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.

Skills you'll gain: Open Web Application Security Project (OWASP), OpenShift, Linux Commands, Bash (Scripting Language), Serverless Computing, Software Development Life Cycle, Software Architecture, NoSQL, MongoDB, GitHub, Object-Relational Mapping, Git (Version Control System), Shell Script, Software Design, Containerization, Jupyter, Grafana, Flask (Web Framework), Microservices, Python Programming
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Systems Analysis, AI Workflows, Business Analysis, Systems Architecture, Solution Architecture, Business Process Automation, Stakeholder Analysis, Software Architecture, Consulting, Systems Thinking, Responsible AI, Machine Learning, Business Communication, Context Management, Project Documentation, Stakeholder Communications, Technical Consulting
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Standard Operating Procedure, ChatGPT, Customer Support, Product Support, Responsible AI, AI Workflows, Customer experience improvement, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Ethics, Customer Insights, Machine Learning, Automation, Natural Language Processing, Context Management, Ethical Standards And Conduct
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Version Control, Large Language Modeling, Git (Version Control System), Data Management, Performance Testing, Dashboard, Machine Learning, Scripting, Performance Analysis, Technical Documentation
Intermediate · Course · 1 - 4 Weeks

Shanghai Jiao Tong University
Skills you'll gain: Language Learning, Culture, English Language, Cultural Diversity, Liberal Arts, Performing Arts, Diversity Awareness, Anthropology, Intercultural Competence, Social Studies, Music, Demography
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Model Evaluation, Data Modeling, SQL, Model Deployment, Data Mining, Jupyter, Databases, Data Cleansing, Business Research, Data Preprocessing, Data Science, Relational Databases, Business Analysis, Data Analysis, IBM Cloud, Data Visualization Software, R (Software), Big Data, Python Programming
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Responsible AI, Data Ethics, Applied Machine Learning, Project Design, AI Enablement, Model Evaluation, Operational Efficiency, Cost Management, Mitigation
Intermediate · Course · 1 - 4 Weeks

University of Virginia Darden School Foundation
Skills you'll gain: Cloud Deployment, Digital Transformation, Business Strategy, Competitive Analysis, Cloud Computing Architecture, Data Wrangling, Cloud Services, Business Transformation, Cloud Infrastructure, Big Data, Generative AI, Cloud Storage, Data Analysis, Responsible AI, Cloud Computing, Statistical Analysis, Data Cleansing, Apache Hadoop, Cloud Security, Data Science
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, ChatGPT, Design Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Design Software, AI Workflows, User Interface (UI) Design, Brainstorming, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Human Centered Design, User Story, Large Language Modeling, Wireframing, Responsible AI, Ideation, Machine Learning
Beginner · Specialization · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Prompt Engineering, Amazon Bedrock, AWS SageMaker, Generative AI, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Applied Machine Learning, Scikit Learn (Machine Learning Library), Image Analysis, Real Time Data
Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Generative AI, Prompt Patterns, Generative Model Architectures, Responsible AI, OpenAI, ChatGPT, AI Product Strategy, Data Ethics, Large Language Modeling, Leadership and Management, AI Enablement, Business Leadership, Business Ethics, Hugging Face, Legal Risk, IBM Cloud, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Content Creation
Beginner · Specialization · 3 - 6 Months
Coursera
Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Java, Java Programming, Machine Learning Algorithms, Supervised Learning, Algorithms, Machine Learning, Data Structures, Software Engineering
Advanced · Course · 1 - 4 Weeks