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
Status: PreviewThe University of Chicago
Skills you'll gain: Education and Training, Teaching, Public History, Higher Education, Social Studies, Common Core Standards, Economics, Policy, and Social Studies, Public Policies, Policy Analysis, Program Evaluation, Political Sciences, Research, Governance, Socioeconomics
Status: Free TrialDuke University
Skills you'll gain: Web Scraping, MySQL, SQL, JSON, Scripting, Data Persistence, Data Manipulation, Data Structures, Database Management, Databases, Data Import/Export, Data Capture, Spatial Analysis, Python Programming, Hypertext Markup Language (HTML)
Status: PreviewUniversity of Michigan
Skills you'll gain: Relationship Building, Action Oriented, Self-Motivation, Growth Mindedness, Personal Development, Planning, Goal Setting, Resilience, Adaptability, Overcoming Obstacles, Science and Research, Learning Strategies
Status: PreviewSkills you'll gain: Data Storytelling, Data Mining, Data Science, Data-Driven Decision-Making, Digital Transformation, Big Data, Data Analysis, Business Analytics, Regression Analysis, Analytics, Apache Hadoop, Health Informatics, Deep Learning
Status: Free TrialUniversity of Colorado System
Skills you'll gain: Estimation, Advanced Mathematics, Mathematical Modeling, Control Systems, Matlab, Linear Algebra, Statistical Methods, Predictive Analytics, Applied Mathematics, Time Series Analysis and Forecasting, Forecasting, Probability & Statistics
Skills you'll gain: Program Development, Python Programming, Jupyter, Algorithms, Engineering Calculations, Computer Programming, Mathematical Modeling, Linear Algebra, Applied Mathematics
Status: PreviewKorea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Matplotlib, Data Visualization, Tensorflow, NumPy, Pandas (Python Package), Object Oriented Programming (OOP), Seaborn, Python Programming, Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Data Manipulation
Status: Free TrialUniversity of Pennsylvania
Skills you'll gain: Agentic systems, Artificial Intelligence, Algorithms, Python Programming, Theoretical Computer Science, Liberal Arts
Status: Free TrialSkills you'll gain: Hugging Face, Model Evaluation, LLM Application, Large Language Modeling, Model Deployment, Computer Programming, Generative Model Architectures
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Data Ethics, Statistical Analysis, Quantitative Research, Statistical Inference, Statistics, Sample Size Determination, Sampling (Statistics)
Status: Free TrialUniversidad Nacional Autónoma de México
Skills you'll gain: Exploratory Data Analysis, Pandas (Python Package), Extract, Transform, Load, Data Analysis, NumPy, Time Series Analysis and Forecasting, Data Visualization Software, Data Science, Python Programming, Jupyter, Package and Software Management, Graphing, Matplotlib, Data Import/Export, Data Manipulation, Software Installation, Scripting, Linux, Programming Principles, Cross Platform Development
Status: PreviewUniversity of Michigan
Skills you'll gain: Failure Analysis, Engineering Practices, Biomedical Engineering, Ethical Standards And Conduct, Social Impact, Engineering, Case Studies, Civil Engineering, Software Engineering, Safety Assurance
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In summary, here are 10 of our most popular applied machine learning courses
- Critical Issues in Urban Education: The University of Chicago
- Scripting with Python and SQL for Data Engineering: Duke University
- علم النجاح: ما يجب أن تعرفه من الباحثين : University of Michigan
- 데이터 과학이란 무엇인가?: IBM
- Linear Kalman Filter Deep Dive (and Target Tracking): University of Colorado System
- Aprendiendo Python con textos, números y ecuaciones: Coursera
- Practical Python for AI Coding 2: Korea Advanced Institute of Science and Technology(KAIST)
- Artificial Intelligence Essentials: University of Pennsylvania
- Selecting the Right LLM with Hugging Face: Coursera
- Statistical Inference and Hypothesis Testing in Data Science Applications: University of Colorado Boulder
