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
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, Data Analysis, Statistical Methods, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Web Scraping, Statistical Modeling, Linear Algebra, Python Programming, Data Preprocessing
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
University of Illinois at Urbana-Champaign
Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Education Software and Technology, Supply Chain Management, Instructional Design, Learning Management Systems, Digital pedagogy, Quality Management, Educational Materials, Lean Manufacturing, Business Technologies, Augmented and Virtual Reality (AR/VR), Project Management, Needs Assessment, Learning Strategies, Collaboration, Emerging Technologies
Clemson University
Skills you'll gain: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Database Theory, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, Human Factors
Ball State University
Skills you'll gain: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Unsupervised Learning, Statistical Methods, Data Wrangling, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing
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, Data Visualization, Web Development, Generative AI
Searches related to applied machine learning
In summary, here are 7 of our most popular applied machine learning courses
- Master of Computer Science (feat. Data Science Track):Â University of Illinois at Urbana-Champaign
- Master of Science in Data Science (Statistics):Â University of Leeds
- Semiconductor Photonics Graduate Certificate:Â University of Colorado Boulder
- Instructional Design MasterTrack® Certificate: University of Illinois at Urbana-Champaign
- Master of Science in Computer Science:Â Clemson University
- Master of Science in Computer Science:Â Ball State University
- Bachelor of Science in Computer Science:Â University of London
