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 Glasgow
Skills you'll gain: Responsible AI, digital literacy, Education Software and Technology, Generative AI, Artificial Intelligence, Data Ethics, Emerging Technologies, Instructional Design, Case Studies, Problem Solving, Critical Thinking, Social Impact
University of Colorado Boulder
Skills you'll gain: Simulation and Simulation Software, Mathematics Education, Teaching, Digital pedagogy, Design Strategies, Chemistry, Physics, Biology
Johns Hopkins University
Skills you'll gain: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model
Macquarie University
Skills you'll gain: Incident Response, Cyber Governance, Cyber Security Strategy, Incident Management, Governance Risk Management and Compliance, Cyber Security Policies, Threat Management, Computer Security Incident Management, Crisis Management, Cyber Risk, Cyber Attacks, Cyber Threat Intelligence, Disaster Recovery, Cybersecurity, Cyber Security Assessment, Compliance Management, Governance, Cyber Operations, Risk Management, Risk Control
AI CERTs
Skills you'll gain: HR Tech, Responsible AI, Human Resources, People Analytics, Data Ethics, Applicant Tracking Systems, AI Enablement, Employee Performance Management, Recruitment, Talent Recruitment, Workforce Development, Artificial Intelligence, Employee Engagement, Diversity and Inclusion, Generative AI, Generative AI Agents
Google Cloud
Skills you'll gain: SQL, Google Cloud Platform, Big Data, Applied Machine Learning, Data Visualization Software, Dashboard, Data Transformation, Data Cleansing, Machine Learning, Data Access, Data Preprocessing, Data Processing, Analytics, Database Design, Data Analysis, Predictive Modeling, Data Integration, Exploratory Data Analysis, Data Quality, Data Manipulation
Rice University
Skills you'll gain: Physics, Applied Mathematics, Geometry, Engineering Analysis, Advanced Mathematics, Physical Science, Mathematical Modeling, Trigonometry, Calculus, Algebra, Mathematical Theory & Analysis, Problem Solving
Skills you'll gain: Generative AI, Generative Model Architectures, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Model Deployment, Model Evaluation, Microsoft Azure, PyTorch (Machine Learning Library), Deep Learning, Time Series Analysis and Forecasting, Cloud Deployment, Tensorflow, Image Analysis, Data Preprocessing, Forecasting, Prototyping
Curtis Institute of Music
Skills you'll gain: Classical Music, Instrumental Music, Music, Music Performance, Music History
The Chinese University of Hong Kong
Skills you'll gain: Operations Research, Applied Mathematics, Algorithms, Mathematical Modeling, Combinatorics, Computational Logic, Advanced Mathematics, Performance Tuning, Theoretical Computer Science, Simulations, Linear Algebra
Erasmus University Rotterdam
Skills you'll gain: Creative Thinking, Research, Research Methodologies, Scientific Methods, Critical Thinking, Innovation
Rice University
Skills you'll gain: Theoretical Computer Science, Computer Programming, Computational Thinking, Programming Principles, Debugging, Algorithms, Python Programming
In summary, here are 10 of our most popular applied machine learning courses
- Generative AI in the Classroom for Educators: University of Glasgow
- Activity Design with PhET Simulations for STEM Education: University of Colorado Boulder
- Statistical Methods for Computer Science: Johns Hopkins University
- Cyber Security: Essentials for Governance, Risk & Compliance: Macquarie University
- AI for Human Resources: AI CERTs
- From Data to Insights with Google Cloud 日本語版: Google Cloud
- Physics of Geometrical and Physical Optics: Rice University
- Core generative models and techniques: Microsoft
- Exploring Beethoven's Piano Sonatas Part 3: Curtis Institute of Music
- 离散优化算法篇 Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
