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: Strategic Leadership, Strategic Planning, Leadership, Business Planning, Organizational Change, Business Strategy, Planning, Strategic Decision-Making, Collaboration, Organizational Leadership, Change Management, Relationship Building, Influencing
Skills you'll gain: Eclipse (Software), Integrated Development Environments, Java Programming, Java, Object Oriented Programming (OOP), Development Environment, Software Installation, Debugging, Computer Programming
National Taiwan University
Skills you'll gain: Mental Concentration, Psychology, Self-Awareness, Artificial Intelligence, Human Learning, Personal Development, Emotional Intelligence, Goal Setting, Critical Thinking, Relationship Building, Mindfulness
Packt
Skills you'll gain: Delegation Skills, Productivity, Supervision, Team Leadership, Team Management, Leadership, Leadership Development, Overcoming Obstacles, Empowerment, Expectation Management, Constructive Feedback
Google Cloud
Skills you'll gain: Image Analysis, Google Cloud Platform, Metadata Management, Analysis, Applied Machine Learning, Computer Vision, Cloud Storage
Google Cloud
Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Neural Networks, Deep Learning, Natural Language Processing, Applied Machine Learning, Text Mining
Skills you'll gain: Infrastructure as Code (IaC), Terraform, Amazon Web Services, Amazon Elastic Compute Cloud, Cloud Infrastructure, Amazon S3, Infrastructure Security, Command-Line Interface, Development Environment, Multi-Factor Authentication
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, AI Workflows, Embeddings, Large Language Modeling, Graph Theory, Query Languages, Data Visualization Software, Development Environment
University of Colorado Boulder
Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Unified Modeling Language, JUnit, Software Testing, Software Engineering, Java, Java Programming, Computer Programming, Unit Testing, Program Development, Software Design, Test Driven Development (TDD), Conceptual Design
Whizlabs
Skills you'll gain: Microsoft Azure, Kubernetes, Containerization, Virtual Machines, Application Deployment, Cloud Computing, Cloud Applications, Cloud Infrastructure, Virtualization and Virtual Machines, Infrastructure as Code (IaC), Scalability
Skills you'll gain: PySpark, MySQL, Data Pipelines, Apache Spark, Data Processing, SQL, Data Transformation, Data Manipulation, Distributed Computing, Python Programming, Debugging
Skills you'll gain: Model Deployment, Logistic Regression, Probability & Statistics, Statistics, Model Evaluation, Classification And Regression Tree (CART)
In summary, here are 10 of our most popular applied machine learning courses
- Leadership in Action and Planning: Johns Hopkins University
- Introduction to Java and Programming Basics: Packt
- AI 時代人類的獨特性（The Uniqueness of Human Beings in The Age of AI）: National Taiwan University
- Delegation Skills: Packt
- Video Intelligence: Qwik Start: Google Cloud
- Attention Mechanism - 繁體中文: Google Cloud
- Terraform Basics - Managing Infrastructure as Code: Packt
- AI Enhancement with Knowledge Graphs - Mastering RAG Systems: Packt
- Object-Oriented Analysis and Design: Foundations & Concepts: University of Colorado Boulder
- Compute Resources in Azure: Whizlabs
