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
Ball State University
Skills you'll gain: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Financial Data, Artificial Intelligence, Data Visualization, Natural Language Processing, R Programming
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 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: Free TrialSkills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Vector Databases, Generative AI, Large Language Modeling, Prompt Engineering, Embeddings, Model Evaluation, Information Architecture, Text Mining
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
Status: Free TrialSkills you'll gain: Model Evaluation, Transfer Learning, Large Language Modeling, Version Control, Performance Tuning, Development Environment, Data Preprocessing, Natural Language Processing
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
Searches related to applied machine learning
In summary, here are 7 of our most popular applied machine learning courses
- Master of Science in Data Science: Ball State University
- Instructional Design MasterTrack® Certificate: University of Illinois at Urbana-Champaign
- Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
- Building RAG Systems with Open Models: Coursera
- Graduate Diploma in Computer Science: University of London
- Fine-tuning Text Models with PEFT: Coursera
- Master of Data Science: Illinois Institute of Technology
