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.

Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Google Cloud Platform, Embeddings, Cloud API, Application Programming Interface (API), Unsupervised Learning, Natural Language Processing, Classification Algorithms, Development Environment, Scalability
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Cloud Deployment, Application Deployment, Site Reliability Engineering, Microservices, Google App Engine, Kubernetes, Cloud Infrastructure, API Design, Restful API, Google Cloud Platform, Cloud Computing Architecture, Cloud Applications, CI/CD, Systems Design, Cloud Computing, Cloud Storage, System Design and Implementation, Cloud Security, Scalability, Network Architecture
Advanced · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Data Validation, Model Deployment, Test Driven Development (TDD), Apache Airflow, Data Pipelines, Containerization, Extract, Transform, Load, Kubernetes, Model Training, Data Integrity, Model Optimization, Cloud-Native Computing, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Artificial Intelligence, Artificial Neural Networks, Machine Learning Algorithms, Natural Language Processing, Algorithms
Intermediate · Course · 3 - 6 Months

Google Cloud
Skills you'll gain: Image Analysis, Model Training, Generative Model Architectures, Deep Learning, Convolutional Neural Networks, Embeddings, Model Evaluation, Recurrent Neural Networks (RNNs)
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: iOS Development, Secure Coding, Encryption, Network Security, Swift Programming, Mobile Security, Application Security, Data Persistence, Key Management, Data Security, Cryptography, Data Storage
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Docker (Software), YAML, Containerization, Configuration Management, Data Pipelines, Real Time Data, Devops Tools, Debugging, DevOps, Microservices, Application Deployment, Event Monitoring, Scalability, Software Installation
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Load Balancing, Performance Stress Testing, Google Cloud Platform, Firewall, Cloud Infrastructure, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Security Controls, Back-End Web Development, Front-End Web Development
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Firewall, Network Security, Virtual Networking, Cloud Security, Cloud Infrastructure, Cloud Management, Network Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Kubernetes, Cloud-Native Computing, Containerization, Amazon Web Services, Application Deployment, Amazon Elastic Compute Cloud, Cloud Infrastructure, Scenario Testing, Cloud Deployment, Network Troubleshooting, Ubuntu, System Configuration, Software Installation, Linux Commands, Command-Line Interface
Mixed · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Conflict Management, De-escalation Techniques, Interpersonal Communications, Empathy, Composure, Professionalism, Emotional Intelligence, Communication Strategies, Communication, Verbal Communication Skills
Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, GitHub Copilot, LangChain, LLM Application, Emerging Technologies, AI Orchestration, AI Workflows, AI Security, OpenAI, AI Integrations, ChatGPT, AI literacy, Responsible AI, Artificial Intelligence, General Networking, Cybersecurity, Network Administration, Software Development, Quantum computing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, Analytics, R Programming, Scripting, Google Sheets, Email Automation, Tidyverse (R Package), Predictive Modeling, Automation, Data Manipulation, Health Technology, GitHub, Gmail, Git (Version Control System), Command-Line Interface
Intermediate · Guided Project · Less Than 2 Hours