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
Johns Hopkins University
Skills you'll gain: Community Health, Community Development, Public Health, Social Determinants Of Health, Community Organizing, Health Promotion, Health Equity, Public Health and Disease Prevention, Health Disparities, Community Outreach, Health Policy, Community and Social Work, Political Sciences, Driving engagement, Cultural Diversity, Case Studies
Corporate Finance Institute
Skills you'll gain: Financial Statement Analysis, Annual Reports, Financial Statements, Financial Analysis, Financial Reporting, Financial Acumen, Accounting, Management Reporting, General Accounting, Financial Accounting, Business Reporting, Income Statement, Financial Data, Balance Sheet, Auditors Report, Risk Analysis, Business Acumen, Risk Management, Cash Flows
Skills you'll gain: LangChain, LLM Application, Large Language Modeling, Prompt Engineering, API Design, MLOps (Machine Learning Operations), Performance Tuning, Microservices, Application Deployment, Kubernetes, Scalability, Site Reliability Engineering, DevOps, CI/CD, Docker (Software), Containerization, System Monitoring, Cloud Platforms, Python Programming, Security Controls
Duke University
Skills you'll gain: Environmental Monitoring, Environmental Regulations, Environmental Laws, Data Ethics, Environmental Issue, Environmental Science, Geospatial Information and Technology, Ethical Standards And Conduct, Research, Electronic Components, Critical Thinking
The University of Sydney
Skills you'll gain: Health Technology, Patient Communication, Health Informatics, Telehealth, Clinical Informatics, Health Care, Health Systems, Patient Education and Support, Health Information Management, Health Care Procedure and Regulation, Data Quality, Health Policy, Clinical Data Management, Electronic Medical Record, Digital Communications, Data Management, Data Governance, Data Sharing, Analytics, Data Analysis
University of Geneva
Skills you'll gain: Pedagogy, Education and Training, Formal Learning, Teaching, Environmental Issue, Cultural Responsiveness, Human Learning, Cultural Diversity, Sustainable Development, Intercultural Competence, Social Justice, Culture, Student-Centred Learning, Community Development
Skills you'll gain: Ledgers (Accounting), Accounting Records, Payroll Reporting, Accounting and Finance Software, Small Business Accounting, Accounting Systems, Balancing (Ledger/Billing), Payroll Processing, Billing & Invoicing, Payroll Systems, Payroll Administration, General Accounting, Standard Accounting Practices, Workflow Management
University of California, Irvine
Skills you'll gain: Persona Development, Marketing Strategies, Digital Brand Strategy, Digital Media Strategy, Target Audience, Social Media Strategy, Social Media Marketing, Customer Analysis, Digital Marketing, Marketing Planning, Customer Acquisition Management, Customer experience improvement, Customer Engagement, Customer Retention, Social Media, Marketing, Target Market, Brand Management, E-Commerce, Experience Design
University of Colorado Boulder
Skills you'll gain: Estimation, Model Evaluation, Simulations, Applied Mathematics, Laboratory Testing, Matlab, Numerical Analysis, Failure Analysis, Electric Power Systems, Mathematical Modeling, Model Optimization, Mathematical Software, Laboratory Research, Scripting, Statistical Process Controls, Scripting Languages, Materials science, Algorithms
Skills you'll gain: Dashboard Creation, Dashboard, Kibana, System Monitoring, Automation, IT Automation, Scripting, Interactive Data Visualization, Programming Principles, Data Visualization, Python Programming, Data Visualization Software, System Programming, Data Structures, Data-oriented programming, Interactive Learning, Environment
Skills you'll gain: Program Management, Project Management Office (PMO), Project Management Life Cycle, Project Management, Stakeholder Management, Project Management Institute (PMI) Methodology, Program Implementation, Stakeholder Engagement, Organizational Strategy, Team Management, Stakeholder Analysis, Coordinating, Leadership, Job Analysis
University of Colorado System
Skills you'll gain: Cryptography, Cybersecurity, Encryption, Public Key Cryptography Standards (PKCS), Brute-force attacks
In summary, here are 10 of our most popular applied machine learning courses
- Community Change in Public Health:Â Johns Hopkins University
- Reading Financial Statements:Â Corporate Finance Institute
- Build Next-Gen LLM Apps with LangChain & LangGraph:Â Coursera
- Drones for Environmental Science:Â Duke University
- Using clinical health data for better healthcare:Â The University of Sydney
- Cultures et pédagogies: University of Geneva
- Master Cloud Accounting with Wave Apps: Analyze & Manage:Â EDUCBA
- Identifying, Attracting, and Growing Your Digital Audience:Â University of California, Irvine
- Battery State-of-Health (SOH) Estimation:Â University of Colorado Boulder
- Master Kibana Monitoring & Python Integration:Â EDUCBA
