workflows, Generative AI, Model Deployment, Amazon CloudWatch, LLM Application, Prompt Engineering, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Amazon Web Services, Software Design, Application Frameworks, Deep Learning, System Monitoring, Cloud Computing, Software Development, Machine Learning, Natural Language Processing
Fortgeschritten · Kurs · 1–3 Monate

Sage Publications
Kompetenzen, die Sie erwerben: Research Design, Statistical Hypothesis Testing, Research, Science and Research, Statistical Methods, Research Methodologies, Quantitative Research, Probability & Statistics, Scientific Methods, Research and Design, Statistics, Sampling (Statistics), Correlation Analysis, Statistical Inference, Statistical Analysis, Statistical Modeling, General Science and Research, Sample Size Determination, Psychology, Data Analysis
Anfänger · Kurs · 3–6 Monate

Johns Hopkins University
Kompetenzen, die Sie erwerben: Datenverarbeitung, Web-Scraping, Tidyverse (R-Paket), R Programmierung, grep, Datenmanipulation, Speicherverwaltung, Webdienste, Datenwrangling, Datenwissenschaft, Daten-Strukturen, R (Software), Daten importieren/exportieren, Statistische Programmierung, Bereinigung von Daten, Integration von Daten, Datenanalyse, Text Mining, Datenumwandlung
★ 4.3 (1169) · Mittel · Kurs · 1–3 Monate

SkillsBooster Academy
Kompetenzen, die Sie erwerben: ChatGPT, Prompt Engineering, Prompt Patterns, Email Automation, Infographics, OpenAI, AI literacy, Multimodal Prompts, Generative AI, Generative AI Agents, Research, AI Workflows, Content Creation, Context Engineering, Planning, Document Management, Time Management, Social Media Content, Project Documentation, Image Analysis
Anfänger · Kurs · 1–3 Monate

Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Retrieval-Augmented Generation, Model Evaluation, Scalability, Vector Databases, Application Deployment, Model Optimization, Restful API, Token Optimization, Performance Tuning, Embeddings, Generative AI, Web Applications, Large Language Modeling, Artificial Intelligence
Anfänger · Kurs · 1–4 Wochen

Amazon Web Services
Kompetenzen, die Sie erwerben: Generative AI Agents, Generative AI, Verification And Validation, Quality Assurance, Performance Measurement, System Monitoring, User Acceptance Testing (UAT), Development Testing, Model Deployment, Software Quality Assurance, Prompt Engineering, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, MLOps (Machine Learning Operations), Software Development, Machine Learning, Natural Language Processing, Cloud Computing, Amazon Web Services
Fortgeschritten · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Computer Vision, Deep Learning, Image Analysis, Convolutional Neural Networks, Exploratory Data Analysis, Feature Engineering, Tensorflow, Model Training, Predictive Modeling, Transfer Learning, Applied Machine Learning, Machine Learning Methods, Application Development, Predictive Analytics, Model Evaluation, Machine Learning, Network Model, Analytics, Network Architecture, Design
Anfänger · Spezialisierung · 1–3 Monate

Coursera
Kompetenzen, die Sie erwerben: Excel Formulas, Microsoft Excel, Dashboard, Pivot Tables And Charts, Spreadsheet Software, Microsoft 365, ChatGPT, Data Analysis, Microsoft Office, Data Visualization, Document Management, Project Management Software, Collaborative Software, Data Manipulation, Data Cleansing, Text Mining, Project Management, Data Entry, Generative AI, Data-Driven Decision-Making
★ 4.6 (23.754) · Anfänger · Spezialisierung · 1–3 Monate

Kompetenzen, die Sie erwerben: Data Storytelling, Media Planning, Social Media Marketing, Google Ads, Email Marketing, Social Media Strategy, Order Fulfillment, Paid media, Social Media Management, Online Advertising, Search Engine Optimization, Performance Measurement, Spreadsheet Software, Client Services, Campaign Management, E-Commerce, Loyalty Programs, Marketing, Web Presence, Interviewing Skills
★ 4.8 (51.207) · Anfänger · Berufsbezogenes Zertifikat · 3–6 Monate

University of Colorado Boulder
Kompetenzen, die Sie erwerben: Statistical Hypothesis Testing, A/B Testing, Statistical Analysis, Statistical Methods, Statistical Inference, Business Analytics, Statistics, Probability & Statistics, Sampling (Statistics), Correlation Analysis, Business Metrics, Data-Driven Decision-Making, Statistical Reporting, Variance Analysis, Estimation
Gemischt · Kurs · 1–3 Monate