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
University of London
Skills you'll gain: Pseudocode, File I/O, C++ (Programming Language), Integrated Development Environments, Object Oriented Programming (OOP), Development Environment, Algorithms, Debugging, Data Structures
Exploratorium
Skills you'll gain: Developing Training Materials, Collaboration, Creativity, Mechanics, Research, Creative Problem-Solving, Experimentation, Innovation, Mechanical Design, Aesthetics, Construction
University of Colorado Boulder
Skills you'll gain: Scripting, Scripting Languages, Python Programming, Data Science, Programming Principles, Computer Programming, Software Engineering
Universidad Austral
Skills you'll gain: Natural Language Processing, Data Processing, Data Preprocessing, Text Mining, Pandas (Python Package), Analysis, Big Data, Algorithms
Corporate Finance Institute
Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Linear Algebra, Model Evaluation, Supervised Learning, Exploratory Data Analysis
University of Colorado Boulder
Skills you'll gain: Computational Logic, Mathematical Modeling, System Requirements, Functional Requirement, Theoretical Computer Science, Verification And Validation, Control Systems, Network Model, Systems Analysis, Automation, Mechanical Engineering, Real-Time Operating Systems, Agentic systems, Differential Equations, Safety Assurance, Robotics, Artificial Intelligence, Linear Algebra, Algorithms, Applied Mathematics
Banco Interamericano de Desarrollo
Skills you'll gain: Climate Change Mitigation, Water Resources, Environment, Climate Change Adaptation, Energy and Utilities, Hydrology, Sustainable Development, Interactive Learning, Environmental Issue, Health Education, Land Management, Environmental Science, Community Development, Teaching, Education and Training, Student Engagement, Instructional Strategies, Nutrition and Diet, Storytelling, Systems Thinking
Skills you'll gain: Architectural Drawing, AutoCAD, Technical Drawing, Computer-Aided Design, Drafting and Engineering Design, Architectural Design, Building Design
Johns Hopkins University
Skills you'll gain: Business Ethics, Critical Thinking, Critical Thinking and Problem Solving, Organizational Leadership, Leadership Development, Team Performance Management, Team Leadership, Team Motivation, Leadership and Management, Business Leadership, Leadership, Professional Development, Peer Review, Self-Awareness, Emotional Intelligence, Goal-Oriented, Adaptability
Skills you'll gain: Data Storytelling, Data Visualization, Data Visualization Software, Dashboard, Data Modeling, Data Access, Business Analytics, UI/UX Strategy, Data Analysis, Data Governance, Performance Tuning, Cloud Services, Self Service Technologies, Version Control
Institute for the Future
Skills you'll gain: Organizational Leadership, Visionary, Crisis Management, Forecasting, Business Continuity Planning, Resilience, Risk Analysis, Adaptability, Systems Thinking, Social Impact, Strategic Thinking, Innovation, Change Management, Trend Analysis, Social Justice
University of Colorado Boulder
Skills you'll gain: Power Electronics, Control Systems, Electronic Systems, Electrical Engineering, Simulations, Mathematical Modeling, Model Evaluation
In summary, here are 10 of our most popular applied machine learning courses
- Object-Oriented Programming in C++: Functions:Â University of London
- Tinkering Fundamentals: Motion and Mechanisms:Â Exploratorium
- Introduction to Python Functions:Â University of Colorado Boulder
- Introducción al procesamiento de lenguaje natural: Universidad Austral
- Regression Analysis - Fundamentals & Practical Applications:Â Corporate Finance Institute
- Foundations of Autonomous Systems:Â University of Colorado Boulder
- Educación sobre el cambio climático: Banco Interamericano de Desarrollo
- Master AutoCAD Drafting: Create & Refine Architectural Plans:Â EDUCBA
- Foundations of Leadership:Â Johns Hopkins University
- The Power of Storytelling: How to Visualize Data in the Cloud:Â Google Cloud
