Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

DeepLearning.AI
Skills you'll gain: Prompt Engineering, Large Language Modeling, Prompt Patterns, LLM Application, Vibe coding, Generative AI, Code Review, Generative Model Architectures, Program Development, Software Development Methodologies, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)
★ 4.6 (667) · Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Unit Testing, Model Deployment, Data Manipulation, Test Script Development, Software Testing, Data Import/Export, Applied Machine Learning, Test Automation, Data Wrangling, Python Programming, Code Reusability, Data Processing, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting
★ 4.2 (376) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Grafana, System Monitoring, Dashboard, Network Monitoring, Event Monitoring, VMware ESX Servers, Continuous Monitoring, System Configuration, Systems Administration, Incident Management, IT Management, Network Performance Management, Linux, Cloud Management, Infrastructure Security, Servers, Network Infrastructure, Cloud Applications, Operations, Design
★ 4.8 (24) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Banking Services, Bank Regulations, Mobile Banking, Banking, Risk Management Framework, FinTech, Security Controls, Customer Relationship Management, Payment Systems, Cyber Risk, Financial Services, Cyber Attacks, Cybersecurity, Regulatory Requirements, Financial Inclusion, Financial Systems, Cloud Security, Blockchain, Risk Management, Governance
★ 4.9 (19) · Beginner · Specialization · 1 - 3 Months

University of North Texas
Skills you'll gain: Writing, Grammar, Writing and Editing, Literacy, Proofreading, Editing, Vocabulary, English Language
Mixed · Course · 1 - 4 Weeks

UNSW Sydney (The University of New South Wales)
Skills you'll gain: Image Analysis, Unsupervised Learning, Geospatial Information and Technology, Applied Machine Learning, Image Quality, Machine Learning Methods, Environmental Monitoring, Spatial Analysis, Spatial Data Analysis, Computer Vision, Statistical Methods, Convolutional Neural Networks, Dimensionality Reduction, Statistical Analysis, Feature Engineering, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning, Engineering, Scientific, and Technical Instruments, Supervised Learning
★ 4.7 (186) · Intermediate · Course · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Generative AI, GitHub Copilot, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), OpenAI, Development Environment, AI literacy, Large Language Modeling, Software Development Tools, Microsoft Development Tools, Artificial Intelligence, Microsoft Visual Studio, Integrated Development Environments, Machine Learning, .NET Framework, Software Installation, Microsoft Azure
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Business Correspondence, Verbal Communication Skills, Business Communication, English Language, Business Writing, Oral Expression, Writing, Telephone Skills, Interpersonal Communications, Communication, Social Media Content, Social Media, Language Competency, Media and Communications, Language Learning, Vocabulary, Grammar
Intermediate · Course · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Retrieval-Augmented Generation, AI powered creativity, Generative AI Agents, Ideation, Verification And Validation, Generative AI, LLM Application, AI literacy, OpenAI, OpenAI API, Expense Management, AI Personalization, Responsible AI, AI Enablement, Risking, Artificial Intelligence, Expense Reports
★ 4.8 (9.5K) · Beginner · Specialization · 1 - 3 Months

Arizona State University
Skills you'll gain: Oral Expression, Oral Comprehension, Grammar, English Language, Language Learning, Vocabulary, Literacy, Video Production, Writing, Art History, Blogs, Content Creation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Fine-tuning, LLM Application, Large Language Modeling, ChatGPT, Generative AI, Generative Model Architectures, Machine Learning Methods, Embeddings, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Model Training, Deep Learning, AI literacy, Natural Language Processing, Model Optimization, AI Workflows, Convolutional Neural Networks
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, MLOps (Machine Learning Operations), Data Centers, Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, AI Workflows, Data Infrastructure, Network Infrastructure, Model Deployment, Infrastructure Architecture, Generative Model Architectures, Cloud Deployment, Artificial Intelligence, AI Orchestration, Kubernetes, Network Architecture, Model Training, AI literacy, Hardware Architecture, Machine Learning
Intermediate · Course · 1 - 3 Months