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 Illinois at Urbana-Champaign
Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Management, Instructional Design, Learning Management Systems, Education Software and Technology, Quality Management, Educational Materials, Digital pedagogy, Lean Manufacturing, Business Technologies, Augmented and Virtual Reality (AR/VR), Technology Strategies, Project Management, Needs Assessment, Learning Strategies, Collaboration
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, Data Transformation, Combinatorics, Database Design, Web Development, Generative AI
Northeastern University
Skills you'll gain: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing
University of Colorado Boulder
Skills you'll gain: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Engineering Management, Financial Analysis, Milestones (Project Management), Financial Statement Analysis, Cost Estimation, Personal Development, Environmental Social And Corporate Governance (ESG), Team Leadership, Stakeholder Management, Resilience, Agile Project Management, Capital Budgeting, Self-Awareness, Project Risk Management, Financial Modeling
University of London
Skills you'll gain: Process Design, Global Marketing, Consumer Behaviour, Statistical Analysis, Organizational Change, Process Mapping, Statistical Methods, Integrated Marketing Communications, Advertising, Innovation, Mergers & Acquisitions, Training and Development, Virtual Teams, Databases, Cost Accounting, International Finance, Research, Team Management, Economic Development, Cultural Diversity
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, Data Transformation, Combinatorics, Database Design, Web Development, Generative AI
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
S.P. Jain Institute of Management and Research
Skills you'll gain: Mergers & Acquisitions, Search Engine Marketing, Working Capital, Operations Management, Business Valuation, Design Thinking, Business Strategy, Supply Chain Management, Production Planning, Large Language Modeling, Consumer Behaviour, Performance Analysis, Financial Reporting, Marketing Planning, Team Management, Organizational Change, Change Management, Promotional Strategies, Technical Consulting, Business Ethics
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Multiple educators
University of Leeds
Skills you'll gain: Data Ethics, Statistical Hypothesis Testing, Data Presentation, Statistical Machine Learning, Regression Analysis, R (Software), Data Storytelling, Social Network Analysis, Exploratory Data Analysis, Bayesian Statistics, Dimensionality Reduction, Data Analysis, Statistical Methods, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Supervised Learning, Web Scraping, Statistical Modeling, Data Preprocessing
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, Apache Hadoop, Recurrent Neural Networks (RNNs), Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication
In summary, here are 10 of our most popular applied machine learning courses
- Instructional Design MasterTrack® Certificate: University of Illinois at Urbana-Champaign
- Bachelor of Science in Computer Science: University of London
- Master of Science in Data Analytics Engineering: Northeastern University
- Engineering Management Graduate Certificate: University of Colorado Boulder
- Bachelor of Science in Business Administration: University of London
- Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
- Graduate Diploma in Computer Science: University of London
- Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
- Post Graduate Diploma in Management Online: S.P. Jain Institute of Management and Research
- Managing AI Projects That Ship and Scale:
