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: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Image Analysis, Computer Vision, Deep Learning, Python Programming
University of Colorado Boulder
Skills you'll gain: Robotics, Artificial Intelligence, Automation, Data Mapping, Graph Theory, Planning, Algorithms, Computer Programming, Computer Vision, Computer Science, Simulation and Simulation Software, Control Systems, Real-Time Operating Systems, Engineering, Data Structures, Python Programming, Simulations, Linear Algebra, Design
University of Michigan
Skills you'll gain: Teaching, Systems Thinking, Diversity Awareness, Adaptability, Instructional Design, Digital pedagogy, Constructive Feedback, Higher Education, Innovation, Collaboration
Universidad Nacional Autónoma de México
Skills you'll gain: Exploratory Data Analysis, Pandas (Python Package), Extract, Transform, Load, Data Analysis, NumPy, Package and Software Management, Time Series Analysis and Forecasting, Data Visualization Software, Data Science, Python Programming, Jupyter, Graphing, Matplotlib, Data Import/Export, Data Manipulation, Software Installation, Ubuntu, Scripting, Computational Thinking, Mac OS
University of Colorado Boulder
Skills you'll gain: Numerical Analysis, Engineering Calculations, Applied Mathematics, Mathematical Modeling, Physics
Peking University
Skills you'll gain: electromagnetics, Basic Electrical Systems, Electrical Engineering, Physics, Scientific Methods, Differential Equations, Applied Mathematics
Skills you'll gain: LangGraph, Generative AI Agents, Agentic systems, AI Workflows, OpenAI API, LLM Application, Artificial Intelligence, User Interface (UI), Prompt Engineering, Natural Language Processing, Python Programming, Context Management
University of Colorado System
Skills you'll gain: Sustainable Business, Environmental Social And Corporate Governance (ESG), Change Management, Sustainability Reporting, Financial Analysis, Systems Thinking, Proposal Development, Cost Benefit Analysis, Environmental Issue, Business, Economics, Packaging and Labeling, Product Lifecycle Management
Skills you'll gain: Web Scraping, Real Time Data, OpenAI API, Natural Language Processing, Python Programming, Web Applications, Language Interpretation, Translation, and Studies, Application Development, Machine Learning
SkillsBooster Academy
Skills you'll gain: Excel Formulas, Microsoft Excel, Microsoft Copilot, Excel Macros, Microsoft Power Platform, Workflow Management, Microsoft Project, Microsoft 365, Microsoft Teams, Microsoft Office, Business Workflow Analysis, Microsoft Access, ChatGPT, Operational Excellence, Devops Tools, Project Accounting, Interactive Learning, Microsoft Windows, Software Development Tools, Test Tools
Imperial College London
Skills you'll gain: Health Systems, Health Equity, Health Care, Health Assessment, Health Policy, Health Disparities, Health Care Administration, Governance, Public Health, Sustainable Development
Universidades Anáhuac
Skills you'll gain: Predictive Modeling, Model Evaluation, Data Cleansing, Time Series Analysis and Forecasting, Database Management, Artificial Neural Networks, SQL, Databases, Keras (Neural Network Library), Deep Learning, Applied Machine Learning, Tensorflow, Statistical Modeling, Data Modeling, Data Visualization Software, Forecasting, Pandas (Python Package), Data Science, Supervised Learning, Convolutional Neural Networks
In summary, here are 10 of our most popular applied machine learning courses
- Aerial Image Segmentation with PyTorch : Coursera
- Introduction to Robotics with Webots: University of Colorado Boulder
- Resilient Teaching Through Times of Crisis and Change: University of Michigan
- Python: de cero a analista de datos: Universidad Nacional Autónoma de México
- Approximation Methods: University of Colorado Boulder
- 电磁学上——恒定电场: Peking University
- Building Autonomous AI Agents with LangGraph: Packt
- First Steps in Making the Business Case for Sustainability: University of Colorado System
- Web Scraping With GPT: Translate Foreign News Headlines: Coursera
- Microsoft Excel: From Basics to AI-Powered Workflows: SkillsBooster Academy
