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
AI CERTs
Skills you'll gain: Model Evaluation, Digital Transformation, Geospatial Information and Technology, Environmental Regulations, Predictive Modeling, Advanced Analytics, Environment and Resource Management, Computer Vision, Environment Health And Safety, Environment, Supervised Learning, Operations, Workforce Development, Operations Management
University of Copenhagen
Skills you'll gain: Data Literacy, digital literacy, Personally Identifiable Information, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Journalism, Data Sharing, Big Data, Information Privacy, Data-Driven Decision-Making, Data Security, Law, Regulation, and Compliance, Data Collection, Algorithms
Fractal Analytics
Skills you'll gain: Responsible AI, AI Enablement, Data Ethics, Large Language Modeling, Technical Communication, Critical Thinking
Advancing Women in Tech
Skills you'll gain: Professional Networking, Performance Management, Interviewing Skills, Product Management, Branding, Product Knowledge, Verbal Communication Skills, Job Analysis, Amazon Web Services, Recruitment
Fred Hutchinson Cancer Center
Skills you'll gain: Collaborative Software, GitHub, Laboratory Reports, Technical Writing, Version Control, Document Management, Technical Documentation, Typography
Duke University
Skills you'll gain: Culture Transformation, Strategic Thinking, Team Building, Team Leadership, Strategic Leadership, Organizational Change, Team Management, Visionary, Organizational Strategy, Strategic Decision-Making, Team Motivation, Cross-Functional Team Leadership, Organizational Leadership, Agile Methodology, Business Leadership, Cognitive flexibility, Leadership Development, Innovation, Corporate Strategy, Change Management
Universidad Austral
Skills you'll gain: Supervised Learning, Deep Learning, Artificial Neural Networks, Machine Learning Algorithms, Logistic Regression, Artificial Intelligence and Machine Learning (AI/ML), Classification Algorithms, Linear Algebra, Regression Analysis
EDHEC Business School
Skills you'll gain: Digital pedagogy, Education Software and Technology, AI Personalization, Responsible AI, Data Ethics, Emerging Technologies, New Business Development, Innovation, Digital Transformation, New Product Development, AI Enablement, Artificial Intelligence, Augmented and Virtual Reality (AR/VR), Strategic Decision-Making
DeepLearning.AI
Skills you'll gain: LangGraph, LangChain, AI Workflows, LLM Application, Agentic systems, Prompt Engineering, Data Persistence, Context Management, Human Centered Design
University of California San Diego
Skills you'll gain: Mobile Development, Visualization (Computer Graphics), Application Development, Python Programming, Internet Of Things, Image Quality, Digital Signal Processing, Embedded Software, Development Environment
The University of Sydney
Skills you'll gain: Health Technology, Patient Communication, Health Informatics, Health Care, Health Systems, Health Information Management, Health Care Procedure and Regulation, Data Quality, Health Policy, Clinical Data Management, Electronic Medical Record, Digital Communications, Data Governance, Data Analysis, Data Integrity, Digital Transformation, Data-Driven Decision-Making
University of Colorado System
Skills you'll gain: Cryptography, Brute-force attacks, Encryption, Information Systems Security, Cybersecurity, Theoretical Computer Science, Computational Logic
In summary, here are 10 of our most popular applied machine learning courses
- AI for Mining: AI CERTs
- Data Literacy – What is it and why does it matter?: University of Copenhagen
- Generative AI Essentials: A Comprehensive Introduction: Fractal Analytics
- Acing the Product Management Interview: Advancing Women in Tech
- Write Smarter with Overleaf and LaTeX: Fred Hutchinson Cancer Center
- Agile Approaches for Modern Leadership: Duke University
- Introducción al Aprendizaje Profundo: Universidad Austral
- Introduction to EdTech: EDHEC Business School
- AI Agents in LangGraph: DeepLearning.AI
- Internet of Things: Multimedia Technologies: University of California San Diego
