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: Tensorflow, Data Preprocessing, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Model Training, Data Cleansing, Data Pipelines, Data Transformation, Deep Learning, Artificial Neural Networks, Model Optimization, Applied Machine Learning, AI Workflows
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Cleansing, Data Wrangling, R Programming, Data Preprocessing, Applied Machine Learning, Statistical Analysis, R (Software), Model Evaluation, Statistical Machine Learning, Classification And Regression Tree (CART), Advanced Analytics, Statistical Programming, Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Statistical Methods, Model Training, Machine Learning
Intermediate · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Natural Language Processing, Large Language Modeling, Embeddings, Text Mining, Data Preprocessing, LLM Application, Semantic Web, Artificial Neural Networks, ChatGPT, Artificial Intelligence, Generative AI, Data Processing, Deep Learning, Model Training, Model Evaluation, Dependency Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Enterprise Application Management, System Monitoring, Event Monitoring, Network Monitoring, Google Workspace, Cloud Management, Google Cloud Platform, IT General Controls (ITGC), Endpoint Security, Continuous Monitoring, Security Controls, Network Troubleshooting, Package and Software Management, Security Management, System Configuration, Compliance Auditing, Cloud Security, Android (Operating System), Taking Meeting Minutes, Annual Reports
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Hootsuite, Content Scheduling, Social Media Analytics, Digital Marketing Tools, Content Performance Analysis, Social Media Content, Social Media Marketing, Social Media Management, Social Media, Digital Marketing, User Accounts
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Instagram, Social Media, Social Media Management, Social Media Content, Social Media Marketing, Social Media Strategy, Facebook, Product Promotion, Promotional Strategies, Promotions and Campaigns, Advertising
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Incident Response, Continuous Monitoring, Cybersecurity, Cyber Security Assessment, Cyber Attacks, Event Monitoring, Data Security, Vulnerability, System Monitoring, Analysis, Network Security, Network Monitoring, Criminal Investigation and Forensics, Linux Commands, System Configuration, Bash (Scripting Language), Python Programming, Scripting, Linux, Scripting Languages
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Data Modeling, Data Analysis Expressions (DAX), Power BI, Data Store, Power Platform Architecture & Technical Design, Performance Improvement, Performance Tuning, Data Architecture, Microsoft Power Platform, Dashboard Creation, Dashboard, Performance Analysis, Scalability, Frontend Performance, Model Optimization, Microsoft SQL Servers, Microsoft Azure, Performance Metric, Business Intelligence, Data Transformation
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Docker (Software), Kubernetes, Containerization, DevOps, Application Deployment, Scalability
Intermediate · Guided Project · Less Than 2 Hours

Amazon Web Services
Skills you'll gain: Amazon Web Services, Cloud Storage, Serverless Computing, Scalability, File Management, File Systems, Enterprise Architecture
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Containerization, Docker (Software), Kubernetes, Application Deployment, Devops Tools, DevOps, YAML, Infrastructure Architecture, Back-End Web Development, Postman API Platform, MongoDB, Scalability, Software Installation, PostgreSQL, Flask (Web Framework), Configuration Management, Command-Line Interface
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Content Scheduling, Hootsuite, Social Media Management, Scheduling, Digital Marketing Tools, Social Media, Social Media Marketing, Social Media Content, User Accounts, Account Management
Beginner · Guided Project · Less Than 2 Hours