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
Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Discussion Facilitation, Business Ethics, Regulatory Compliance, Artificial Intelligence, Case Studies, AI Workflows, Governance, Predictive Modeling
Skills you'll gain: ChatGPT, Overcoming Obstacles, Responsible AI, Learning Strategies, Generative AI, Storytelling, Writing, Artificial Intelligence, Javascript
Universidad Nacional Autónoma de México
Skills you'll gain: Matplotlib, NumPy, Extract, Transform, Load, Time Series Analysis and Forecasting, Pandas (Python Package), Exploratory Data Analysis, Data Science, Data Visualization Software, Data Analysis, Statistical Analysis, Graphing, Data Import/Export, Data Manipulation, Data Structures, Python Programming, Linear Algebra, File Management
Johns Hopkins University
Skills you'll gain: Game Theory, Mathematical Modeling, Political Sciences, Combinatorics, Social Sciences, Probability, Applied Mathematics, Critical Thinking, General Mathematics, Statistical Analysis
Macquarie University
Skills you'll gain: DevSecOps, Secure Coding, Application Security, IT Security Architecture, DevOps, Security Engineering, Security Testing, Security Controls, Cyber Security Strategy, Cybersecurity, Infrastructure as Code (IaC), Vulnerability Management
Dartmouth College
Skills you'll gain: Theoretical Computer Science, Logical Reasoning, Artificial Intelligence, Computational Thinking, Mathematics and Mathematical Modeling, Simulations, Psychology, Science and Research, Scientific Methods
Skills you'll gain: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Data Visualization, JSON, Programming Principles, Scripting, Scripting Languages, Data Structures, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Computer Programming, Software Installation
Skills you'll gain: Animations, Multimedia, Motion Graphics, Storyboarding, Photo/Video Production and Technology, Timelines, Storytelling
National Taiwan University
Skills you'll gain: Report Writing, Operations Research, Applied Mathematics, Mathematical Modeling, Algorithms, Industrial Engineering, Business Modeling, Process Optimization, Engineering Calculations, Feasibility Studies, Project Design, Engineering Management, Business Operations, Computational Thinking, Data Visualization, Complex Problem Solving, Decision Making, Performance Metric, Business Analytics
Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Team Performance Management, Teamwork, Collaboration, Team Leadership, Team Management, Recognizing Others, Peer Review, Employee Engagement, Performance Management, Professional Development, Coaching, Positivity, Self-Awareness, Storytelling, Mindfulness
University of Colorado Boulder
Skills you'll gain: Crisis Management, Climate Change Adaptation, Change Management, Business Continuity, Organizational Change, Engineering Management, Sustainable Development, Systems Thinking, Organizational Leadership, Risk Management, Leadership, Innovation, Cross-Functional Collaboration
Skills you'll gain: Peer Review, Adobe Firefly, Game Design, Generative AI, Adobe Creative Cloud, Graphic Design, Responsible AI, Adobe Photoshop, Design, Design Research, User Experience Design, Oral Expression, Prompt Engineering, Creativity
In summary, here are 10 of our most popular applied machine learning courses
- Ethical Use of AI Agents and Agentic AI: SAS
- ChatGPT Mastery – Craft Prompts for Optimal Results: Packt
- Python: de usuario a explorador de datos: Universidad Nacional Autónoma de México
- Mathematics and Democracy Teach Out: Johns Hopkins University
- Cyber Security: DevSecOps: Macquarie University
- Question Reality: Mind: Dartmouth College
- Master Python with Real-World Data & Web Projects: Packt
- Get Started with Procreate Dreams: Animation for Everyone: Skillshare
- Operations Research (4): Capstone Project: National Taiwan University
- Putting Strengths to Work: Automatic Data Processing, Inc. (ADP)
