Explore applied machine learning for practical applications. Learn to implement models using scikit-learn, TensorFlow, and real-world datasets.

University of Pennsylvania
Skills you'll gain: English Language, Vocabulary, Writing, Business Writing, Interviewing Skills, Verbal Communication Skills, Social Skills, Professional Networking, Job Analysis, Business Communication, Communication, Recruitment
Mixed · Course · 1 - 3 Months

Skills you'll gain: Data Import/Export, Programming Principles, Web Scraping, Python Programming, Jupyter, Data Structures, Data Processing, Pandas (Python Package), Data Manipulation, JSON, Computer Programming, Restful API, NumPy, Object Oriented Programming (OOP), Scripting, Application Programming Interface (API), Automation, Data Analysis
Beginner · Course · 1 - 3 Months

Deep Teaching Solutions
Skills you'll gain: Learning Strategies, Critical Thinking and Problem Solving, Time Management, Cognitive flexibility, Productivity, Growth Mindedness, Stress Management, Planning, Self-Awareness, Persistence, Professional Development
Beginner · Course · 1 - 3 Months

Yonsei University
Skills you'll gain: Language Competency, Grammar, Writing, Vocabulary, Literacy, Culture
Beginner · Course · 1 - 3 Months

Deep Teaching Solutions
Skills you'll gain: Lifelong Learning, Learning Strategies, Willingness To Learn, Time Management, Human Learning, Productivity, Mental Concentration, Creativity, Growth Mindedness, Persistence, Curiosity, Overcoming Obstacles, Cognitive flexibility, Personal Development, Stress Management, Dealing With Ambiguity
Beginner · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Reinforcement Learning, Deep Learning, Theoretical Computer Science, Artificial Neural Networks, Artificial Intelligence, Machine Learning, Computational Logic, Supervised Learning, Computer Science, Decision Tree Learning, Unsupervised Learning, Algorithms
Intermediate · Course · 1 - 3 Months

Deep Teaching Solutions
Skills you'll gain: Productivity, Learning Strategies, Time Management, Willingness To Learn, Quick Learning, Mental Concentration, Curiosity, Problem Solving, Creativity, Overcoming Obstacles, Growth Mindedness, Persistence, Cognitive flexibility, Stress Management, Self-Awareness, Planning
Beginner · Course · 1 - 3 Months

IBM
Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Dashboard, Data Visualization Software, Data Visualization, SQL, Unsupervised Learning, Plotly, Interactive Data Visualization, Peer Review, Data Transformation, Supervised Learning, Jupyter, Data Analysis, Data Cleansing, Data Manipulation, Data Literacy, Generative AI, Professional Networking, Data Import/Export
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Peking University
Skills you'll gain: Language Learning, Language Competency, Vocabulary, Oral Comprehension, Grammar, Communication
Mixed · Course · 1 - 3 Months

Shanghai Jiao Tong University
Skills you'll gain: Language Learning, Cultural Sensitivity, Cultural Diversity, Culture, Vocabulary, Oral Comprehension, Grammar
Beginner · Course · 1 - 3 Months

Shanghai Jiao Tong University
Skills you'll gain: Oral Comprehension, Language Learning, Cultural Sensitivity, Cultural Diversity, Culture, Vocabulary, Language Competency, Grammar
Beginner · Specialization · 3 - 6 Months

Shanghai Jiao Tong University
Skills you'll gain: Vocabulary, Language Learning, Oral Comprehension, Culture
Beginner · Course · 1 - 3 Months