Les cours en apprentissage automatique peuvent vous aider à comprendre comment construire, entraîner et analyser des modèles prédictifs. Vous pouvez développer des compétences en préparation des données, choix d'algorithmes, optimisation et évaluation. De nombreux cours utilisent des bibliothèques courantes pour tester des modèles.

University of Miami
Skills you'll gain: Manufacturing Processes, Materials science, Engineering, Biomedical Engineering, Automation, Manufacturing Operations, Biological Engineering, Manufacturing and Production, AI Integrations, Emerging Technologies, Biomedical Technology, Prototyping, Artificial Intelligence, Production Process, Biotechnology, Machine Learning
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Splunk, Dashboard, Dashboard Creation, Plot (Graphics), Business Intelligence, Scatter Plots, Data Visualization Software, Data-Driven Decision-Making, Interactive Data Visualization, Data Visualization, Software Installation, Business Intelligence Software, Software Visualization, Graphing, Data Presentation, Real Time Data, Case Studies, Trend Analysis, Event Monitoring, Query Languages
Mixed · Course · 1 - 3 Months

Skills you'll gain: Exploratory Data Analysis, Scatter Plots, Data Analysis, Correlation Analysis, Box Plots, Descriptive Statistics, Pandas (Python Package), Data Visualization, Plot (Graphics), Analysis, Histogram, Statistical Analysis, Python Programming, Software Installation
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: TCP/IP, OSI Models, General Networking, Networking Hardware, Computing Platforms, IT Automation, Network Administration, Network Model, Computer Networking, Network Engineering, Network Infrastructure, Scripting, Network Protocols, Restful API, Application Programming Interface (API)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: NumPy, Pandas (Python Package), Analytics, Plot (Graphics), Model Evaluation, Statistical Visualization, Jupyter, Data Analysis, Applied Machine Learning, Analytical Skills, Numerical Analysis, Model Training, Data Manipulation, Exploratory Data Analysis, Advanced Analytics, Data Wrangling, Python Programming, Descriptive Statistics, Linear Algebra, Data Import/Export
Beginner · Course · 1 - 3 Months

Skills you'll gain: Sprint Retrospectives, Backlogs, Agile Software Development, Agile Methodology, Process Improvement, Continuous Improvement Process, Team Oriented, Meeting Facilitation, Prioritization, Cross-Functional Collaboration
Beginner · Course · 1 - 3 Months

Skills you'll gain: ChatGPT, OpenAI API, Model Deployment, LLM Application, OpenAI, Tool Calling, Large Language Modeling, AI Integrations, Application Deployment, Application Programming Interface (API), No-Code Development, Python Programming, Software Installation, Development Environment, Package and Software Management, Data Science
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Financial Statement Analysis, Financial Statements, Budget Management, Budgeting, Banking Services, Banking, Financial Forecasting, Financial Management, Financial Analysis, Business Modeling, Operating Budget, Corporate Finance, Commercial Lending, Revenue Management, Forecasting, Financial Services, Income Statement, Balance Sheet, Wealth Management, Financial Regulation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Amazon Bedrock, Responsible AI, Large Language Modeling, LLM Application, Generative AI, Generative Model Architectures, AI Security, Amazon Web Services, Retrieval-Augmented Generation, AI literacy, Model Deployment, Cloud Security, Security Controls, Fine-tuning, Information Privacy, Model Evaluation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: PostgreSQL, Data Maintenance, Database Administration, Database Architecture and Administration, SQL, Disaster Recovery, Database Management, Secure Coding, Relational Databases, Database Management Systems, Query Languages, Security Controls, Data Access, Data Security, Role-Based Access Control (RBAC), Threat Management, Threat Detection
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Stakeholder Management, Cost Management, Stakeholder Engagement, Project Scoping, Work Breakdown Structure, Cost Estimation, Project Closure, Earned Value Management, Stakeholder Communications, Change Control, Project Controls, Cost Control, Scope Management, Project Risk Management, Project Schedules, Project Performance, Stakeholder Analysis, Budget Management, Project Management, Project Finance
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Cryptography, Encryption, Key Management, Python Programming, Scripting, User Interface (UI), UI Components, Application Development
Mixed · Course · 1 - 4 Weeks