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
Curtis Institute of Music
Skills you'll gain: Classical Music, Instrumental Music, Music Theory, Music, Musical Composition, Music Performance, Music History
Board Infinity
Skills you'll gain: Cascading Style Sheets (CSS), Responsive Web Design, HTML and CSS, Bootstrap (Front-End Framework), Web Design and Development, digital literacy, Web Content Accessibility Guidelines
Politecnico di Milano
Skills you'll gain: Application Specific Integrated Circuits, Amazon Elastic Compute Cloud, Cloud Infrastructure, Cloud Deployment, Amazon Web Services, Hardware Architecture, Cloud Applications, Performance Tuning, Software Development, Computer Architecture, Dataflow, Development Environment, Software Development Tools, Memory Management, Computational Logic, Programming Principles
Northeastern University
Skills you'll gain: Feature Engineering, Exploratory Data Analysis, AI Enablement, Artificial Intelligence, AI literacy, Data Literacy, Responsible AI, Data Analysis, Descriptive Statistics, Technology Strategies, Business Strategy, Machine Learning, AI Integrations, Unstructured Data, Predictive Modeling
Skills you'll gain: SQL Server Reporting Services, Business Intelligence, Business Intelligence Software, Business Reporting, Data Visualization, Interactive Data Visualization, Application Deployment, Microsoft SQL Servers, Report Writing, SQL, Role-Based Access Control (RBAC), Data Sharing
Skills you'll gain: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)
Amazon Web Services
Skills you'll gain: Software Architecture, Amazon Web Services, API Gateway, Amazon DynamoDB, IT Automation, Middleware, Software Development, Python Programming, Service Oriented Architecture, Systems Architecture, Microservices, Cloud API, Serverless Computing, Cloud Applications, Cloud-Based Integration, Application Frameworks, Databases, Scripting, Database Systems, Application Development
Skills you'll gain: Prototyping, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, User Research, Interactive Design, Design Software, Design Strategies, User Centered Design, User Experience Design, Visual Design, Graphic and Visual Design Software, Figma (Design Software), Graphics Software, Graphic and Visual Design, Design Elements And Principles
Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Large Language Modeling, Prompt Engineering, Plot (Graphics), Generative AI, Vector Databases, LLM Application, Text Mining, Dimensionality Reduction
The University of Edinburgh
Skills you'll gain: Dignity in Care, Empowerment, Healthcare Ethics, Accountability, Research, Interactive Learning, Social Justice, Diversity Awareness, Health Equity, Patient-centered Care, Law, Regulation, and Compliance
Skills you'll gain: Code Reusability
Skills you'll gain: Reverse Logistics, Retail Management, Retail Store Operations, Strategic Sourcing, Inventory and Warehousing, Customer experience improvement, Procurement, Customer experience strategy (CX), Warehouse Management, Warehousing, Transportation, Supply Chain, and Logistics, Supply Chain, Supply Management, Customer Service, Logistics, Operations Management, Customer Relationship Management, Relationship Management, Operations, Operational Efficiency
In summary, here are 10 of our most popular applied machine learning courses
- Exploring Beethoven's Piano Sonatas Part 3:Â Curtis Institute of Music
- Build a Webpage with HTML and CSS:Â Board Infinity
- Developing FPGA-accelerated cloud applications with SDAccel: Theory:Â Politecnico di Milano
- Practical AI for Professionals:Â Northeastern University
- SQL Server Reporting Services (SSRS) Training:Â EDUCBA
- Statistical Inference & Predictive Modeling Foundations:Â Coursera
- Python for Serverless Applications and Automation on AWS:Â Amazon Web Services
- User Interface Design: Principles, Prototyping, Practices:Â Coursera
- Master Retrieval-Augmented Generation (RAG) Systems:Â Packt
- Human Rights-based Approach to Dignity in Care (DIGNISPACE):Â The University of Edinburgh
