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
Universidad Nacional de Colombia
Skills you'll gain: Electric Power Systems, Time Series Analysis and Forecasting, Data Mining, Data Science, Statistical Methods, Python Programming, Data Manipulation, Data Preprocessing, Data Visualization Software, Classification And Regression Tree (CART), Regression Analysis, Artificial Neural Networks
DeepLearning.AI
Skills you'll gain: LLM Application, Test Data, Prompt Engineering, Model Evaluation, Transfer Learning, Generative AI Agents, Performance Testing
University of Washington
Skills you'll gain: GitHub, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Version Control, Git (Version Control System), HTML and CSS, Web Design and Development, Web Development, Front-End Web Development, Web Content Accessibility Guidelines, Cloud Hosting, Debugging, Semantic Web, Web Analytics and SEO, Responsive Web Design
Skills you'll gain: Construction, Mechanical Engineering, Hydraulics, Construction Engineering, Hydrology, Civil Engineering, Structural Engineering, Mechanical Design, Construction Management, Safety Standards, Water Resource Management, Electrical Equipment, Environmental Engineering, Energy and Utilities, Structural Analysis, Water Quality, Electrical Power, Engineering Analysis, Geospatial Mapping, Electric Power Systems
LearnKartS
Skills you'll gain: Java Programming, Java, Object Oriented Programming (OOP), Mathematical Software, Performance Tuning
Skills you'll gain: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Spreadsheet Software, Data Analysis Expressions (DAX), Financial Forecasting, Financial Modeling, Financial Analysis, Business Analysis, Data-Driven Decision-Making, Data Manipulation
L&T EduTech
Skills you'll gain: Construction, Construction Engineering, Hydrology, Construction Management, Hydraulics, Water Resource Management, Civil Engineering, Energy and Utilities, Water Quality, Environmental Engineering, Electrical Power, Structural Engineering, Geospatial Mapping, Electric Power Systems, Engineering Analysis, Sustainable Technologies, Structural Analysis
University of Colorado Boulder
Skills you'll gain: Physics, Materials science, Physical Science, Mathematical Modeling, Advanced Mathematics, Calculus, Applied Mathematics
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Engineering, Thermal Management, Materials science, Physics, Engineering Calculations, Mechanics, Physical Science, Applied Mathematics
University of Colorado Boulder
Skills you'll gain: Network Analysis, Social Network Analysis, Marketing Analytics, Unstructured Data, Semantic Web, Statistical Methods, Text Mining, Data Structures, JSON, Natural Language Processing, Data Visualization Software, Python Programming
Politecnico di Milano
Skills you'll gain: Amazon Elastic Compute Cloud, Cloud Applications, Bioinformatics, Cloud Computing Architecture, Cloud Computing, Algorithms, Development Environment, Performance Tuning, Computer Architecture, Hardware Architecture, System Design and Implementation, Computer Programming
Skills you'll gain: Azure Synapse Analytics, Data Warehousing, Power BI, Data Integration, Data Architecture, Data Visualization Software, Microsoft Azure, Apache Spark, Database Management, Data Pipelines, Performance Tuning, Data Processing, Data Security, Scalability
In summary, here are 10 of our most popular applied machine learning courses
- Ciencia de datos energéticos: Universidad Nacional de Colombia
- Improving Accuracy of LLM Applications: DeepLearning.AI
- Building Web Pages with HTML & CSS: University of Washington
- Design and Construction of Hydropower Structures: L&T EduTech
- Core Java - Multithreading and Classes: LearnKartS
- Master Advanced Excel Functions to Analyze & Automate Data: EDUCBA
- Planning of Hydropower Projects: L&T EduTech
- Universal Theories: University of Colorado Boulder
- Thermodynamics and Phase Equilibria: Korea Advanced Institute of Science and Technology(KAIST)
- Network Analysis for Marketing Analytics: University of Colorado Boulder
