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
University of California, Davis
Skills you'll gain: Prompt Engineering, Responsible AI, AI literacy, AI powered creativity, Anthropic Claude, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, OpenAI, LLM Application, Emerging Technologies, Deep Learning, Machine Learning
Universidad de los Andes
Skills you'll gain: Adaptability, Decision Making, Self-Awareness, Planning, Personal Development, Dealing With Ambiguity, Independent Thinking, Higher Education, Lifelong Learning, Critical Thinking, Goal Setting, Family Support, Open Mindset, Research
Skills you'll gain: Microsoft Azure, Data Processing, Database Theory, Databases, Data Store, Database Systems, Database Management Systems, Cloud Services, Data Storage, Database Management, Relational Databases, Query Languages, NoSQL, Data Management, Cloud Computing, Data Analysis, Data Visualization Software
Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Image Analysis, Model Training, Computer Vision, Applied Machine Learning, Deep Learning, Python Programming
Skills you'll gain: Requirements Elicitation, Requirements Analysis, Stakeholder Engagement, Requirements Management, Business Analysis, Stakeholder Management, Performance Improvement, Business Requirements, Business Planning, Stakeholder Communications, Case Studies, Stakeholder Analysis, Governance, Strategic Planning, Problem Solving
University of Colorado Boulder
Skills you'll gain: Supervised Learning, Applied Machine Learning, Statistical Machine Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Model Training, Machine Learning Algorithms, Transfer Learning, Text Mining, Model Evaluation, Data-Driven Marketing, Predictive Modeling, Data Preprocessing, Data Manipulation, Marketing Analytics, Python Programming, Feature Engineering, Embeddings
Kennesaw State University
Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, Generative AI, AI literacy, Education Software and Technology, ChatGPT, Peer Review, OpenAI, Education and Training, Digital pedagogy, AI Integrations
Imperial College London
Skills you'll gain: Logistic Regression, Descriptive Statistics, Exploratory Data Analysis, Regression Analysis, Model Evaluation, Statistical Methods, R Programming, Statistical Modeling, Predictive Modeling, Statistical Analysis, Biostatistics, Statistical Software, Predictive Analytics, Probability & Statistics, R (Software), Public Health, Data Preprocessing
Tecnológico de Monterrey
Skills you'll gain: Calculus, Integral Calculus, Mechanics, Applied Mathematics, Linear Algebra, Physics, Geometry, Mathematical Modeling, Graphing, Trigonometry, Algebra
UNSW Sydney (The University of New South Wales)
Skills you'll gain: Design Thinking, Design Strategies, Business Transformation, Workforce Development, Strategic Thinking, Automation, Digital Transformation, Human Centered Design, Emerging Technologies, Innovation, Service Design
Skills you'll gain: Relational Databases, Power BI, Microsoft Azure, Database Management, NoSQL, Dashboard, Cloud Deployment, Dashboard Creation, Data Integration, Data Visualization, Data Visualization Software, SQL, Database Management Systems, Data Storage, Data Modeling, Cloud Storage, Extract, Transform, Load, Data Processing, Infrastructure As A Service (IaaS), Platform As A Service (PaaS)
University of Western Australia
Skills you'll gain: Diversity Awareness, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Social Justice, Cultural Diversity, Disabilities, Health Equity, Law, Regulation, and Compliance, Advocacy, Policy Analysis, Research, and Development, Discussion Facilitation
In summary, here are 10 of our most popular applied machine learning courses
- AI for Knowledge Workers:Â University of California, Davis
- PlanU: escoge la mejor carrera y universidad para ti:Â Universidad de los Andes
- Explore Core Data Concepts in Microsoft Azure:Â Microsoft
- Aerial Image Segmentation with PyTorch:Â Coursera
- IIBA® Entry Certificate in Business Analysis™ (ECBA™) Exam Prep: STARWEAVER
- Supervised Text Classification for Marketing Analytics:Â University of Colorado Boulder
- AI for Education (Intermediate):Â Kennesaw State University
- Logistic Regression in R for Public Health:Â Imperial College London
- FÃsica: Vectores, Trabajo y EnergÃa: Tecnológico de Monterrey
- Designing the Future of Work:Â UNSW Sydney (The University of New South Wales)
