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.

National Taiwan University
Skills you'll gain: Language Competency, Vocabulary, Language Learning, Grammar, Literacy, Oral Comprehension, Culture, Storytelling, Cultural Diversity
Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Model Optimization, Tensorflow, Model Training, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning, Machine Learning Methods, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Verification And Validation, Debugging
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Interactive Data Visualization, Statistics, Descriptive Statistics, Logistic Regression, Decision Tree Learning, Advanced Analytics, Probability & Statistics, Probability Distribution, Statistical Inference, Applied Machine Learning, Data-Driven Decision-Making, Supervised Learning, Workflow Management, Statistical Methods, Statistical Modeling, Data Cleansing, Data Structures, Interviewing Skills, NumPy, Professional Development
Build toward a degree
Advanced · Professional Certificate · 3 - 6 Months

Multiple educators
Skills you'll gain: Dashboard Creation, Dashboard, Web Scraping, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Data Analysis, R (Software), Correlation Analysis, Pandas (Python Package), NumPy, Data Import/Export, Predictive Modeling, Python Programming, Machine Learning Algorithms, Data Science, Machine Learning, Project Management
Beginner · Specialization · 3 - 6 Months

Khalifa University
Skills you'll gain: Oral Comprehension, Language Learning, Language Competency, Culture, Cultural Sensitivity, Vocabulary, Oral Expression, Grammar, Literacy
Intermediate · Course · 1 - 4 Weeks

Universidad Autónoma Metropolitana
Skills you'll gain: Vocabulary, Literacy, English Language, Language Competency, Language Learning, Language Interpretation, Translation, and Studies, Multilingualism
Beginner · Course · 1 - 3 Months

Tsinghua University
Skills you'll gain: Liberal Arts, Social Studies, English Language, Economics, Psychology, Business Management, Environmental Issue, Writing, Vocabulary
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Intercultural Competence, Cultural Diversity, Cultural Sensitivity, English Language, Business Correspondence, Social Skills, Verbal Communication Skills, Business Communication, Professional Development, Business Writing, Oral Expression, Interviewing Skills, Language Learning, Oral Comprehension, Writing, Telephone Skills, Public Speaking, Language Competency, Communication, Interpersonal Communications
Intermediate · Specialization · 3 - 6 Months
Georgia Institute of Technology
Skills you'll gain: Telephone Skills, Oral Comprehension, Verbal Communication Skills, Language Competency, Vocabulary, English Language
Mixed · Course · 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Literacy, Critical Thinking, Lifelong Learning, Critical Thinking and Problem Solving, Self-Awareness, Independent Thinking, Analysis, Learning Strategies, Analytical Skills
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Presentations, English Language, Verbal Communication Skills, Communication, Non-Verbal Communication, Entrepreneurship, Business Communication, Sales, Interpersonal Communications, Sustainable Business, Project Management, Business Leadership, Communication Strategies, Productivity Software, Crisis Management, Marketing, Language Competency, Business, Vocabulary, Telecommuting
Intermediate · Specialization · 1 - 3 Months

University of Washington
Skills you'll gain: Oral Expression, Verbal Communication Skills, Persuasive Communication, Presentations, Business Writing, Peer Review, Business Communication, Communication, Public Speaking, Business Planning, Marketing, English Language, Marketing Strategy and Techniques, Vocabulary, Company, Product, and Service Knowledge
Intermediate · Course · 1 - 3 Months