Applied Machine Learning Courses
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.
Popular Applied Machine Learning Courses and Certifications
Status: Free TrialUniversity of California, Irvine
Skills you'll gain: Back-End Web Development, System Programming, Debugging, Computer Programming Tools, Data Access
Status: PreviewYonsei University
Skills you'll gain: Text Mining, Data Preprocessing, Natural Language Processing, Classification Algorithms, Data Analysis, Java, Unsupervised Learning, Machine Learning Methods, Supervised Learning
Status: PreviewIIT Bombay
Skills you'll gain: Internet Of Things, Network Protocols, Wireless Networks, Emerging Technologies, Data Analysis, Communication Systems, Digital Signal Processing, Scikit Learn (Machine Learning Library), Regression Analysis, Pandas (Python Package), Unsupervised Learning
Status: PreviewThe University of Tokyo
Skills you'll gain: Syllabus Development, Interactive Learning, Student Engagement, Teaching, Lesson Planning, Education and Training, Instructional Strategies, Course Development, Lecturing, Design, Storytelling, Higher Education, Discussion Facilitation, Public Speaking, Oral Expression
Status: FreePrinceton University
Skills you'll gain: Programming Principles, Computer Programming, Object Oriented Programming (OOP), Performance Tuning, Data Structures, Java Programming, Java, Program Development, File I/O, Computational Thinking, Computer Science, Algorithms, Animations, Debugging
Status: Free TrialUniversity of Colorado System
Skills you'll gain: Cryptography, Brute-force attacks, Encryption, Information Systems Security, Cybersecurity, Theoretical Computer Science, Computational Logic
Status: Free TrialAmerican Psychological Association
Skills you'll gain: Substance Abuse, Mental Health Diseases and Disorders, Clinical Psychology, Mental and Behavioral Health, Psychiatry, Psychological Evaluations, Mental Health, Cognitive Behavioral Therapy, Patient Evaluation, Diagnostic Tests, Behavioral Health, Psychotherapy, Psychiatric Assessments, Cultural Diversity, Epidemiology, Pharmacology, Neurology, Demography, Psychology, Pharmacotherapy
Status: PreviewNanjing University
Skills you'll gain: Music, Classical Music, World Music, Social Studies, Cultural Sensitivity, Ancient History, Media and Communications, Art History, Language Learning, Cultural Diversity, Liberal Arts, Social Sciences, Electronic Media, Intercultural Competence, Performing Arts, Anthropology, Sociology, Nutrition and Diet
Status: Free TrialSkills you'll gain: Software Development Life Cycle, Object Oriented Programming (OOP), Java Programming, Java, Program Development, Software Development, Development Environment, Integrated Development Environments, Computer Programming, Software Engineering, Programming Principles
Status: PreviewUniversity of Cape Town
Skills you'll gain: Disabilities, Special Education, Cultural Responsiveness, Child Development, Teaching, Differentiated Instruction, Parent Communication, Advocacy, Non-Verbal Communication
Skills you'll gain: LinkedIn, Professional Networking, Social Media, Social Media Content, Professional Development
Status: PreviewUniversity of Toronto
Skills you'll gain: Data Structures, Test Automation, Object Oriented Programming (OOP), Unit Testing, Python Programming, Program Development, Algorithms, Test Case, Software Testing, Debugging, Computational Thinking
In summary, here are 10 of our most popular applied machine learning courses
- Getting Started with Go: University of California, Irvine
- Hands-on Text Mining and Analytics: Yonsei University
- Introduction to Internet of Things: IIT Bombay
- Interactive Teaching（インタラクティブ・ティーチング）: The University of Tokyo
- Computer Science: Programming with a Purpose: Princeton University
- Cryptography and Information Theory: University of Colorado System
- Psychology of Anxiety, Mood, Substance Use, and Addictive Behaviors: American Psychological Association
- Chinese Culture and Contemporary China : Nanjing University
- Introduction to Software Development: Amazon
- Educating Deaf Children: Becoming an Empowered Teacher: University of Cape Town
