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
Kompetenzen, die Sie erwerben: 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
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Abschluss · 1–4 Jahre
Universidad de los Andes
Kompetenzen, die Sie erwerben: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Deep Learning, Reinforcement Learning, Computer Vision, Financial Statement Analysis, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, Pandas (Python Package), MLOps (Machine Learning Operations), Marketing Analytics, Logistic Regression, Strategic Decision-Making, Descriptive Analytics, Transfer Learning, Verification And Validation, Simulations
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Abschluss · 1–4 Jahre
University of Colorado Boulder
Kompetenzen, die Sie erwerben: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Recurrent Neural Networks (RNNs), Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Exploratory Data Analysis, Dimensionality Reduction, Performance Testing, Bash (Scripting Language), Data Science
Credits angeboten
Abschlusszertifikat · 6–12 Monate

Illinois Institute of Technology
Kompetenzen, die Sie erwerben: 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)
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Abschluss · 1–4 Jahre

Dartmouth College
Kompetenzen, die Sie erwerben: Field-Programmable Gate Array (FPGA), Natural Language Processing, Technical Communication, Embedded Systems, Embedded Software, Distributed Computing, Recurrent Neural Networks (RNNs), Digital Signal Processing, Probability & Statistics, Generative AI, Machine Learning, Deep Learning, Image Analysis, Convolutional Neural Networks, Hardware Design, Electronic Systems, Text Mining, Student Support and Services, Professional Development, Electrical and Computer Engineering
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Abschluss · 1–4 Jahre

Illinois Institute of Technology
Kompetenzen, die Sie erwerben: 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
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Abschluss · 1–4 Jahre

Google Cloud
Kompetenzen, die Sie erwerben: 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
Mittel · Kurs · 1–3 Monate

Pontificia Universidad Católica de Chile
Kompetenzen, die Sie erwerben: Revenue Management, Database Design, Customer Analysis, Descriptive Analytics, FinTech, Large Language Modeling, Model Evaluation, Unsupervised Learning, Gerontology, People Analytics, Time Series Analysis and Forecasting, Social Determinants Of Health, Matplotlib, Biostatistics, Deep Learning, Risk Analysis, Digital Transformation, Bayesian Statistics, Exploratory Data Analysis, Social Network Analysis
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Abschluss · 1–4 Jahre
Universidad de Palermo
Kompetenzen, die Sie erwerben: Key Performance Indicators (KPIs), Business Modeling, Data Storytelling, Human Capital, Selling Techniques, Team Management, Business Planning, Portfolio Risk, Business Analytics, Portfolio Management, Strategic Marketing, Financial Statements, Digital Transformation, Corporate Sustainability, Entrepreneurial Finance, Marketing Management, Business Process Management, B2B Sales, Market Dynamics, Teamwork
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Abschluss · 1–4 Jahre

Google Cloud
Kompetenzen, die Sie erwerben: Data Migration, Database Management, Relational Databases, Google Cloud Platform, Database Architecture and Administration, Databases, Data Store, Dataflow, Query Languages, Database Design, Cloud Applications, Scalability, Transaction Processing
Mittel · Kurs · 1–3 Monate
Universidad de los Andes
Kompetenzen, die Sie erwerben: Social Network Analysis, Network Analysis, Data Storytelling, Financial Statement Analysis, Predictive Modeling, Data Presentation, Financial Modeling, Pandas (Python Package), Marketing Analytics, Product Marketing, Marketing Management, Interactive Data Visualization, Seaborn, Transfer Learning, Advertising, Applied Machine Learning, Statistical Machine Learning, Random Forest Algorithm, Operations Research, Mathematical Modeling
Credits angeboten
MasterTrack · 6–12 Monate

University of Leeds
Kompetenzen, die Sie erwerben: Data Ethics, Data Presentation, Regression Analysis, Data Storytelling, Statistical Hypothesis Testing, Bayesian Statistics, Statistical Machine Learning, Data Analysis, Model Evaluation, Exploratory Data Analysis, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Data Visualization, Statistical Modeling, File I/O, Data Preprocessing, Object Oriented Programming (OOP), Linear Algebra
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Abschluss · 1–4 Jahre