Kurse zu neuronalen Netzen können Ihnen helfen zu lernen, wie Modelle aufgebaut, trainiert und optimiert werden. Sie können Fähigkeiten in Architekturdesign, Datenaufbereitung, Trainingstechniken und Modellbewertung aufbauen. Viele Kurse stellen Frameworks und Beispiele aus der KI-Praxis vor.

Northeastern University
Kompetenzen, die Sie erwerben: Data Mining, Model Training, Machine Learning Methods, Machine Learning Software, Applied Machine Learning, Predictive Modeling, Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Random Forest Algorithm, Diagnostic Tests, Responsible AI, Deep Learning, Model Evaluation, Unsupervised Learning, Health Technology, Healthcare Industry Knowledge, Algorithms, Artificial Neural Networks
★ 4.7 (11) · Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
★ 4.5 (40) · Mittel · Spezialisierung · 3–6 Monate

University of Colorado Boulder
Kompetenzen, die Sie erwerben: Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Artificial Neural Networks, Markov Model, Algorithms, Artificial Intelligence, Statistical Inference, Statistical Modeling, Network Model, Forecasting, Computational Logic, Dependency Analysis, Statistical Methods, Probability Distribution, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Sampling (Statistics), Model Optimization, Solution Design, Technical Design
★ 3.9 (12) · Anfänger · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Scheduling, Project Schedules, Project Controls, Timelines, Project Management Software, Management Reporting, Performance Reporting, Process Improvement and Optimization, Organizational Skills, Report Writing, Resource Management, Administration, System Configuration, User Accounts, Diagram Design
★ 4.6 (21) · Fortgeschritten · Kurs · 1–3 Monate

John Wiley & Sons
Kompetenzen, die Sie erwerben: Fundraising, Philanthropy, Advocacy, Social Impact, Crisis Management, Ethical Standards And Conduct, Law, Regulation, and Compliance, Social Justice, Regulation and Legal Compliance, Social Sciences, Drive Engagement, Decision Making, Cultural Sensitivity, Intercultural Competence
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Responsible AI, Governance, Governance Risk Management and Compliance, Compliance Management, Accountability Frameworks, Compliance Auditing, Internal Auditing, Data Governance, Regulatory Compliance, Technical Communication, Auditing, Compliance Reporting, MLOps (Machine Learning Operations), Regulatory Requirements, Accountability, Model Deployment, Risk Management Framework, Report Writing, Stakeholder Communications, Risk Management
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Rmarkdown, Plot (Graphics), Box Plots, Descriptive Statistics, Scatter Plots, Histogram, Scientific Visualization, Jupyter, Matplotlib, Statistical Visualization, Data Manipulation, R (Software), Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Statistical Methods, Data Analysis, R Programming, Python Programming
★ 4 (26) · Anfänger · Spezialisierung · 3–6 Monate

Kompetenzen, die Sie erwerben: Networking Hardware, OSI Models, Network Architecture, Network Protocols, General Networking, Network Security, TCP/IP, Computer Networking, Cloud Technologies, Network Infrastructure, Network Administration, Local Area Networks, Cloud Platforms, Network Planning And Design, Routing Protocols, Cloud Infrastructure, Virtual Private Networks (VPN), Cloud Services, Telecommunications, Wireless Networks
★ 4.4 (14) · Mittel · Kurs · 1–3 Monate

University of Colorado Boulder
Kompetenzen, die Sie erwerben: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Statistical Programming, R (Software), Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Statistical Software, Microsoft Excel, Statistics, Data Analysis
★ 4.6 (52) · Anfänger · Spezialisierung · 3–6 Monate

28DIGITAL
Kompetenzen, die Sie erwerben:
★ 4.5 (116) · Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Machine Learning Methods, Healthcare Ethics, Health Informatics, Machine Learning, Deep Learning, Statistical Machine Learning, Model Training, Convolutional Neural Networks, Data Preprocessing, Predictive Modeling, Electronic Medical Record System, AI Personalization, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Model Evaluation, Decision Intelligence, Data Analysis
Mittel · Kurs · 1–4 Wochen

Johns Hopkins University
Kompetenzen, die Sie erwerben: Mathematische Software, R (Software), Wirtschaftsmathematik, Mathematische Modellierung, Kalkulation, Angewandte Mathematik, R Programmierung, Algebra, Allgemeine Mathematik, Datenanalyse, Grafische Darstellung
★ 4.7 (231) · Anfänger · Kurs · 1–4 Wochen