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
IE Business School
Skills you'll gain: Storytelling, Content Marketing, Brand Strategy, Content Creation, Branding, Marketing Communications, Social Media Content, Brand Awareness, Advertising, Content Strategy, Journalism, Customer Engagement, Presentations, Target Audience
Skills you'll gain: Jupyter, Plot (Graphics), Model Evaluation, Microsoft Azure, Machine Learning Algorithms, Applied Machine Learning, Data Visualization, Regression Analysis
Skills you'll gain: Database Design, Relational Databases, SQL, Databases, R Programming, Database Management, Data Science, Data Modeling, Query Languages, Data Access, Data Manipulation, Data Analysis
Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Convolutional Neural Networks, Deep Learning, Image Analysis, Computer Vision, Model Evaluation, Data Preprocessing, Classification Algorithms
University at Buffalo
Skills you'll gain: Blockchain, Emerging Technologies, Distributed Computing, Microsoft Azure, FinTech, Cloud Computing Architecture, Interoperability, Cryptography, Scalability, Data Storage, Information Privacy
University of California, Irvine
Skills you'll gain: Parent Communication, Student Engagement, Student Support and Services, Teaching, Instructional Strategies, Community Development, Instructional Design, Classroom Management, K-12 pedagogy, Rapport Building, Differentiated Instruction, Digital pedagogy, Blended Learning, Interactive Learning, Curriculum Development, Interpersonal Communications
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Environmental Engineering, Environmental Management Systems, Pollution Prevention, Sustainable Development, Sustainable Systems, Sustainable Technologies, Environment and Resource Management, Environmental Issue, Governance, Environmental Policy, Community Development
Arizona State University
Skills you'll gain: Lesson Planning, Language Competency, English Language, Curriculum Planning, Instructional and Curriculum Design, Language Learning, Student Engagement, Grammar, Vocabulary, Literacy
University of California San Diego
Skills you'll gain: Graph Theory, Database Design, Big Data, Network Analysis, Analytics, Data Management, Query Languages, Computing Platforms, Scalability, Unsupervised Learning, Distributed Computing, Algorithms
University of Geneva
Skills you'll gain: Research Methodologies, Research, Qualitative Research, Surveys, Community Outreach, Policty Analysis, Research, and Development, Investigation, Ethical Standards And Conduct, Data Collection, Accountability, Case Studies, Needs Assessment, Decision Making, Adaptability
University of Alberta
Skills you'll gain: Sprint Retrospectives, Scrum (Software Development), Software Technical Review, Agile Project Management, Agile Software Development, Software Quality Assurance, Agile Methodology, User Story, Requirements Analysis, Usability Testing, User Research
Macquarie University
Skills you'll gain: Supply Chain, Supply Chain Planning, Supply Chain Management, Strategic Sourcing, Transportation, Supply Chain, and Logistics, Logistics, Procurement, Supplier Management, Corporate Sustainability, Risk Management, Sustainable Design
In summary, here are 10 of our most popular applied machine learning courses
- Storytelling in Branding and Content Marketing :Â IE Business School
- Compare Models with Experiments in Azure ML Studio:Â Coursera
- SQL for Data Science with R:Â IBM
- Facial Expression Recognition with PyTorch :Â Coursera
- Blockchain Platforms:Â University at Buffalo
- Advanced Instructional Strategies in the Virtual Classroom:Â University of California, Irvine
- Municipal Solid Waste Management in Developing Countries: École Polytechnique Fédérale de Lausanne
- Lesson Planning with the ELL in Mind:Â Arizona State University
- Graph Analytics for Big Data:Â University of California San Diego
- Operational Research for Humanitarians:Â University of Geneva
