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: Fraud detection, Generative AI, Responsible AI, Regulatory Requirements, Compliance Management, Governance, Risk Management, Data Ethics, Anomaly Detection, Artificial Intelligence, AI Enablement, Model Evaluation, Forecasting
University of Minnesota
Skills you'll gain: Health Systems, Healthcare Industry Knowledge, Leadership Development, Health Care Administration, Managed Care, Hospital Experience, Organizational Structure, Health Care, Value-Based Care, Primary Care, Payment Systems, Medicare, Health Policy, Health Equity, Performance Measurement, Community Health, Cost Reduction
Skills you'll gain: Reconciliation, Accounting Records, Bookkeeping, Financial Reporting, Accounting, Financial Acumen, Compliance Management, Regulatory Compliance, Verbal Communication Skills, Internal Controls, Automation
Universidad de los Andes
Skills you'll gain: Control Systems, Mathematical Modeling, Matlab, Systems Analysis, Simulations, Systems Design, Differential Equations, Applied Mathematics, Linear Algebra
The University of Sydney
Skills you'll gain: Intercultural Competence, Cultural Sensitivity, Social Justice, Cultural Diversity, Diversity Awareness, Social Studies, Community Development, Public History, Anthropology, Land Management
Skills you'll gain: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Computational Thinking, Machine Learning Algorithms, Pandas (Python Package), Data Preprocessing, Data Analysis, Exploratory Data Analysis, Programming Principles, Data Manipulation
Skills you'll gain: AI Orchestration, AI Workflows, Agentic Workflows, Agentic systems, Generative AI Agents, LLM Application, Application Design, Tool Calling, Large Language Modeling, Context Management, Software Design Patterns
The Chinese University of Hong Kong
Skills you'll gain: Operations Research, Computational Logic, Combinatorics, Algorithms, Applied Mathematics, Mathematical Modeling, Mathematical Software, Computational Thinking, Programming Principles, Theoretical Computer Science, Performance Tuning, Linear Algebra
Skills you'll gain: LangChain, LLM Application, Prompt Engineering, API Design, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, Microservices, Application Deployment, Kubernetes, Scalability, Site Reliability Engineering, DevOps, CI/CD, Docker (Software), Python Programming, Containerization, System Monitoring, Cloud Platforms, Security Controls
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Differential Equations, Applied Mathematics, Advanced Mathematics, Calculus, Linear Algebra, Engineering Analysis, Mathematical Theory & Analysis
University of Colorado System
Skills you'll gain: Public Key Infrastructure, Public Key Cryptography Standards (PKCS), Key Management, Cryptography, Encryption, Authentications, Algorithms
Berklee
Skills you'll gain: Musical Composition, Music Theory, Music Performance, Music, Instrumental Music, Media Production, Writing, Creativity
In summary, here are 10 of our most popular applied machine learning courses
- GenAI for Fraud Detection and Compliance:Â Coursera
- Healthcare Delivery Providers:Â University of Minnesota
- Precision Bookkeeping: Records, Reconciliation, Reporting:Â Coursera
- Introducción al análisis de sistemas de control con MATLAB: Universidad de los Andes
- Cultural Competence - Aboriginal Sydney:Â The University of Sydney
- Data Science Fundamentals Part 1: Unit 1:Â Pearson
- Agentic AI with LangGraph, CrewAI, AutoGen and BeeAI:Â IBM
- Solving Algorithms for Discrete Optimization:Â The Chinese University of Hong Kong
- Build Next-Gen LLM Apps with LangChain & LangGraph:Â Coursera
- Differential Equations Part II Series Solutions:Â Korea Advanced Institute of Science and Technology(KAIST)
