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 California San Diego
Skills you'll gain: Predictive Modeling, Data Manipulation, Predictive Analytics, Big Data, Data Mining, Data Analysis, Data Science, Data-Driven Decision-Making, Unsupervised Learning, Analytics, Data Analysis Software, Model Evaluation, No-Code Development, Software Installation
Skills you'll gain: Responsible AI, Data Ethics, AI Security, Governance Risk Management and Compliance, Compliance Management, Generative AI, Security Strategy, Governance, Compliance Auditing, Data Quality, Regulatory Compliance, Data Governance, Internal Auditing, Cloud Security, Risk Management, Risk Analysis, Threat Modeling, Policy Development, Cybersecurity, Stakeholder Management
Skills you'll gain: Responsible AI, Containerization, Prompt Engineering, AI Orchestration, Scalability, Docker (Software), Application Deployment, Agentic Workflows, AI Workflows, Generative AI Agents, Retrieval-Augmented Generation, Prompt Patterns, Microsoft Azure, LangChain, Artificial Intelligence, Microservices, Natural Language Processing, Serverless Computing, Reinforcement Learning, Distributed Computing
Universidad Nacional Autónoma de México
Universitat de Barcelona
Skills you'll gain: Digital pedagogy, Teaching, Education and Training, Pedagogy, Student Engagement, Interactive Learning, Instructional Strategies, Collaboration, Case Studies, Student-Centred Learning, Innovation, Higher Education, Driving engagement, Problem Solving, Game Design, Critical Thinking and Problem Solving
Georgia Institute of Technology
Skills you'll gain: Structural Analysis, Structural Engineering, Engineering Design Process, Failure Analysis, Engineering Analysis, Mechanical Design, Engineering Calculations, Mechanical Engineering, Mechanics, Mathematical Modeling, Integral Calculus, Calculus, Differential Equations, Applied Mathematics
Sage Publications
Skills you'll gain: Performance Appraisal, Performance Management, Diversity and Inclusion, Staff Management, Stakeholder Engagement, Diversity Equity and Inclusion Initiatives, Resource Allocation, Leadership Studies, Leadership Development, Resource Management, Organizational Leadership, Leadership, Management Training And Development, Leadership and Management, Employee Performance Management, Workplace inclusivity, Professional Development, Educational Materials, Instructional Strategies, Business Ethics
Skills you'll gain: Dashboard, Dashboard Creation, MicroStrategy, Data Presentation, Interactive Data Visualization, Data Storytelling, Analytics, Business Intelligence, Data Visualization, Data Integration, Business Analytics, Data Modeling, Data Analysis, Statistical Visualization, Business Intelligence Software, Analysis, Data Wrangling, Data-Driven Decision-Making, Heat Maps, Data Management
Sage Publications
Skills you'll gain: Performance Appraisal, Performance Management, Talent Management, Business Ethics, HR Tech, Talent Acquisition, Governance, Culture Transformation, Talent Recruitment, Employee Engagement, Crisis Management, Banking, Knowledge Transfer, Digital Transformation, Banking Services, Commercial Banking, Leadership Development, Leadership and Management, Leadership, Team Leadership
SkillUp
Skills you'll gain: Decision Intelligence, Model Training, Machine Learning Algorithms, Forecasting, Classification Algorithms, Dimensionality Reduction, Embeddings
Skills you'll gain: Data Validation, Data Modeling
University of Michigan
Skills you'll gain: JSON, Data Processing, Data Wrangling, Restful API, Data Manipulation, Data Access, Application Programming Interface (API), Python Programming, Data Import/Export, Data Transformation, Data Structures, File I/O, Data Collection
In summary, here are 10 of our most popular applied machine learning courses
- Code Free Data Science:Â University of California San Diego
- Microsoft Enterprise AI Governance, Ethics & Security: Microsoft
- Microsoft AI Agents: From Foundations to Applications:Â Microsoft
- Diseño Universal con IA para la docencia inclusiva: Universidad Nacional Autónoma de México
- Claves para la innovación en la docencia universitaria: Universitat de Barcelona
- Mechanics of Materials IV: Deflections, Buckling, Combined Loading & Failure Theories:Â Georgia Institute of Technology
- Managing People and Resources in Education:Â Sage Publications
- MicroStrategy Dashboard Design: From Data to Decision:Â Packt
- Transformational Leadership in Banking:Â Sage Publications
- Data Science for Healthcare:Â SkillUp
