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
Arizona State University
Skills you'll gain: Manufacturing Processes, Engineering Design Process, Computer-Aided Design, Design Strategies, Prototyping, Production Process, Design, 3D Modeling, Materials science
Dassault Systèmes
Skills you'll gain: SolidWorks (CAD), 3D Modeling, Computer-Aided Design, Technical Design, Assembly Drawing, Engineering Drawings, Engineering Design Process, Technical Drawing, Mechanical Design, Mechanical Engineering
University of Colorado Boulder
Skills you'll gain: Game Theory, Human Development, Behavioral Economics, Artificial Intelligence, Psychology, Simulations, Anthropology, Mathematical Modeling, Sociology
University of Colorado Boulder
Skills you'll gain: Press Releases, Public Relations, Strategic Communication, Media Relations, Marketing Communications, Communication Strategies, Social Media, Target Audience, Content Performance Analysis, Writing, Brand Strategy, Storytelling, Branding
Duke University
Skills you'll gain: Site Reliability Engineering, Docker (Software), Containerization, Kubernetes, Virtualization, Cloud Deployment, Devops Tools, Microservices, Application Deployment, Virtual Machines, Cloud Development, Database Management, Cloud-Based Integration, Scalability
Skills you'll gain: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Statistical Visualization, Graphing, Python Programming
Skills you'll gain: Convolutional Neural Networks, Tensorflow, Image Analysis, Google Cloud Platform, Model Deployment, Computer Vision, Data Preprocessing, Applied Machine Learning, Data Collection, Software Visualization
Politecnico di Milano
Skills you'll gain: Energy and Utilities, Case Studies, Property Management, Building Services Engineering, Facility Management, Real Estate, Sustainable Architecture, HVAC, Digital Assets, Building Design, Analysis, Auditing, Simulation and Simulation Software
Duke University
Skills you'll gain: Web Scraping, Extensible Markup Language (XML), Web Development Tools, HTML and CSS, Unstructured Data, Web Applications, Python Programming
The Hong Kong University of Science and Technology
Skills you'll gain: Physics, Differential Equations, Linear Algebra, Calculus, electromagnetics, Mathematical Modeling, Advanced Mathematics, Mechanics, Applied Mathematics
Tel Aviv University
Skills you'll gain: Economics, Economics, Policy, and Social Studies, Tax, Economic Development, Social Justice, Socioeconomics, Public Policies, Sustainable Development, Tax Management, Policy Analysis, Income Tax, Market Analysis
Skills you'll gain: Data Structures, Feature Engineering, MLOps (Machine Learning Operations), Java, Performance Tuning, Data Processing, Applied Machine Learning, System Monitoring, Scalability, Performance Analysis, Performance Testing, Tree Maps, Benchmarking, Graph Theory, Program Implementation
In summary, here are 10 of our most popular applied machine learning courses
- Design for Additive Manufacturing:Â Arizona State University
- SOLIDWORKS xDesign for Education: Dassault Systèmes
- Interpersonal, Developmental, and Evolutionary Perspectives of the Mind:Â University of Colorado Boulder
- The Nuts and Bolts of Public Relations:Â University of Colorado Boulder
- Virtualization, Docker, and Kubernetes for Data Engineering:Â Duke University
- Python for Data Visualization: Matplotlib & Seaborn:Â Coursera
- Identify Horses or Humans with TensorFlow and Vertex AI:Â Google Cloud
- Energy management for real estate. Methods and digital tools:Â Politecnico di Milano
- Web Scraping with Python:Â Duke University
- General Relativity I: Theoretical Foundations:Â The Hong Kong University of Science and Technology
