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 San Diego
Skills you'll gain: Debugging, Classroom Management, Diversity Awareness, Computational Thinking, Digital pedagogy, Education Software and Technology, Event-Driven Programming, Programming Principles, Program Development, Computer Programming, Algorithms, Brainstorming
University of Michigan
Skills you'll gain: File I/O, Data Structures, Data Processing, Data Literacy, Data Manipulation, Python Programming, Development Environment, Software Installation
Skills you'll gain: Service Management, Lean Manufacturing, Operational Excellence, Performance Measurement, Performance Improvement, Customer experience improvement, Team Leadership, Key Performance Indicators (KPIs), Culture Transformation, Cleanliness, Procedure Development, Overcoming Objections, Auditing
Duke University
Skills you'll gain: Web Scraping, Extensible Markup Language (XML), Web Development Tools, Scripting, Hypertext Markup Language (HTML), Web Applications, Python Programming
Skills you'll gain: Matplotlib, Plot (Graphics), Scientific Visualization, Data Visualization Software, Interactive Data Visualization, Seaborn, Graphing, Jupyter, NumPy, Performance Tuning, Javascript and jQuery, Development Environment, Python Programming, Software Installation, Distributed Computing
Coursera
Skills you'll gain: Infrastructure as Code (IaC), Responsible AI, Generative AI, DevOps, Devops Tools, CI/CD, Continuous Deployment, AI literacy, Software Documentation, Kubernetes, AI Integrations, Data Ethics, Automation, Innovation, Productivity
Skills you'll gain: Responsible AI, Amazon Bedrock, Fine-tuning, Generative AI, AWS SageMaker, Generative Model Architectures, Machine Learning Methods, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Amazon Web Services, Machine Learning, Machine Learning Algorithms, Model Training, Model Optimization, Model Evaluation, Model Deployment, Artificial Intelligence, System Monitoring
Skills you'll gain: Point of Sale, Order Delivery, Shipping and Receiving, Logistics Management, Customer experience strategy (CX), Process Optimization
Skills you'll gain: JSON, Application Programming Interface (API), Application Development, Data Access, Restful API, Python Programming, Program Development, User Interface (UI)
Skills you'll gain: Database Design, Requirements Analysis, .NET Framework, ASP.NET, Relational Databases, C# (Programming Language), Database Development, Database Application, Full-Stack Web Development, Functional Requirement, Back-End Web Development, Maintainability, System Implementation, Model View Controller, Software Architecture, Data Validation
Skills you'll gain: Drupal, Content Management Systems, Content Management, Project Management Life Cycle, Business Requirements, Requirements Analysis, Content Development and Management, Business Analysis, Web Design and Development, UI Components, Blogs, Driving engagement, Application Deployment, Portfolio Management
Skills you'll gain: Incident Response, Incident Management, Computer Security Incident Management, Cybersecurity, Human Factors (Security), Security Awareness, Cyber Security Strategy, Crisis Management, Computer Security Awareness Training, Cyber Attacks, Culture Transformation, Threat Management, Threat Detection, IT Management, Employee Training, Employee Engagement, Communication Strategies
In summary, here are 10 of our most popular applied machine learning courses
- Computational Thinking for K-12 Educators: Variables and Nested Loops: University of California San Diego
- Estruturas de dados Python: University of Michigan
- 5S - Become a Certified 5S Specialist: Packt
- Web Scraping with Python: Duke University
- Jupyter & Python: Visualize, Optimize & Accelerate: EDUCBA
- GenAI for DevOps Practitioners: Coursera
- Generative AI & AWS AI Practitioner Certification: Packt
- Engage Customers With an Online Store: Google
- Storing, Retrieving, and Processing JSON data with Python: Coursera
- Develop a Conference Room Booking System in C# .NET: EDUCBA
