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
Skills you'll gain: Event-Driven Programming, Debugging, Game Design, Animation and Game Design, Program Development, Algorithms, Computer Programming, Application Development, Problem Solving, Design, Computer Science
Fred Hutchinson Cancer Center
Skills you'll gain: Policy Development, Data Ethics, Responsible AI, Stakeholder Engagement, Intellectual Property, Compliance Management, Regulation and Legal Compliance, Legal Strategy, Artificial Intelligence, Governance, Generative AI, Education and Training, Data Science
Skills you'll gain: Generative AI, Responsible AI, Financial Data, Complex Problem Solving, Microsoft Copilot, ChatGPT, Data-Driven Decision-Making, Data Analysis, Financial Analysis, Business Ethics, Data Visualization Software
University of Colorado Boulder
Skills you'll gain: Statistical Hypothesis Testing, Experimentation, Research Design, Statistical Analysis, Data Ethics, Statistical Modeling, Data Science, A/B Testing, Data Analysis, Quantitative Research, Regression Analysis, Statistical Inference, Probability & Statistics, Sample Size Determination, Linear Algebra, Calculus
Skills you'll gain: Web Content Accessibility Guidelines, Video Production, Instructional Design, Disabilities, Web Content, Learning Strategies, User Centered Design, Technical Documentation, Microsoft Office, Law, Regulation, and Compliance
Rice University
Skills you'll gain: Mechanics, Physics, Vibrations, Advanced Mathematics, Differential Equations, Calculus, Trigonometry, Applied Mathematics, Problem Solving
Skills you'll gain: IBM Cloud, Cryptography, Algorithms, Python Programming, Linear Algebra, Programming Principles, Computer Science, Theoretical Computer Science, Test Case, Jupyter, Physics, Simulations, System Implementation, Software Installation, Debugging
Amazon Web Services
Skills you'll gain: AWS SageMaker, Generative AI, Data Lakes, Data Governance, Data Architecture, Data Management, SQL, Applied Machine Learning
Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Artificial Neural Networks, Deep Learning, Large Language Modeling, Tensorflow, Convolutional Neural Networks
Universidad Nacional Autónoma de México
Skills you'll gain: Bioinformatics, Algorithms, Programming Principles, Computational Thinking, Machine Learning Algorithms, Mathematical Software, Artificial Intelligence, Classification Algorithms, Program Development, Theoretical Computer Science, Computer Science, Data Structures
Universidad Nacional Autónoma de México
Skills you'll gain: Algorithms, Computational Thinking, Theoretical Computer Science, Problem Management, Data Structures, Performance Testing, Python Programming
Universidad Autónoma Metropolitana
Skills you'll gain: Geometry, Graphing, Algebra, Visualization (Computer Graphics), Applied Mathematics, Mathematical Theory & Analysis
In summary, here are 10 of our most popular applied machine learning courses
- Basic Game Development with Levels using Scratch:Â Coursera
- Developing AI Policy:Â Fred Hutchinson Cancer Center
- GenAI for Financial Data Analysis:Â Coursera
- ANOVA and Experimental Design:Â University of Colorado Boulder
- Introduction to Accessibility and Universal Design:Â Aptly
- Physics of Oscillators and Waves:Â Rice University
- Practical Quantum Computing with IBM Qiskit for Beginners:Â Packt
- SageMaker Unified Studio Foundations for Data Analytics:Â Amazon Web Services
- Programming Generative AI: Unit 1:Â Pearson
- Cómputo evolutivo: Universidad Nacional Autónoma de México
