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.

LearnQuest
Skills you'll gain: Docker (Software), Containerization, Application Deployment, Data Persistence, Software Development, Virtualization, Application Security, Virtual Networking, Virtualization and Virtual Machines, Command-Line Interface
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Goal Setting, Smart Goals, Professional Networking, Management Training And Development, Business Management, Staff Management, Leadership and Management, Operations Management, People Management, Business Administration, Relationship Building, Strategic Planning, Leadership Development, Business Planning, Customer Service, Organizational Leadership, Organizational Strategy, Leadership
Mixed · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Critical Thinking and Problem Solving, Problem Solving, Creative Problem-Solving, Brainstorming, Complex Problem Solving, Critical Thinking, Independent Thinking, Creative Thinking, Constructive Feedback, Decision Making, Analysis, Emotional Intelligence, Cognitive flexibility, Personal Development, Self-Awareness, Collaboration
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: PyTorch (Machine Learning Library), Model Evaluation, Deep Learning, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Fine-tuning, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Artificial Intelligence, Model Optimization, Data Preprocessing, Regression Analysis, Software Installation, System Configuration
Intermediate · Course · 1 - 3 Months

Sage Publications
Skills you'll gain: Active Listening, Professionalism, Emotional Intelligence, Cultural Responsiveness, Social Skills, Communication, Communication Strategies, Interpersonal Communications, Social Work, Empathy, Self-Awareness, Patient Communication, Trustworthiness, Verbal Communication Skills, Ethical Standards And Conduct, Rapport Building, Conflict Management, Assertiveness, Psychosocial Assessments, Client Services
Beginner · Course · 1 - 3 Months

LearnQuest
Skills you'll gain: Time Series Analysis and Forecasting, Demand Planning, Trend Analysis, Data Visualization, Customer Demand Planning, Regression Analysis, Plot (Graphics), Forecasting, Statistical Analysis, Predictive Modeling, Correlation Analysis, Predictive Analytics, Applied Machine Learning, Supply Chain, Supply Chain Management, Data Analysis, Pandas (Python Package), Statistical Modeling, Machine Learning, Python Programming
Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Data Pipelines, Data Architecture, Requirements Analysis, Requirements Elicitation, Amazon Web Services, Data Infrastructure, Enterprise Architecture, Data Processing, System Requirements, Performance Tuning, Cloud Computing, Data Transformation, Scalability
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Digital Brand Strategy, Marketing Strategies, Search Engine Marketing, Digital Marketing, Direct Marketing, Content Marketing, Digital Media Strategy, Strategic Marketing, Digital Marketing Campaigns, Web Analytics and SEO, Social Media Campaigns, Search Engine Optimization, Data-Driven Marketing, Content Strategy, Marketing, Marketing Planning, Social Media Marketing, Marketing Management, Social Media Strategy, Social Media
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Critical Thinking and Problem Solving, Critical Thinking, Independent Thinking, AI literacy, Decision Intelligence, Decision Making, Problem Solving, Strategic Decision-Making, Creative Problem-Solving, Decisiveness, Brainstorming, Logical Reasoning, Analysis, Emotional Intelligence, Collaboration, Self-Awareness, Innovation, Personal Development, Psychology, Application Frameworks
Intermediate · Course · 1 - 4 Weeks

McMaster University
Skills you'll gain: Experimentation, Scientific Visualization, Plot (Graphics), Data Visualization, Predictive Modeling, Pareto Chart, Predictive Analytics, Model Optimization, Regression Analysis, A/B Testing, Statistical Modeling, Process Optimization, Statistical Software, Statistical Methods, Analysis, Data Analysis Software, Mathematical Modeling, R Programming, Data Analysis, Statistical Analysis
Intermediate · Course · 1 - 3 Months
Skills you'll gain: Brand Strategy, Brand Marketing, Campaign Planning, Professional Networking, Brand Management, Branding, Storytelling, Mentorship, Communication Planning, Strategic Communication, Personal Attributes, Web Presence, Professional Development, LinkedIn, Overcoming Obstacles, Self-Awareness, Personal Integrity, Relationship Building, Recognizing Others, Personal Development
Beginner · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, Cloud-Native Computing, Google Cloud Platform, Application Deployment, Scalability, Load Balancing, Data Persistence, Data Storage, General Networking, Network Security, Configuration Management
Intermediate · Course · 1 - 3 Months