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.
Illinois Tech
Skills you'll gain: Operating System Administration, Linux Administration, Microsoft Windows, Command-Line Interface, Operating Systems, System Configuration, Event Monitoring, Authorization (Computing), Desktop Support, OS Process Management, Network Security, Package and Software Management, Information Technology, IT Automation, Network Administration, General Networking, Software Installation
★ 4.6 (166) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Large Language Modeling, Retrieval-Augmented Generation, LangChain, LLM Application, Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Embeddings, Deep Learning, Generative AI, Fine-tuning, Artificial Intelligence, Classification Algorithms, Machine Learning Methods, Data Preprocessing, Applied Machine Learning, Machine Learning, Model Optimization, Model Evaluation
Intermediate · Course · 1 - 3 Months
Skills you'll gain: Microarchitecture, Network Protocols, Hardware Architecture, Systems Architecture, Computer Architecture, Communication Systems, Transaction Processing, Performance Tuning, Digital Communications, Memory Management, Data Integrity
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Geospatial Information and Technology, Environmental Monitoring, Image Analysis, Spatial Analysis, Environmental Science, Data Validation, Data Preprocessing, Data Collection, Data Analysis, Analytical Skills, Network Monitoring, Data Integrity
Beginner · Course · 1 - 4 Weeks

New York Institute of Finance
Skills you'll gain: Reinforcement Learning, Recurrent Neural Networks (RNNs), Financial Trading, Deep Learning, Portfolio Management, Machine Learning Methods, Model Training, Artificial Neural Networks, Machine Learning Software, Applied Machine Learning, Markov Model, Model Evaluation
★ 3.5 (250) · Intermediate · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: HTML and CSS, PHP (Scripting Language), Hypertext Markup Language (HTML), MySQL, Web Applications, Web Design and Development, Web Development, Secure Coding, Cascading Style Sheets (CSS), Development Environment, Back-End Web Development, Database Development, Web Servers, Scripting Languages, Programming Principles, Network Protocols, Software Installation, Data Validation
★ 4.7 (4.3K) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: React.js, Frontend Performance, JavaScript Frameworks, Authorization (Computing), Data Validation, Code Reusability, Authentications, Web Development Tools, Performance Tuning, Routing Protocols, Network Routing, UI Components, Verification And Validation, Context Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Active Directory, Group Policy, Windows PowerShell, File Management, Windows Servers, Remote Access Systems, Hyper-V, Public Key Infrastructure, Software-Defined Networking, Microsoft Servers, Microsoft Windows, Dynamic Host Configuration Protocol (DHCP), Containerization, Server Administration, Network Troubleshooting, Docker (Software), Virtual Private Networks (VPN), Operating System Administration, Hardening, Computer Networking
Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Identity and Access Management, Data Infrastructure, Cloud Infrastructure, Data Import/Export, Token Optimization, Network Model, AI Workflows, Network Infrastructure, Generative AI, Network Planning And Design, Cloud-Based Integration, General Networking, Network Architecture, Network Security, Network Performance Management, Distributed Computing, Model Training
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: AWS Identity and Access Management (IAM), Identity and Access Management, Google Cloud Platform, Amazon Web Services, Cloud Engineering, Virtual Private Networks (VPN), Firewall, Virtual Networking, Network Architecture, Cloud Infrastructure, Cloud Services, User Accounts, Network Infrastructure, Network Routing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)
Intermediate · Specialization · 3 - 6 Months

University of Minnesota
Skills you'll gain: Patient-centered Care, Mental and Behavioral Health, Life Sciences, Clinical Pharmacy, Biochemistry, Pathology, Molecular Biology
Intermediate · Course · 1 - 4 Weeks