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: Prompt Engineering, Embeddings, Transfer Learning, Model Training, Machine Learning Methods, Fraud detection, Applied Machine Learning, Supervised Learning, Machine Learning
University of London
Skills you'll gain: Digital pedagogy, Education Software and Technology, Technology Strategies, digital literacy, End User Training and Support, Infrastructure Architecture, Digital Transformation, System Implementation, Innovation, Content Management
Commonwealth Education Trust
Skills you'll gain: Lesson Planning, Teaching, Instructing, Pedagogy, Planning, Education and Training, Professional Development, Peer Review, Constructive Feedback, Instructional Strategies, Human Learning, Portfolio Management, Growth Mindedness, Rapport Building, Collaboration
University of Illinois Urbana-Champaign
Skills you'll gain: Differentiated Instruction, Teaching, Instructional Strategies, Oral Comprehension, Digital pedagogy, Literacy, Oral Expression, Pedagogy, digital literacy, Learning Styles, Media and Communications, Multimedia, Higher Education, Cultural Diversity, Language Learning, Writing
Universitat Autònoma de Barcelona
Skills you'll gain: Student-Centred Learning, Entrepreneurship, Train The Trainer, Problem Solving, Innovation, Creativity, Self-Starter, Creative Thinking, Higher Education, Knowledge Transfer, Ideation, Collaboration, Analysis
Universidad Nacional de Colombia
Skills you'll gain: Caregiving, Critical Thinking, Stress Management, Chronic Diseases, Emotional Intelligence, Adaptability
Deep Teaching Solutions
Skills you'll gain: Lesson Planning, Critical Thinking, Classroom Management, Stress Management, Teaching, Student Engagement, Differentiated Instruction, Instructional Strategies, Pedagogy, Human Learning, Special Education, Behavioral Management, Learning Strategies, Disabilities, Learning Theory, Habit Formation
Skills you'll gain: Prompt Engineering, Prompt Patterns, Data Wrangling, Large Language Modeling, LangChain, Retrieval-Augmented Generation, Exploratory Data Analysis, Unsupervised Learning, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, Restful API, Prompt Engineering Tools, LLM Application, Keras (Neural Network Library), Responsible AI, Vector Databases, Fine-tuning, Python Programming
Universidad Nacional de Colombia
Skills you'll gain: Critical Thinking and Problem Solving, Caregiving, Problem Solving, Complex Problem Solving, Long Term Care, Case Studies, Patient-centered Care, Patient Observation, Chronic Diseases, Organizational Skills, Emotional Intelligence, Stress Management
University of Colorado Boulder
Skills you'll gain: Community Organizing, Compassion, Community Development, Community Outreach, Social Impact, Needs Assessment, Program Evaluation, Empathy, Education and Training, Data Mapping, Initiative and Leadership, Empowerment, Curriculum Planning, Working With Children, Collaboration, Planning, Driving engagement, Environmental Issue
Università di Napoli Federico II
Alfaisal University | KLD
Skills you'll gain: Knowledge Transfer, Organizational Development, Culture Transformation, Organizational Leadership, Willingness To Learn, Lifelong Learning, Innovation, Learning Strategies, Market Share, Leadership Development, Business Strategy, Case Studies, Leadership
In summary, here are 10 of our most popular applied machine learning courses
- Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
- ICT in Primary Education: Transforming children's learning across the curriculum: University of London
- Foundations of Teaching for Learning Capstone: The Reflective Practitioner: Commonwealth Education Trust
- Multimodal Literacies: Communication and Learning in the Era of Digital Media : University of Illinois Urbana-Champaign
- Co-creation and challenge-based learning in Higher Education: Universitat Autònoma de Barcelona
- Learning to be caregivers for people with chronic conditions: Universidad Nacional de Colombia
- Uncommon Sense Teaching: Part 2, Building Community and Habits of Learning: Deep Teaching Solutions
- IBM Generative AI Engineering: IBM
- Learning from the experiences of caregivers with chronic conditions: Universidad Nacional de Colombia
- Compassionate Leadership Through Service Learning with Jane Goodall and Roots & Shoots: University of Colorado Boulder
