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: Crisis Management, Business Ethics, Corporate Communications, Communication Planning, Data Ethics, Media Relations, Communication Strategies, Public Relations, Strategic Communication, Media and Communications, Stakeholder Communications, Business Communication, Ethical Standards And Conduct, Workplace inclusivity, Communication, Internal Communications, Diversity Equity and Inclusion Initiatives, Leadership and Management, Business Strategy, Marketing
University of Colorado Boulder
Skills you'll gain: Database Design, Database Management Systems, Database Development, Relational Databases, Database Theory, Database Systems, Databases, Database Management, Data Modeling, Diagram Design, Informatics, Dependency Analysis
University of California, Davis
Skills you'll gain: Prompt Engineering, Generative AI Agents, AI Workflows, Prompt Patterns, Agentic Workflows, Agentic systems, Generative AI, AI literacy, Artificial Intelligence, Responsible AI, Risking, Algorithms
American Psychological Association
Skills you'll gain: Institutional Review Board (IRB), Descriptive Statistics, Quantitative Research, Data Literacy, Scientific Methods, Graphing, Research Design, Statistical Visualization, Statistical Hypothesis Testing, Science and Research, Research Methodologies, Probability & Statistics, Research, Statistical Inference, Statistics, Statistical Analysis, Statistical Methods, Ethical Standards And Conduct, Data Analysis, Research and Design
Coursera
Skills you'll gain: AI Security, Responsible AI, Threat Modeling, Governance Risk Management and Compliance, Compliance Management, Risking, Data Ethics, Data Governance, Model Evaluation, Reinforcement Learning, Risk Management, Prompt Engineering, Governance, Regulatory Compliance, Security Testing, MLOps (Machine Learning Operations), MITRE ATT&CK Framework, Continuous Monitoring, Ethical Standards And Conduct, Vulnerability Assessments
Skills you'll gain: Public Speaking, Verbal Communication Skills, English Language, Communication, Language Competency, Language Learning
University of Colorado Boulder
Skills you'll gain: Program Evaluation, Formal Learning, Childhood Education and Development, Program Standards, Education and Training, Child Development, Empathy & Emotional Intelligence, Curriculum Planning, Training Programs, Goal Setting, Self-Awareness, Emotional Intelligence, Pedagogy, Social Skills, Human Development, Empathy
Johns Hopkins University
Skills you'll gain: Algebra, Advanced Mathematics, Applied Mathematics, Arithmetic, Deductive Reasoning, Analytical Skills, Mathematical Modeling, Geometry, Graphing
University of Manchester
Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Systems, Business Ethics, Sustainable Development, Intercultural Competence, Ethical Standards And Conduct, Team Oriented, Decision Making, Cultural Diversity, Systems Thinking, Business Transformation, Stakeholder Management
Fundação Instituto de Administração
Skills you'll gain: Sales Management, Sales Strategy, Sales Process, Sales, Business Planning, Customer Analysis, Business Strategy, Cross-Functional Collaboration, Competitive Intelligence, Customer Relationship Building, Corporate Strategy, Goal Setting
Skills you'll gain: Keras (Neural Network Library), Model Optimization, Tensorflow, Deep Learning, Performance Tuning, Model Deployment, Python Programming
Edureka
Skills you'll gain: Data Transformation, Dashboard Creation, Business Intelligence Software, Data Integration
In summary, here are 10 of our most popular applied machine learning courses
- Communicate Effectively about Ethical Challenges in Data-Driven Technologies:Â CertNexus
- Relational Database Design:Â University of Colorado Boulder
- AI Agents: From Prompts to Multi-Agent Systems:Â University of California, Davis
- Psychological Research:Â American Psychological Association
- Building Trustworthy AI:Â Coursera
- Master Voice, Accent & Pronunciation Skills:Â EDUCBA
- SEL for Students: A Path to Social Emotional Well-Being:Â University of Colorado Boulder
- Algebra: Elementary to Advanced - Polynomials and Roots:Â Johns Hopkins University
- Managing Responsibly: Practicing Sustainability, Responsibility and Ethics:Â University of Manchester
- Effective Sales – An Overview: Fundação Instituto de Administração
