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
Commonwealth Education Trust
Skills you'll gain: Student Engagement, Teaching, Pedagogy, Classroom Management, Human Learning, Working With Children, Child Development, Learning Theory, Differentiated Instruction, Parent Communication, Cultural Diversity, Substance Abuse
Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Machine Learning Methods, AI Security, Continuous Monitoring, Statistical Methods, Responsible AI, Data Quality
Status: Free TrialUniversity of Alberta
Skills you'll gain: Reinforcement Learning, Sampling (Statistics), Machine Learning Algorithms, Simulations, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Algorithms, Probability Distribution
Skills you'll gain: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), Google Cloud Platform, Responsible AI, Predictive Modeling, AI Security, Continuous Monitoring, Scalability
Status: PreviewUniversity of Washington
Skills you'll gain: Data Storytelling, Automation, Decision Support Systems, User Story, AI Product Strategy, Human Machine Interfaces, Artificial Intelligence, Machine Learning, Data-Driven Decision-Making, Innovation
Skills you'll gain: Model Evaluation, Generative AI, Continuous Monitoring, Google Cloud Platform, Model Deployment, MLOps (Machine Learning Operations), Predictive Modeling, Data Quality
Status: Free TrialUniversity of Pennsylvania
Skills you'll gain: Data Preprocessing, PyTorch (Machine Learning Library), Deep Learning, Artificial Neural Networks, Machine Learning Algorithms, Supervised Learning, Machine Learning, Artificial Intelligence
Status: Free TrialPolitecnico di Milano
Skills you'll gain: Pedagogy, Digital pedagogy, Instructional Design, Educational Materials, Innovation, Learning Theory, Learning Strategies, Creativity, Planning, Problem Solving
Status: NewStatus: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Recurrent Neural Networks (RNNs), Keras (Neural Network Library), Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Vision Transformer (ViT), Large Language Modeling, Embeddings, Network Architecture
Status: PreviewUniversity of Illinois Urbana-Champaign
Skills you'll gain: Data Mining, Education Software and Technology, Program Evaluation, Big Data, Analytics, Analysis, Data Ethics, Data Access, Natural Language Processing
Status: PreviewHigh Tech High Graduate School of Education
Skills you'll gain: Education and Training, Teaching, Growth Mindedness, Learning Theory, Human Learning, Student Engagement, Cultural Diversity, Experimentation, Statistical Hypothesis Testing, Psychological Evaluations, Discussion Facilitation
Status: Free TrialUniversity of Illinois Urbana-Champaign
Skills you'll gain: Technical Communication, Deep Learning, Technical Writing, Computer Programming, Machine Learning Methods, Health Informatics, Applied Machine Learning, Autoencoders, Machine Learning, Convolutional Neural Networks, Model Deployment, Keras (Neural Network Library), Machine Learning Algorithms, Supervised Learning, Artificial Neural Networks, Model Evaluation, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Health Care, Big Data
Searches related to applied machine learning
In summary, here are 10 of our most popular applied machine learning courses
- Foundations of Teaching for Learning: Learners and Learning: Commonwealth Education Trust
- Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文: Google Cloud
- Sample-based Learning Methods: University of Alberta
- Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 日本語版: Google Cloud
- Machine Teaching for Autonomous AI: University of Washington
- Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文: Google Cloud
- Deep Learning Essentials: University of Pennsylvania
- Designing Learning Innovation: Politecnico di Milano
- Introduction to Deep Learning: University of Colorado Boulder
- Assessment for Learning: University of Illinois Urbana-Champaign
