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: Pandas (Python Package), Data Manipulation, Data Analysis, NumPy, Python Programming
Status: PreviewUniversity of London
Skills you'll gain: Digital pedagogy, Education Software and Technology, Technology Strategies, digital literacy, End User Training and Support, Technical Support, Digital Transformation, Innovation
Status: PreviewSkills you'll gain: Team Performance Management, Generative AI Agents, Gap Analysis, Management Training And Development, Workforce Development, People Development, Training Programs, AI Enablement, Employee Training, Talent Management, Team Management, Performance Analysis, Needs Assessment
Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Data Integration, Python Programming, Data Transformation
Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Time Series Analysis and Forecasting, Python Programming
Status: Free TrialUniversity of Cambridge
Skills you'll gain: Human Learning, Child Development, Teaching, Learning Theory, Instructional Strategies, Pedagogy, Learning Strategies, Developmental Disabilities, Working With Children, Disabilities, Autism Spectrum Disorders, Special Education, Differentiated Instruction, Neurology
Status: FreeSkills you'll gain: Application Programming Interface (API), Microsoft Azure, Cloud API, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), User Accounts, Image Analysis, Artificial Intelligence, Cloud Computing, Software Development
Status: Free TrialDeep Teaching Solutions
Skills you'll gain: Lesson Planning, Critical Thinking, Classroom Management, Stress Management, Student Engagement, Differentiated Instruction, Instructional Strategies, Pedagogy, Special Education, Learning Strategies, Disabilities, Learning Theory, Learning Styles
Status: PreviewUniversity of Colorado Boulder
Skills you'll gain: Community Organizing, Compassion, Community Development, Community Outreach, Social Impact, Needs Assessment, Train The Trainer, Program Evaluation, Sustainable Development, Education and Training, Data Mapping, Initiative and Leadership, Empowerment, Curriculum Planning, Working With Children, Collaboration, Planning, Environmental Issue
Status: PreviewUniversitat Autònoma de Barcelona
Skills you'll gain: Student-Centred Learning, Entrepreneurship, Train The Trainer, Design Thinking, Digital pedagogy, Problem Solving, Innovation, Creative Thinking, Higher Education, Ideation, Collaboration, Analysis
Commonwealth Education Trust
Skills you'll gain: Lesson Planning, Professional Development, Constructive Feedback, Growth Mindedness, Self-Awareness, Collaboration, Personal Development, Empathy, Goal Setting, Adaptability
Status: PreviewUniversidad Nacional de Colombia
Skills you'll gain: Caregiving, Critical Thinking, Complex Problem Solving, Case Studies, Patient-centered Care, Compassion, Chronic Diseases, Empathy, Organizational Skills, Emotional Intelligence, Stress Management, Communication
In summary, here are 10 of our most popular applied machine learning courses
- Master Data Analysis with Pandas: Learning Path 1 (Enhanced):Â Coursera
- ICT in Primary Education: Transforming children's learning across the curriculum:Â University of London
- Unleash Team Potential: Assess Learning Needs Using GenAI:Â Google Cloud
- Mastering Data Analysis with Pandas: Learning Path Part 3:Â Coursera
- Mastering Data Analysis with Pandas: Learning Path Part 4:Â Coursera
- Learning and memory in the brain: a guide for teachers:Â University of Cambridge
- Build a computer vision app with Azure Cognitive Services:Â Microsoft
- Uncommon Sense Teaching: Part 2, Building Community and Habits of Learning:Â Deep Teaching Solutions
- Compassionate Leadership Through Service Learning with Jane Goodall and Roots & Shoots:Â University of Colorado Boulder
- Co-creation and challenge-based learning in Higher Education: Universitat Autònoma de Barcelona
