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 Boulder
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Software Documentation, Software Engineering, Technical Documentation, Maintainability, Programming Principles, Software Design, Python Programming
Board Infinity
Skills you'll gain: Model View Controller, Spring Framework, Java, Security Assertion Markup Language (SAML), Web Applications, Software Design Patterns, Transaction Processing, Data Validation, Verification And Validation
Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, Hugging Face, MLOps (Machine Learning Operations), OpenAI, Prompt Engineering, Model Deployment, AWS SageMaker, Extract, Transform, Load, Embeddings, Data Pipelines, CI/CD, Vector Databases, Model Evaluation
Skills you'll gain: Photography, Photo Editing, Adobe Creative Cloud, Image Quality, Editing
Northeastern University
Skills you'll gain: Data Storytelling, Data Literacy, Statistical Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Preprocessing, Data Mining, Exploratory Data Analysis, Data Cleansing, Graphing, Big Data, Programming Principles, Python Programming, NumPy
Skills you'll gain: React.js, UI Components, JavaScript Frameworks, Web Development Tools, Maintainability, Javascript, Programming Principles
Skills you'll gain: Programmable Logic Controllers, Animations, Human Machine Interfaces, Control Systems, Visualization (Computer Graphics), Control Panels, Test Tools, Interactive Design, Electrical Wiring, Automation Engineering, Simulations, User Interface (UI) Design, User Feedback, System Configuration
Skills you'll gain: Docker (Software), CI/CD, Model Deployment, Cloud Deployment, Cloud Development, Application Performance Management, Google App Engine
Fred Hutchinson Cancer Center
Skills you'll gain: Responsible AI, ChatGPT, Data Ethics, Generative AI, Social Justice, Artificial Intelligence, Ethical Standards And Conduct, Model Evaluation, Social Impact, Informed Consent, Verification And Validation, Case Studies, Mitigation, Data Science
Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Unix Shell, Scripting, Linux, Unix Commands, Command-Line Interface, User Interface (UI), IT Automation, Interactive Design, File I/O, Programming Principles, Debugging, File Management
University of Michigan
Skills you'll gain: Animation and Game Design, Visualization (Computer Graphics), Generative AI, Simulations, Computer Graphics, Python Programming, Creative Design, Object Oriented Programming (OOP), Algorithms, Data Structures
AI Business School
Skills you'll gain: Agentic Workflows, AI Workflows, AI Enablement, Innovation, Risk Analysis
In summary, here are 10 of our most popular applied machine learning courses
- BiteSize Python: Object Oriented Programming:Â University of Colorado Boulder
- Hands-On Spring MVC: Best Practices for Java Developers:Â Board Infinity
- LLM Engineer’s Handbook: Packt
- Mastering Natural Light in Portrait Photography:Â Skillshare
- Data Visualization with Python & R for Engineers:Â Northeastern University
- Build Reusable React Components:Â Scrimba
- HMI Design and Intermediate PLC Programming:Â Packt
- Data Science Model Deployments and Cloud Computing on GCP:Â Packt
- Avoiding AI Harm:Â Fred Hutchinson Cancer Center
- Linux Bash Scripting: Automate, Control & Design:Â EDUCBA
