Deep-Learning-Kurse können Ihnen helfen zu lernen, wie neuronale Netze aufgebaut, trainiert und bewertet werden. Sie können Fähigkeiten in Modellarchitekturen, Optimierung, Datenaufbereitung und Evaluationsmethoden aufbauen. Viele Kurse stellen Frameworks und Tools vor, die das Experimentieren mit tiefen Modellen unterstützen.
University of Colorado Boulder
Kompetenzen, die Sie erwerben: Self-Motivation, Emotional Intelligence, Growth Mindedness, digital literacy, Mental Concentration, Personal Development, Compassion, Goal Setting, Empowerment, Self-Awareness, Self-Discipline, Habit Formation, Decision Making, Critical Thinking, Mindfulness, Stress Management, Resilience, Adaptability, Media and Communications, Productivity
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Model Optimization, PyTorch (Machine Learning Library), Model Evaluation, Model Deployment, MLOps (Machine Learning Operations), Model Training, AI Workflows, Tensorflow, Dataflow, Performance Tuning, Deep Learning, Dashboard, Data Pipelines, Grafana, Artificial Neural Networks, Data Processing, Resource Utilization, Performance Analysis, Performance Metric, Data Manipulation
Mittel · Kurs · 1–3 Monate

Packt
Kompetenzen, die Sie erwerben: Vulnerability Scanning, Penetration Testing, Network Monitoring, Network Security, Vulnerability Assessments, Network Administration, Security Testing, Network Protocols, Network Analysis, TCP/IP, File Transfer Protocol (FTP), Network Infrastructure, Software Installation, Ubuntu, Command-Line Interface
Mittel · Kurs · 1–4 Wochen

Northeastern University
Kompetenzen, die Sie erwerben: Bewertung des Modells, Datenwrangling, Datenvisualisierung, Explorative Datenanalyse, Deskriptive Statistik, Datenanalyse, Unüberwachtes Lernen, Datenmanipulation, Vorverarbeitung von Daten, Computational Thinking, Algorithmen, Bereinigung von Daten, Grundsätze der Programmierung, Python-Programmierung, Zeitreihenanalyse und Vorhersage, Algorithmen für maschinelles Lernen, Daten-Strukturen, Datenverarbeitung, Datenvorverarbeitung, Modellevaluation
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Swift Programming, Apple iOS, iOS Development, Application Deployment, Mobile Development, Programming Principles, Application Development, UI Components, User Interface (UI), Knowledge of Apple Software, User Interface (UI) Design, Functional Design
Anfänger · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Microsoft Azure, Event-Driven Programming, Cloud Computing Architecture, Application Design, Application Programming Interface (API), Application Deployment, Cloud Deployment, Cloud Solutions, Solution Architecture, Cloud Platforms, Cloud Computing, Virtual Machines, Cloud Infrastructure, Network Planning And Design, Serverless Computing, Network Architecture, General Networking, Data Migration, Containerization
Fortgeschritten · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: User Interface (UI), Object Oriented Design, Android Development, Android (Operating System), User Interface (UI) Design, Animation and Game Design, C# (Programming Language), C and C++, Mobile Development, Application Deployment, Code Reusability, Software Installation, UI Components, Linear Algebra, Computational Logic, Interactive Design
Anfänger · Spezialisierung · 3–6 Monate
Kompetenzen, die Sie erwerben: Model Training, Java Programming, Java, Feature Engineering, Machine Learning Methods, Statistical Machine Learning, Machine Learning Algorithms, Deep Learning, Data Pipelines
Fortgeschritten · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Selenium (Software), Test Automation, Behavior-Driven Development, Gherkin (Scripting Language), Software Testing, Unit Testing, Test Script Development, Test Case, Automation, Software Design Patterns, Maintainability, Python Programming, Code Reusability
Anfänger · Kurs · 1–4 Wochen

Kompetenzen, die Sie erwerben: Content Scheduling, Social Media Marketing, Content Performance Analysis, Social Media Analytics, Social Media Management, Social Media Campaigns, Social Media, Social Media Content, Digital Media Strategy, Social Media Strategy, Customer Engagement, Digital Marketing, Content Optimization, Performance Analysis, Customer Communications Management, Customer Relationship Management (CRM) Software, Web Analytics, Marketing Communications, Analytics, Market Data
Anfänger · Kurs · 1–3 Monate

Packt
Kompetenzen, die Sie erwerben: Node.JS, File I/O, Javascript, Event-Driven Programming, Web Servers, Software Installation, Server Side, Application Development, File Management, Command-Line Interface, TCP/IP, Servers, OS Process Management, Application Deployment, Package and Software Management
Mittel · Kurs · 1–3 Monate

Kompetenzen, die Sie erwerben: Post-Production, Adobe After Effects, 3D Assets, 3D Modeling, Cinematography, Virtual Environment, Videography, Performance Tuning, Computer Graphics, Photo/Video Production and Technology, Animations
Mittel · Kurs · 1–4 Wochen