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 Colorado System
Skills you'll gain: Marketing Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Data-Driven Decision-Making, Forecasting, Marketing Strategies, Strategic Decision-Making, Strategic Leadership, Time Series Analysis and Forecasting, Statistical Modeling, Simulation and Simulation Software, Predictive Analytics, Customer Retention, Reinforcement Learning
Amazon Web Services
Skills you'll gain: Amazon Bedrock, Responsible AI, Generative AI, AI Security, Artificial Intelligence, Large Language Modeling, Amazon Web Services, Embeddings, Retrieval-Augmented Generation, Image Analysis
Skills you'll gain: Experimentation, Business Metrics, Data Storytelling, Return On Investment, Model Evaluation, Dashboard, Performance Measurement, Business Valuation, Key Performance Indicators (KPIs), A/B Testing, Performance Analysis, Analysis, Product Management, Machine Learning, Financial Analysis, Business, Stakeholder Communications, Sample Size Determination, Power Electronics
Yale University
Skills you'll gain: Goal Setting, Decision Making
Skills you'll gain: HTML and CSS, Responsive Web Design, Web Design, Front-End Web Development, Web Content Accessibility Guidelines, Bootstrap (Front-End Framework), User Interface (UI) Design, Frontend Performance, Usability, Mobile Development, Browser Compatibility, Typography, Scalability
Skills you'll gain: Infrastructure as Code (IaC), Istio, Terraform, Kubernetes, Cloud-Native Computing, Serverless Computing, Microservices, DevOps, Amazon Web Services, API Gateway, Scalability, CI/CD, Application Deployment, Cloud Deployment, Restful API, Containerization, Amazon DynamoDB, Prometheus (Software), Cloud Applications, Redis
Skills you'll gain: Vendor Management, Hospitality, Hospitality Management, Performance Measurement, Business Relationship Management, Business Process, Business Process Management, Global Marketing, Process Optimization, Creative Problem-Solving, Key Performance Indicators (KPIs), Law, Regulation, and Compliance, Communication, Strategic Thinking, Risk Mitigation, Contract Negotiation
Universidad de los Andes
Skills you'll gain: Intercultural Competence, Language Learning, Language Competency, Multilingualism, Cultural Diversity, Diversity Awareness, Cultural Sensitivity, Culture, Social Justice, Non-Verbal Communication
Johns Hopkins University
Skills you'll gain: Package and Software Management, Code Review, Open Source Technology, GitHub, Scientific Methods, Bioinformatics, Technical Documentation, Informatics, Clinical Informatics, R (Software), Data Analysis, Programming Principles, R Programming, Version Control, Integrated Development Environments
Skills you'll gain: Portfolio Management, Investment Management, Investments, Tax Planning, Wealth Management, Income Tax, Risk Management, Financial Planning, Goal Setting, Equities, Financial Analysis, Decision Making, Planning
Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Model Evaluation, Applied Machine Learning, Machine Learning
Skills you'll gain: Microsoft Office, Public Speaking
In summary, here are 10 of our most popular applied machine learning courses
- Time, Change, and Decisions for Marketing:Â University of Colorado System
- AWS AI Practitioner Power Hour:Â Amazon Web Services
- Measure ML Impact & Business Value:Â Coursera
- Warrior-Scholar: The Veteran’s College Success Kit: Yale University
- Mastering Responsive UI Design for Modern Web Development:Â Board Infinity
- Cloud-Native – Microservices, Kubernetes & CI/CD: Packt
- Business Process Outsourcing Strategies in Hospitality:Â Starweaver
- Compreender as dimensões interculturais na vida cotidiana: Universidad de los Andes
- Introduction to Reproducibility in Cancer Informatics:Â Johns Hopkins University
- Personal Investing for Working Professionals :Â Starweaver
