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
The State University of New York
Skills you'll gain: Benchmarking, Peer Review, Professional Development, Planning, Performance Measurement, Organizational Skills, Personal Development, Dashboard, Microsoft Excel, Competitive Analysis, Goal Setting, Writing
Skills you'll gain: Debugging, Integrated Development Environments, Web Applications, Development Environment, Application Development, Django (Web Framework), Web Development Tools, Software Testing, Web Development, Program Development, Model View Controller, Software Development Methodologies, Microsoft Visual Studio, Scripting, Software Installation, Python Programming
Rice University
Skills you'll gain: Physics, Mechanics, electromagnetics, Vibrations, Materials science, Applied Mathematics, Physical Science, Mathematical Modeling, Advanced Mathematics, Calculus, Differential Equations, Trigonometry, Linear Algebra, Integral Calculus, Problem Solving
Skills you'll gain: PHP (Scripting Language), File I/O, Web Applications, Usability, Information Architecture, Responsive Web Design, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Front-End Web Development, MySQL, Web Design and Development, User Experience Design, Browser Compatibility, User Interface (UI), User Interface and User Experience (UI/UX) Design, HTML and CSS, Data Import/Export, Verification And Validation, User Interface (UI) Design, Server Side
University of California, Irvine
Skills you'll gain: Social Media Analytics, Predictive Modeling, Natural Language Processing, Predictive Analytics, Social Media, Text Mining, Cloud Computing, Unstructured Data, Analytics, Business Analytics, Data Science, Data Analysis, Trend Analysis, Geospatial Information and Technology, Machine Learning Methods, Business Intelligence, Unsupervised Learning, Internet Of Things, Deep Learning
University of Pittsburgh
Skills you'll gain: Statistical Analysis, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Probability, Mathematical Modeling, Machine Learning, Algorithms
Skills you'll gain: Kotlin, Android Studio, Android Development, Unit Testing, Object Oriented Programming (OOP), Test Driven Development (TDD), Development Testing, Software Testing, Mobile Development, Application Development, Functional Design, Programming Principles
University of California, Irvine
Skills you'll gain: Smart Goals, Goal Setting, Interviewing Skills, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Negotiation, Professional Development, Data Science, Artificial Intelligence, Machine Learning, Compensation and Benefits, Data Analysis, Web Presence, Recruitment, Data Literacy, Events and Conferences, Data Architecture, AI literacy, Relationship Building, Job Analysis
Skills you'll gain: Other Programming Languages, Program Development, C and C++, C++ (Programming Language), Application Development, Computer Programming, Development Environment, Programming Principles, Software Development, Computer Science
University of California San Diego
Skills you'll gain: Data Presentation, Data Processing, Big Data, Apache Spark, Splunk, Data Analysis, Unstructured Data, Analytics, Data Wrangling, Data Infrastructure, Social Network Analysis, Network Analysis, Classification Algorithms
Siemens
Skills you'll gain: Computer-Aided Design, Drafting and Engineering Design, Design Software, Data Import/Export, Engineering Drawings, Assembly Drawing, Mechanical Drawings, Technical Drawing, 3D Modeling, 3D Assets
Pontificia Universidad Católica de Chile
Skills you'll gain: Language Learning, Spanish Language, Language Competency, Oral Expression, Oral Comprehension, Vocabulary, Grammar
In summary, here are 10 of our most popular applied machine learning courses
- How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course):Â The State University of New York
- Python Scripting Case Study - To-do List Application:Â EDUCBA
- Physics of Waves and Optics:Â Rice University
- XHTML Full Stack Development with PHP Projects:Â EDUCBA
- Natural Language Processing and Capstone Assignment:Â University of California, Irvine
- Statistics and Calculus Methods for Data Analysis:Â University of Pittsburgh
- Advanced Programming in Kotlin:Â Meta
- Interviewing for DS/AI Roles:Â University of California, Irvine
- Introduction to C++ Programming: Build a Calculator:Â Coursera
- Big Data - Capstone Project:Â University of California San Diego
