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
University of Colorado Boulder
Skills you'll gain: Problem Solving, Computational Thinking, Probability, Mathematical Modeling, Behavioral Economics, Algorithms, Analytical Skills, Theoretical Computer Science
Skills you'll gain: Learning Strategies, Test Planning, Goal Setting, Productivity, Professional Development, Planning
Skills you'll gain: Data Governance, Governance, Data Management, Compliance Management, Data Architecture, General Data Protection Regulation (GDPR), Data Strategy, Regulatory Compliance, Data Security, Cloud Security, Metadata Management, Information Management, Regulatory Requirements, Data Integrity, Data Quality, Data Access, Cloud Computing, Risk Management
Skills you'll gain: AI Enablement, Organizational Change, Generative AI Agents, Business Transformation, Stakeholder Communications, Organizational Development, Business Communication, Communication, Internal Communications, Employee Training, Workforce Development, Stakeholder Engagement, Employee Engagement, Change Management
The Hong Kong University of Science and Technology
Skills you'll gain: Social Sciences, Economics, Policy, and Social Studies, Socioeconomics, World History, Sociology, Trend Analysis, Data Analysis, Big Data, Research, Higher Education, Political Sciences, Case Studies
Universidad Nacional Autónoma de México
Skills you'll gain: Exploratory Data Analysis, Matplotlib, Pandas (Python Package), NumPy, Extract, Transform, Load, Time Series Analysis and Forecasting, Data Analysis, Package and Software Management, Data Science, Python Programming, Jupyter, Data Visualization Software, Statistical Analysis, Graphing, Data Import/Export, Data Manipulation, Data Structures, Ubuntu, Computational Thinking, Mac OS
University of California San Diego
Skills you'll gain: Internet Of Things, Embedded Software, Embedded Systems, Digital Signal Processing, Peripheral Devices, Wireless Networks, Communication Systems, Prototyping
University of Michigan
Skills you'll gain: Teaching, Systems Thinking, Diversity Awareness, Adaptability, Instructional Design, Digital pedagogy, Constructive Feedback, Higher Education, Innovation, Collaboration
Johns Hopkins University
Skills you'll gain: Calculus, Mathematical Software, Data Analysis, Mathematical Theory & Analysis, Derivatives, Graphing, Algebra
University of California, Davis
Skills you'll gain: Large Language Modeling, Generative AI, Writing, Data Ethics, Responsible AI, Artificial Intelligence, Technical Writing, Model Evaluation, Machine Learning, Information Privacy
University of London
Skills you'll gain: Business Ethics, Global Marketing, Social Sciences, International Relations, Business, Political Sciences, Corporate Sustainability, Intercultural Competence, Business Strategy, Cultural Diversity, Business Risk Management, Economics
University of Colorado Boulder
Skills you'll gain: Data Ethics, Data Visualization Software, Interactive Data Visualization, Visualization (Computer Graphics), Data Security, Data Presentation, User Centered Design, User Experience Design, Technical Communication, Cybersecurity, Healthcare Ethics, Usability, Statistical Reporting, Human Centered Design, Authentications, Data Storytelling, Ethical Standards And Conduct, Information Privacy, Responsible AI, Analysis
In summary, here are 10 of our most popular applied machine learning courses
- Methods for Solving Problems:Â University of Colorado Boulder
- Preparing for Your CertNexus Certification Exam:Â CertNexus
- Fundamentals of Data Governance:Â Edureka
- Empowering and Transforming Your Organization with GenAI:Â Coursera
- Understanding China, 1700-2000: A Data Analytic Approach, Part 1:Â The Hong Kong University of Science and Technology
- Python: de cero a analista de datos: Universidad Nacional Autónoma de México
- Internet of Things: Sensing and Actuation From Devices:Â University of California San Diego
- Resilient Teaching Through Times of Crisis and Change:Â University of Michigan
- Calculus through Data & Modeling: Limits & Derivatives:Â Johns Hopkins University
- Writing with Generative AI:Â University of California, Davis
