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
Kennesaw State University
Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Google Gemini, Anthropic Claude, LLM Application, ChatGPT, Digital pedagogy, digital literacy
Arizona State University
Skills you'll gain: Entrepreneurship, Commercialization, Design Thinking, Innovation, Presentations, Market Opportunities, Ideation, Product Development, Solution Design, Customer Insights
LearnKartS
Skills you'll gain: Project Management, Team Management, Project Management Institute (PMI) Methodology, Team Leadership, Project Implementation, Project Performance
DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, LangChain, AI Orchestration, Database Development, SQL, LLM Application, Query Languages, OpenAI API, Microsoft Azure, Tool Calling, OpenAI, Natural Language Processing
Skills you'll gain: Debugging, Java Programming, Java, Programming Principles, Computer Programming, Integrated Development Environments, Computer Science, Data Structures
University of California San Diego
Skills you'll gain: Debugging, Object Oriented Programming (OOP), Java, Teaching, Programming Principles, Computer Programming, Integrated Development Environments, Digital pedagogy
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Generative Model Architectures, Generative AI, Data Ethics, Model Evaluation, Responsible AI, Prompt Engineering, Information Privacy, Natural Language Processing
University of California, Davis
Skills you'll gain: Responsible AI, Data Ethics, Social Impact, Technology Strategies, Digital Transformation, AI Enablement, Machine Learning, Technology Solutions, Human Machine Interfaces, Artificial Intelligence, Socioeconomics, Social Justice, Innovation, Business Ethics, Change Management, Ethical Standards And Conduct, Emerging Technologies, Policy Development
Johns Hopkins University
Skills you'll gain: Program Evaluation, Health Equity, Data Collection, Institutional Review Board (IRB), Public Health, Research Design, Health Assessment, Policy Analysis, Healthcare Ethics, Surveys, Maternal Health, Statistical Analysis
Google Cloud
Skills you'll gain: Cloud API, Google Cloud Platform, Application Programming Interface (API), Natural Language Processing, Machine Learning, Application Development
Skills you'll gain: Command-Line Interface, Linux Commands, Linux, Unix Commands, File Management, Linux Administration, File Systems
Simplilearn
Skills you'll gain: Mathematical Modeling, Linear Algebra, Dimensionality Reduction, Applied Mathematics, Data Analysis, Feature Engineering, Applied Machine Learning, Analytics, Data Science, Unsupervised Learning
In summary, here are 10 of our most popular applied machine learning courses
- AI for Education (Basic):Â Kennesaw State University
- What is Technology Entrepreneurship and Innovation?:Â Arizona State University
- Models, Methods, and Artifacts:Â LearnKartS
- Building Your Own Database Agent:Â DeepLearning.AI
- Java Basics: Selection and Iteration:Â Codio
- Learn to Teach Java: Sequences, Primitive Types and Using Objects:Â University of California San Diego
- Generative AI Architecture and Application Development:Â Edureka
- Digital Strategies: Managing Sociotechnological Co-Evolution:Â University of California, Davis
- Evaluating Public Health Programs at Scale:Â Johns Hopkins University
- Google Cloud Speech API: Qwik Start:Â Google Cloud
