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
Illinois Institute of Technology
Skills you'll gain: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Recurrent Neural Networks (RNNs), Apache Hadoop, Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication
University of Huddersfield
Skills you'll gain: Integral Calculus, Graph Theory, Matplotlib, Computational Logic, Calculus, Differential Equations, Theoretical Computer Science, Data Visualization Software, Algorithms, Python Programming, Computational Thinking, Data Analysis, Mathematical Modeling, Computer Science, Logical Reasoning, Engineering Analysis, Applied Mathematics, Data Manipulation, Statistical Analysis, Data Structures
University of Colorado Boulder
Skills you'll gain: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Prompt Engineering, Sustainability Reporting, Database Design, Unsupervised Learning
Skills you'll gain: Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Governance, Health Information Management, Regulatory Compliance, Data Architecture, Medical Records, Scalability, Health Care Procedure and Regulation, Data Security, Personally Identifiable Information, General Data Protection Regulation (GDPR), Information Privacy, Microsoft Azure, Health Technology, Interoperability, Encryption, Identity and Access Management, Role-Based Access Control (RBAC), Real Time Data
S.P. Jain Institute of Management and Research
Skills you'll gain: Mergers & Acquisitions, Search Engine Marketing, Operations Management, Working Capital, Competitive Analysis, Business Valuation, Manufacturing Operations, Design Thinking, Large Language Modeling, Business Strategy, Supply Chain Management, Digital Transformation, Consumer Behaviour, Integrated Marketing Communications, Team Management, Organizational Change, Change Management, Promotional Strategies, Financial Statement Analysis, Technical Consulting
University of Illinois at Urbana-Champaign
University of London
Skills you'll gain: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
University of North Texas
Skills you'll gain: Operations Management, Mediation, Model Evaluation, Compensation and Benefits, Organizational Change, Event Management, Grammar, Sales Process, Data Visualization, Marketing Planning, Design Thinking, Public Policies, Global Marketing, Probability & Statistics, Social Studies, Cultural Diversity, Digital Media Strategy, Organizational Leadership, Music History, Sociology
IIT Roorkee
Skills you'll gain: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Brand Management, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Business Valuation, Innovation, Succession Planning, Management Accounting, Statistical Process Controls, Product Management, Business Process Management, Supply Chain Management, Marketing Management, Revenue Management, Sampling (Statistics)
University of Colorado Boulder
Skills you'll gain: Semiconductors, Power Electronics, Display Devices, Control Systems, Computer Displays, Electronic Systems, Systems Design, Technical Design, Electronics, Electrical Engineering, USB, Electronic Components, Electrical Systems, Materials science, electromagnetics, Electronics Engineering, Electric Power Systems, Electronic Hardware, Performance Tuning, Image Quality
Status: NewSkills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Virtual Reality, Game Design
Ball State University
Skills you'll gain: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Artificial Intelligence, Analytics, Natural Language Processing, R Programming
In summary, here are 10 of our most popular applied machine learning courses
- Master of Data Science:Â Illinois Institute of Technology
- BSc Data Science:Â University of Huddersfield
- Master of Engineering in Engineering Management:Â University of Colorado Boulder
- Healthcare Data Management, Security, and Compliance:Â Microsoft
- Post Graduate Diploma in Management Online:Â S.P. Jain Institute of Management and Research
- Master of Computer Science (feat. Data Science Track):Â University of Illinois at Urbana-Champaign
- Bachelor of Science in Computer Science:Â University of London
- Bachelor of Science in General Business:Â University of North Texas
- Executive MBA:Â IIT Roorkee
- Semiconductor Photonics Graduate Certificate:Â University of Colorado Boulder
