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
Coursera
Skills you'll gain: Apache Airflow, MLOps (Machine Learning Operations), Fine-tuning, User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Model Optimization, Data Pipelines, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control
Skills you'll gain: Collaboration, Educational Materials, Instructional Design, Laboratory Experience, Constructive Feedback, Learning Strategies, Experimentation, Science and Research, Physics, Scientific Methods, Investigation
Hebrew University of Jerusalem
Skills you'll gain: Advanced Mathematics, Trigonometry, Mathematical Theory & Analysis, Geometry, Integral Calculus, Calculus, Mathematics Education, Graphing, Mathematics and Mathematical Modeling, Algebra, Applied Mathematics, Logical Reasoning, Deductive Reasoning, Derivatives
Fred Hutchinson Cancer Center
Skills you'll gain: Collaborative Software, GitHub, Technical Writing, Technical Support, Version Control, Document Management, Technical Documentation, Typography
Università Bocconi
Skills you'll gain: Sustainable Systems, Innovation, Competitive Analysis, Land Management, Sustainable Development, Food and Beverage, Corporate Sustainability, Market Dynamics, Business, Sustainable Business, Supply Chain Management, Supply Chain, Environment and Resource Management, Environmental Issue, Food Quality Assurance And Control, Climate Change Adaptation, Business Modeling, Emerging Technologies, Economics, Product Knowledge
Skills you'll gain: Threat Modeling, Feature Engineering, Anomaly Detection, Data Visualization, Data Presentation, MLOps (Machine Learning Operations), Agentic Workflows, Interactive Data Visualization, AI Orchestration, AI Security, A/B Testing, Generative AI Agents, Threat Management, Model Optimization, Open Web Application Security Project (OWASP), Technical Communication, Agentic systems, Continuous Monitoring, CI/CD, Reinforcement Learning
Johns Hopkins University
Skills you'll gain: Public Health and Disease Prevention, Community Mental Health Services, Research Methodologies, Health Policy, Public Health, Epidemiology, Mental Health, Social Determinants Of Health, Research Design, Health Disparities, Maternal Health, Mental Health Diseases and Disorders, Psychiatry, Mental and Behavioral Health, Health Equity, Mental Health Therapies, Cultural Diversity, Cultural Sensitivity
Skills you'll gain: Model Evaluation, Matplotlib, Applied Machine Learning, Data Visualization, Machine Learning Methods, Supervised Learning, Statistical Methods, Statistics, Data Literacy, Probability, Artificial Intelligence and Machine Learning (AI/ML), Statistical Analysis, Computer Programming, Mathematics and Mathematical Modeling, Data Processing
University of Glasgow
Skills you'll gain: AI literacy, Responsible AI, Data Ethics, digital literacy, Generative AI, Artificial Intelligence, Ethical Standards And Conduct, Research, Human Computer Interaction, Intellectual Property
SkillsBooster Academy
Skills you'll gain: Prompt Engineering, Marketing Strategies, Artificial Intelligence and Machine Learning (AI/ML), Strategic Marketing, Marketing Analytics, Artificial Intelligence, Generative AI, Agentic systems, Content Development and Management, Digital Marketing, Content Creation, Automation, Business Ethics, Customer experience improvement, Machine Learning, Natural Language Processing, Content Management, Creativity, Ethical Standards And Conduct, Interactive Data Visualization
University of California, Irvine
Skills you'll gain: Test Planning, Embedded Software, Embedded Systems, User Requirements Documents, Functional Specification, Functional Requirement, Systems Design, Requirements Analysis, Test Case, System Design and Implementation, Development Testing, System Testing, Prototyping, Program Development, Technical Design, Conceptual Design, Hardware Architecture, Python Programming
University of Colorado Boulder
Skills you'll gain: Statistical Modeling, R Programming, Statistical Analysis, Data Analysis, R (Software), Data Science, Data Ethics, Statistical Methods, Regression Analysis, Predictive Modeling, Machine Learning, Logistic Regression, Probability & Statistics, Model Evaluation, Probability Distribution, Linear Algebra, Calculus
In summary, here are 10 of our most popular applied machine learning courses
- LLM Optimization & Evaluation:Â Coursera
- Exploring Light: Hands-on Activities and Strategies for Teachers:Â Exploratorium
- Invitation to Mathematics ×”×–×ž× ×” למתמטיקה: Hebrew University of Jerusalem
- Write Smarter with Overleaf and LaTeX:Â Fred Hutchinson Cancer Center
- Challenges of Agribusiness Management: Università Bocconi
- Master Agentic AI: Core Principles & Real-World PC:Â Coursera
- Major Depression in the Population: A Public Health Approach:Â Johns Hopkins University
- AI Engineer Explorer Course:Â Packt
- Generative AI for Students: Ethics & Academic Integrity:Â University of Glasgow
- AI Agents 101: Tools for Marketing & Business:Â SkillsBooster Academy
