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.

Rice University
Skills you'll gain: Differentiated Instruction, Diversity Awareness, Web Content Accessibility Guidelines, digital literacy, Instructional Strategies, Culture, Education Software and Technology, Special Education, Digital pedagogy, Cultural Responsiveness, Intercultural Competence, Collaborative Software, Cultural Diversity, Teaching, Instructing, Curriculum Planning, English Language, Mathematics Education, Student Engagement, Lesson Planning
Beginner · Specialization · 1 - 3 Months

Peking University
Skills you'll gain: Vocabulary, English Language, Literacy, Language Learning
Intermediate · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Discussion Facilitation, Verbal Communication Skills, Public Speaking, Communication, Communication Strategies, Social Skills, Interpersonal Communications, Planning, Collaboration, Conflict Management, Constructive Feedback, Leadership, Organizational Skills
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Grammar, Editing, Peer Review, Writing and Editing, Writing, English Language
Intermediate · Specialization · 1 - 3 Months

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

DeepLearning.AI
Skills you'll gain: Natural Language Processing, Supervised Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Markov Model, Embeddings, Dimensionality Reduction, Large Language Modeling, Machine Learning Methods, Text Mining, Statistical Machine Learning, Fine-tuning, Artificial Neural Networks, Classification Algorithms, Data Preprocessing, Deep Learning, Tensorflow, Logistic Regression, Feature Engineering, Applied Machine Learning
Intermediate · Specialization · 3 - 6 Months
Georgia Institute of Technology
Skills you'll gain: English Language, Oral Comprehension, Language Competency
Mixed · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Presentations, Verbal Communication Skills, Communication, Non-Verbal Communication, Business Communication, English Language, Interpersonal Communications, Business Leadership, Communication Strategies, Productivity Software, Crisis Management, Organizational Structure, Leadership, Grammar, Vocabulary
Mixed · Course · 1 - 4 Weeks
Rice University
Skills you'll gain: Critical Thinking, Writing, Oral Comprehension, Vocabulary, Active Listening, Literacy, Analytical Skills, Language Competency, Verbal Communication Skills, English Language, Learning Strategies, Peer Review, Language Learning, Organizational Skills, Communication
Intermediate · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Interviewing Skills, Oral Expression, Presentations, Verbal Communication Skills, Concision, Public Speaking, Persuasive Communication, Intercultural Competence, Business Research, Communication Strategies, Non-Verbal Communication, Rapport Building, Professionalism, Cultural Sensitivity, Negotiation
Mixed · Course · 1 - 3 Months

University of Houston
Skills you'll gain: Disabilities, Social Justice, Culture, Diversity Awareness, Sociology, Communication Disorders, Cultural Sensitivity, Social Sciences, Cultural Diversity, Language Learning, Special Education, Education and Training, Non-Verbal Communication, Civil Law
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Literacy, Data Mining, Data Processing, Big Data, Cloud Computing, Data Analysis, Data Science, Digital Transformation, Data-Driven Decision-Making, Data Storage, Deep Learning, Machine Learning
Beginner · Course · 1 - 4 Weeks