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
Status: Free TrialFundação Instituto de Administração
Skills you'll gain: Innovation, Strategic Decision-Making, Competitive Analysis, Ideation, Entrepreneurship, Organizational Strategy, Business Strategy, Plan Execution, Strategic Thinking, Sustainable Business, Corporate Strategy, Project Risk Management, Risk Management, Value Propositions, New Product Development, Presentations, Business Management, Business Strategies, Entrepreneurial Finance, Case Studies
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Data Visualization, Data Manipulation, Statistical Visualization, Data Science, Data Import/Export, Python Programming
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Problem Solving, Computational Thinking, Probability, Mathematical Modeling, Behavioral Economics, Algorithms, Analytical Skills, Theoretical Computer Science
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Data Ethics, Responsible AI, Ethical Standards And Conduct, Generative AI, Diversity Awareness, Cultural Diversity, Workplace inclusivity, Artificial Intelligence, Diversity Equity and Inclusion Initiatives, Algorithms
Status: FreeThe Chinese University of Hong Kong
Skills you'll gain: Applied Mathematics, Operations Research, Mathematical Modeling, Enterprise Modeling, Network Model, Statistical Modeling, Combinatorics, Functional Design, Mathematical Software, Computational Thinking, Graph Theory, Algorithms, Data Structures, Debugging
Status: PreviewUniversity of Michigan
Skills you'll gain: Web Scraping, JSON, Extensible Markup Language (XML), Network Protocols, Data Access, Application Programming Interface (API), Restful API, Data Processing, Hypertext Markup Language (HTML), Scripting, Python Programming, Development Environment, Software Installation
Status: PreviewSkills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud Infrastructure, Google Cloud Platform, Amazon Web Services, Cloud Platforms, Microsoft Azure, Virtual Machines, Virtual Networking, Cloud Storage, Data Store
Duke University
Skills you'll gain: Command-Line Interface, Scripting, Unix Commands, Computer Programming Tools, Scripting Languages, Data Manipulation, Python Programming
Status: Free TrialSkills you'll gain: A/B Testing, Pandas (Python Package), Matplotlib, Plotly, Data Visualization, Statistical Methods, GitHub, Data Manipulation, Version Control, Statistical Analysis, Data Science, Python Programming, NumPy, Data Analysis, Jupyter, Programming Principles, Data Cleansing, Exploratory Data Analysis, Scripting
Status: PreviewUniversity of Michigan
Skills you'll gain: File I/O, Data Structures, Data Manipulation, Software Installation, Python Programming, Data Processing, Development Environment, Data Storage
Skills you'll gain: Microservices, .NET Framework, Microsoft Azure, Object-Relational Mapping, Cloud Storage, API Gateway, Software Architecture, Payment Systems, Authentications, Data Storage, Software Development, Systems Architecture, Cloud Services, Model View Controller, Application Programming Interface (API), Middleware, Authorization (Computing)
Status: FreeDeepLearning.AI
Skills you'll gain: PyTorch (Machine Learning Library), Model Evaluation
In summary, here are 10 of our most popular applied machine learning courses
- Innovation & Entrepreneurship Mindset: Fundação Instituto de Administração
- Python Packages for Data Science: University of Colorado Boulder
- Methods for Solving Problems: University of Colorado Boulder
- Ethical Issues in AI and Professional Ethics: University of Colorado Boulder
- 离散优化建模基础篇 Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong
- Использование языка Python для доступа к веб-данным: University of Michigan
- Infrastructure Automation with Terraform: Whizlabs
- Python Scripting: Duke University
- Python for Data Science (and Version Control with GitHub): Coursera
- Estructuras de datos de Python: University of Michigan
