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
Tsinghua University
Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Theoretical Computer Science, Computer Programming
Johns Hopkins University
Skills you'll gain: Social Network Analysis, Network Analysis, Data Analysis, Analytical Skills, Statistical Analysis, Behavioral Economics, Research, Data Collection, Sociology, Data Transformation, Persuasive Communication, Application Programming Interface (API), Media and Communications, Scripting, Psychology
Skills you'll gain: AutoCAD Civil 3D, Autodesk Revit, Autodesk, Grading (Landscape), AutoCAD, Stormwater Management, Engineering Plans And Specifications, Engineering Analysis, Design, Visualization (Computer Graphics), Coordination, Design and Product, Data Management
University of California San Diego
Skills you'll gain: Debugging, Computational Thinking, Digital pedagogy, Education Software and Technology, Programming Principles, Computer Programming, Algorithms, Brainstorming
Skills you'll gain: Real Time Data, Data Pipelines, Dashboard, Google Cloud Platform, Data Processing, Data Transformation, Scalability, Data Storage Technologies
KodeKloud
Skills you'll gain: Prompt Engineering, OpenAI, OpenAI API, Responsible AI, Multimodal Prompts, AI Enablement, ChatGPT, Data Ethics, Artificial Intelligence, Generative AI, Tool Calling, AI Workflows, LLM Application, Image Analysis, Large Language Modeling, Natural Language Processing, Vision Transformer (ViT), Embeddings, Computer Vision, Reinforcement Learning
University of Science and Technology of China
Skills you'll gain: Productivity, Workflow Management, Collaboration, Operational Efficiency, Process Design, Knowledge Transfer, Process Optimization, Team Oriented, Learning Strategies, Smart Goals, Information Management
Skills you'll gain: Social Impact, Return On Investment, Sustainability Reporting, Needs Assessment, Program Evaluation, Performance Reporting, Project Scoping, Project Performance, Strategic Communication, Stakeholder Engagement
Skills you'll gain: Cash Flow Forecasting, Responsible AI, Cash Management, Financial Forecasting, Accounts Payable and Receivable, Risk Management, Generative AI, No-Code Development, Business Process Automation, Forecasting, Regulatory Compliance, Business Ethics, Financial Services, ChatGPT, Automation, Prompt Engineering, Dashboard
University of Colorado Boulder
Skills you'll gain: Correlation Analysis, Statistical Visualization, Descriptive Statistics, Statistical Analysis, Data Analysis, Box Plots, R (Software), Systems Of Measurement, Data Quality, Run Chart, Scatter Plots, Regression Analysis, Statistical Methods, Verification And Validation, Statistical Hypothesis Testing
National Taiwan University
Skills you'll gain: Political Sciences, Education and Training, Culture, Family Law, Cultural Diversity, Human Learning, Ethical Standards And Conduct, Social Sciences, Human Development, Governance, Interpersonal Communications, Ancient History
Universidad de los Andes
Skills you'll gain: Sustainable Business, Innovation, Economic Development, Environmental Social And Corporate Governance (ESG), Business Strategy, Global Marketing, International Finance, Corporate Strategy, Entrepreneurship, Business Development, Competitive Analysis, Natural Resource Management, Growth Strategies, Economics, Problem Solving, Critical Thinking
In summary, here are 10 of our most popular applied machine learning courses
- Data Structures and Algorithms (II): Tsinghua University
- Online Influence and Persuasion: Johns Hopkins University
- Autodesk Civil 3D 2025 Unleashed: Packt
- Computational Thinking for K-12 Educators: Variables and Nested Loops: University of California San Diego
- Building Resilient Streaming Systems on GCP em Português Brasileiro: Google Cloud
- Introduction to OpenAI: KodeKloud
- 高效协作: University of Science and Technology of China
- How to Conduct a Social Impact Assessment with SROI: Coursera
- GenAI for Cash Flow Managers: Optimizing Liquidity Planning: Coursera
- Measurement Systems Analysis: University of Colorado Boulder
