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 University of Edinburgh
Skills you'll gain: Diversity Awareness, Cultural Diversity, Social Justice, Climate Change Programs, Cooperation, Interactive Learning, Creativity
École Polytechnique
Skills you'll gain: Language Competency, Grammar, Language Learning, Intercultural Competence, Oral Comprehension, Multilingualism, Oral Expression, Cultural Diversity, Higher Education, Vocabulary, Writing, Cultural Sensitivity, Education and Training
Politecnico di Milano
Skills you'll gain: Augmented and Virtual Reality (AR/VR), Digital pedagogy, Education Software and Technology, Augmented Reality, Virtual Environment, Virtual Reality, Innovation, Design Strategies, Emerging Technologies
Skills you'll gain: Fine-tuning, Model Optimization, Model Training, Model Evaluation, Deep Learning, Performance Tuning, Performance Improvement, Artificial Intelligence and Machine Learning (AI/ML), Performance Analysis
University of Colorado Boulder
Skills you'll gain: Instructional Strategies, Teaching, Education Software and Technology, Design Reviews, Mathematics Education, Digital pedagogy, Simulations, Simulation and Simulation Software, Curriculum Planning, Diversity Equity and Inclusion Initiatives, Ideation, User Feedback, Experimentation, Research, Design Strategies, Interactive Design, Display Devices, Physics, Chemistry
Skills you'll gain: CI/CD, Infrastructure as Code (IaC), Continuous Integration, Devops Tools, Docker (Software), Microsoft Azure, DevOps, Application Deployment, GitHub, Continuous Deployment, Cloud Deployment, Containerization, Git (Version Control System), Infrastructure As A Service (IaaS), Development Environment, Secure Coding, Cloud Computing
Case Western Reserve University
Skills you'll gain: Coaching, Empathy, Employee Coaching, Compassion, Leadership Development, Rapport Building, Culture Transformation, People Development, Active Listening, Emotional Intelligence, Organizational Leadership, Organizational Development, Self-Awareness, Personal Development, Organizational Change, Leadership, Relationship Building, Change Management, Neurology, Self-Motivation
Google Cloud
Skills you'll gain: LLM Application, Google Cloud Platform, Large Language Modeling, AI literacy, AI Integrations, SQL, Machine Learning
Skills you'll gain: Model Training, Application Development, Predictive Modeling, Model Optimization
Skills you'll gain: Model Evaluation, Big Data, Model Training, Predictive Modeling, Google Cloud Platform, Data Access, Applied Machine Learning, Predictive Analytics, Forecasting, Data Management, Machine Learning
McMaster University
Skills you'll gain: Lifelong Learning, Learning Strategies, Growth Mindedness, Mental Concentration, Mentorship, Adaptability, Professional Development, Personal Development, Resilience, Stress Management, Overcoming Obstacles, Relationship Building
In summary, here are 10 of our most popular applied machine learning courses
- Learning for Sustainable Futures: Live at COP30: The University of Edinburgh
- Étudier en France: French Intermediate course B1-B2: École Polytechnique
- R: Apply & Analyze K-Means Clustering for Unsupervised ML: EDUCBA
- Spaces and technologies for smart learning: Politecnico di Milano
- Optimize Deep Learning Models for Peak AI: Coursera
- Active Learning in STEM with PhET Interactive Simulations: University of Colorado Boulder
- Learning GitHub Actions for DevOps CI/CD: Packt
- Conversations That Inspire: Coaching Learning, Leadership and Change: Case Western Reserve University
- Summarize Text using SQL and LLMs in BigQuery ML: Google Cloud
- Analyze and Build Deep Learning Models with TensorFlow: EDUCBA
