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
Duke University
Skills you'll gain: Web Scraping, MySQL, SQL, JSON, Scripting, Data Persistence, Data Manipulation, Data Structures, Database Management, Databases, Data Import/Export, Data Capture, Spatial Analysis, Python Programming, Hypertext Markup Language (HTML)
Status: Hot New ReleaseKnowledge Accelerators
Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft Teams, Productivity Software, Microsoft Power Platform, Workflow Management, Team Building, Generative AI Agents, Document Management, Generative AI, Ethical Standards And Conduct, Language Interpretation, Translation, and Studies, Microsoft Excel, Business Correspondence, Presentations, Prioritization, Business Writing, Productivity, Microsoft PowerPoint, Business Communication
Skills you'll gain: Process Mapping, Operational Efficiency, Business Operations, Operations Management, Operational Analysis, Process Management, Business Process, Business Process Improvement, Process Improvement, Customer experience improvement, Growth Strategies, Technology Strategies
University of Illinois Urbana-Champaign
Skills you'll gain: Responsible AI, Automation, Artificial Intelligence, Cloud Infrastructure, Infrastructure As A Service (IaaS)
New York University
Skills you'll gain: Case Law, Environmental Issue, Legal Proceedings, Legal Research, Social Justice, Environmental Policy, Sustainable Development, Environmental Laws, Climate Change Adaptation, Advocacy, Climate Change Mitigation
Kotter
Skills you'll gain: Organizational Change, Change Management, Business Transformation, Organizational Development, Organizational Leadership, Business Leadership, Organizational Structure, Culture Transformation, Leadership and Management, Leadership Development, Overcoming Obstacles, Case Studies, Organizational Strategy, Strategic Leadership, People Management, Industrial and Organizational Psychology, Leadership, Goal Setting, Adaptability, Lifelong Learning
University of Colorado Boulder
Skills you'll gain: Control Systems, Numerical Analysis, Simulations, Engineering Analysis, Visualization (Computer Graphics), Engineering Calculations, Torque (Physics), Applied Mathematics
University of Colorado Boulder
Skills you'll gain: Vision Transformer (ViT), Recurrent Neural Networks (RNNs), Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Convolutional Neural Networks, Embeddings, Digital Signal Processing, Transfer Learning, Linear Algebra
Illinois Tech
Skills you'll gain: Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Data Validation, Statistical Methods, R (Software), Data Mining, Statistical Programming
Skills you'll gain: Microsoft Azure, Virtual Machines, Data Storage Technologies, Cloud Storage, Infrastructure As A Service (IaaS), Cloud Computing, Disaster Recovery, Cloud Infrastructure, Cloud Services
EDHEC Business School
Skills you'll gain: Digital pedagogy, Education Software and Technology, AI Personalization, Responsible AI, Data Ethics, Emerging Technologies, New Business Development, Innovation, Digital Transformation, New Product Development, AI Enablement, Artificial Intelligence, Augmented and Virtual Reality (AR/VR), Strategic Decision-Making
Yonsei University
Skills you'll gain: Cash Flow Forecasting, Cash Flows, Business Valuation, Microsoft Excel, Forecasting, Finance, Financial Modeling, Financial Analysis, Estimation
In summary, here are 10 of our most popular applied machine learning courses
- Scripting with Python and SQL for Data Engineering:Â Duke University
- Microsoft 365 Copilot: Boost Productivity & Build Agents:Â Knowledge Accelerators
- Fundamentals of Operations, with Goldman Sachs 10,000 Women:Â Goldman Sachs
- Advanced Topics in Artificial Intelligence:Â University of Illinois Urbana-Champaign
- Climate Change and Human Rights:Â New York University
- The Science of Change:Â Kotter
- Spacecraft Dynamics Capstone: Mars Mission:Â University of Colorado Boulder
- Modern AI Models for Vision and Multimodal Understanding:Â University of Colorado Boulder
- Advanced Statistical Techniques for Data Science:Â Illinois Tech
- Implementing Microsoft Azure Backup:Â Coursera
