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 Institute of Technology
Skills you'll gain: Infrastructure As A Service (IaaS), Cloud-Native Computing, Operating System Administration, Open Source Technology, Cloud Security, Virtualization, Platform As A Service (PaaS), Linux, Package and Software Management, Containerization, Serverless Computing, Cloud Infrastructure, Web Development, Network Security, Shell Script, Identity and Access Management, Linux Administration, Cloud Computing, Microsoft Windows, Test Driven Development (TDD)
Earn a degree
Degree · 1 - 4 Years

Illinois Institute of Technology
Skills you'll gain: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Recurrent Neural Networks (RNNs), Apache Hadoop, Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication
Earn a degree
Degree · 1 - 4 Years

University of Leeds
Skills you'll gain: Data Ethics, Data Presentation, Regression Analysis, Web Scraping, Data Storytelling, Statistical Hypothesis Testing, Matplotlib, Bayesian Statistics, Data Analysis, Statistical Machine Learning, Model Evaluation, Exploratory Data Analysis, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Data Visualization, Applied Machine Learning, Statistical Modeling, Data Preprocessing, Linear Algebra
Earn a degree
Degree · 1 - 4 Years

Google Cloud
Skills you'll gain: Google Cloud Platform, Database Administration, Database Architecture and Administration, Database Management, Data Migration, Cloud Applications, Relational Databases, SQL, Query Languages, Database Design, Systems Administration, Scalability
Intermediate · Course · 1 - 3 Months
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Deep Learning, Computer Vision, Reinforcement Learning, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, MLOps (Machine Learning Operations), Logistic Regression, Marketing Analytics, Strategic Decision-Making, Financial Modeling, Dashboard, Transfer Learning, Simulations, Pandas (Python Package), Operations Research
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: Anomaly Detection, Microsoft Azure, Application Performance Management, Site Reliability Engineering, Time Series Analysis and Forecasting, Generative AI, Query Languages, Data Integration, Process Optimization, Data Analysis, Scalability, User Feedback
Intermediate · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
Skills you'll gain: Revenue Management, Database Design, Customer Analysis, Descriptive Analytics, FinTech, Large Language Modeling, Model Evaluation, Web Scraping, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Biostatistics, Social Determinants Of Health, Gerontology, Digital Transformation, Matplotlib, Deep Learning, Risk Analysis, Bayesian Statistics, Exploratory Data Analysis
Earn a degree
Degree · 1 - 4 Years
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Service Level, Probability, Dimensionality Reduction, Deep Learning, Statistical Modeling, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Data Warehousing, Recurrent Neural Networks (RNNs), Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

Illinois Institute of Technology
Skills you'll gain: Industrial and Organizational Psychology, Infrastructure As A Service (IaaS), Data Storytelling, Cloud-Native Computing, Serverless Computing, Javascript and jQuery, Network Troubleshooting, Database Management Systems, Time Series Analysis and Forecasting, Open Source Technology, Project Scoping, Networking Hardware, Virtualization, Unified Modeling Language, Cybersecurity, Cloud Security, Computer Hardware, Design Thinking, Team Oriented, DevSecOps
Earn a degree
Degree · 1 - 4 Years

DeepLearning.AI
Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Generative Model Architectures, PyTorch (Machine Learning Library), Model Evaluation, Responsible AI, Data Ethics, Machine Learning, Image Quality, Unsupervised Learning
Intermediate · Course · 1 - 4 Weeks