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.

Universitat Autònoma de Barcelona
Skills you'll gain: Oral Comprehension, Multilingualism, Teaching, Intercultural Competence, Language Learning, Instructional Strategies, Pedagogy, Literacy, Diversity Training, Social Sciences, Student-Centred Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Open Web Application Security Project (OWASP), Threat Modeling, Network Security, Threat Management, Vulnerability Management, Intrusion Detection and Prevention, Hardening, Computer Security Incident Management, Security Management, Cyber Threat Intelligence, Cyber Attacks, Incident Response, Cybersecurity, Network Protocols, Bash (Scripting Language), Debugging, Linux, Interviewing Skills, Python Programming, SQL
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Dashboard, Web Scraping, SQL, Descriptive Statistics, Data Visualization, Pandas (Python Package), Data Presentation, Statistical Analysis, Jupyter, Data Analysis, Statistical Hypothesis Testing, Statistics, Statistical Methods, Databases, Data Science, Relational Databases, Programming Principles, IBM Cloud, Python Programming, Data Visualization Software
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Google Cloud Platform, Data Manipulation, Scalability, Applied Machine Learning, Debugging, Model Evaluation, Python Programming, Software Visualization, Data Preprocessing, Machine Learning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Large Language Modeling, LLM Application, Responsible AI, Vibe coding, Generative AI, ChatGPT, Agentic systems, Data Ethics, Software Development, DevSecOps, Natural Language Processing, AI Security, CI/CD, Retrieval-Augmented Generation, Software Engineering, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Context Management
Intermediate · Specialization · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: AI Personalization, Fraud detection, Data Management, Responsible AI, Big Data, Data Ethics, Generative Adversarial Networks (GANs), AI Enablement, AI Product Strategy, Machine Learning Algorithms, Data Governance, Business Strategies, Data Security, Governance, Human Resources, Analytics, Deep Learning, Credit Risk, Machine Learning, Data-Driven Decision-Making
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: NoSQL, Apache Kafka, Database Design, Linux Commands, Data Warehousing, Bash (Scripting Language), Apache Hadoop, Apache Spark, MongoDB, Database Administration, Data Pipelines, SQL, IBM Cognos Analytics, Extract, Transform, Load, Jupyter, Generative AI, Professional Networking, Python Programming, Data Analysis, Data Science
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

University of California, Irvine
Skills you'll gain: English Language, Business Communication, Project Management, Corporate Sustainability, Business Writing, Verbal Communication Skills, Entrepreneurship, Sales, Business Reporting
Mixed · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Applied Machine Learning, Random Forest Algorithm, Forecasting, Model Evaluation, Data Preprocessing, Logistic Regression, Machine Learning, Statistical Analysis, Probability & Statistics, Data Analysis, Deep Learning
Intermediate · Course · 1 - 4 Weeks

Shanghai Jiao Tong University
Skills you'll gain: Medical Terminology, Healthcare Ethics, Literacy, Language Learning, Language Competency, Vocabulary
Beginner · Course · 3 - 6 Months

Skills you'll gain: Stress Management, English Language, Goal Setting, Professional Development, Nutrition and Diet, Personal Development, Productivity, Grammar, Self-Awareness, Communication, Relationship Building, Health And Wellness Coaching
Mixed · Course · 1 - 3 Months

Duke University
Skills you'll gain: Deep Learning, MLOps (Machine Learning Operations), Responsible AI, Model Evaluation, Data Ethics, Data Management, Project Management Life Cycle, Unsupervised Learning, Human Computer Interaction, User Experience Design, Classification And Regression Tree (CART), Data Quality, Model Deployment, Data Preprocessing, Human Centered Design, Machine Learning, Project Management, Product Management, Product Design, Data Science
Beginner · Specialization · 3 - 6 Months