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
Google Cloud
Skills you'll gain: Cloud Computing, Model Deployment, Cloud Deployment, Istio, Tensorflow, Google Cloud Platform, MLOps (Machine Learning Operations), Kubernetes, Application Deployment, Continuous Deployment, Microservices, Load Balancing
Skills you'll gain: Computer Vision, Model Optimization, Model Deployment, Performance Analysis, Performance Measurement, Data Pipelines, Quality Assessment
University of Colorado Boulder
Skills you'll gain: Control Systems, Simulation and Simulation Software, Numerical Analysis, Simulations, Engineering Analysis, Mathematical Modeling, Linear Algebra, Differential Equations, Applied Mathematics, Mechanics, Mathematical Theory & Analysis, Physics
Skills you'll gain: Ansible, Scalability, DevOps, Infrastructure as Code (IaC), Infrastructure Architecture, Devops Tools, IT Automation, Cloud Infrastructure, Systems Design, Application Deployment, Systems Architecture, IT Infrastructure, YAML, Web Servers, Configuration Management, Software Installation
Skills you'll gain: Embeddings, Applied Machine Learning, Vector Databases, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Scalability
Skills you'll gain: Swift Programming, Apple iOS, iOS Development, Code Reusability, Software Design Patterns, Object Oriented Programming (OOP), Mobile Development, Maintainability, Data Modeling, Object Oriented Design, Application Design, Programming Principles, UI Components, Testability, Scalability
Skills you'll gain: LLM Application, Kubernetes, Systems Architecture, Large Language Modeling, Data Pipelines, Software Architecture, Software Design, Model Deployment, Application Deployment, Microservices, Apache Airflow, Containerization, Infrastructure Architecture, Cloud-Native Computing, Scalability, AWS CloudFormation, Managed Services, Azure DevOps, Open Source Technology, Diagram Design
Real Madrid Graduate School Universidad Europea
Skills you'll gain: Data Literacy, Statistical Visualization, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, Data Integration, Image Analysis, Interactive Data Visualization, Data Synthesis, Advanced Analytics, Analytical Skills, LLM Application, Data-Driven Decision-Making, Descriptive Statistics, Digital Analysis, Data Sharing, People Analytics, Statistical Inference, Unsupervised Learning
Skills you'll gain: React.js, Code Reusability, UI Components, Maintainability, Javascript, Software Design Patterns, Programming Principles, Context Management
Skills you'll gain: Data Structures, Python Programming, Programming Principles, Computer Programming, Program Development, Object Oriented Programming (OOP), Computer Programming Tools, Scripting, Scripting Languages, Computational Logic, Jupyter
Skills you'll gain: HTML and CSS, Responsive Web Design, Bootstrap (Front-End Framework), Web Design, Web Design and Development, Cascading Style Sheets (CSS), Front-End Web Development, Web Applications, Hypertext Markup Language (HTML), User Interface (UI), Frontend Integration, UI Components, Web Development Tools
Skills you'll gain: Microsoft Copilot, Generative AI, Cloud Management, Data Ethics, Microsoft Azure, Responsible AI, Cloud Computing Architecture, AI Integrations, OpenAI API, OpenAI, Business Process Automation, AI Security, Cloud Security, Cloud Deployment, Scalability, AI Workflows, DevOps, Automation, Anomaly Detection
In summary, here are 10 of our most popular applied machine learning courses
- Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh:Â Google Cloud
- Build & Evaluate Real-Time Object Detectors:Â Coursera
- Spacecraft Relative Motion Control:Â University of Colorado Boulder
- Implement Scalable Infrastructure Using Ansible:Â EDUCBA
- Unify Modalities: Cross-Modal Retrieval:Â Coursera
- Apply Protocol-Oriented Programming in Swift Applications:Â EDUCBA
- Designing Production LLM Architectures:Â Coursera
- Máximo rendimiento y tecnologÃa en el deporte: Real Madrid Graduate School Universidad Europea
- Build Reusable React Components:Â Scrimba
- Introduction to Python and Google Colab Fundamentals:Â Packt
