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: Model Optimization, Model Deployment, Model Training, AI Security, Benchmarking, Process Optimization, Cloud Deployment, Model Evaluation, Keras (Neural Network Library), Network Model, Project Performance
Skills you'll gain: SAS (Software), Forecasting, Time Series Analysis and Forecasting, Statistical Methods, Predictive Modeling, Statistical Modeling, Feature Engineering, Automation, Anomaly Detection, Data Processing, Data Transformation, Model Evaluation
University of California, Davis
Skills you'll gain: Color Theory, Typography, Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, Web Design, HTML and CSS, Animations, Digital Design, Visual Design, Web Design and Development, Usability
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Computational Thinking, Programming Principles, Solution Design, Model Optimization, Computational Logic
Skills you'll gain: Retrieval-Augmented Generation, Model Context Protocol, Agentic Workflows, Agentic systems, Generative AI Agents, Anthropic Claude, AI Integrations, Tool Calling, LLM Application, Generative AI, Automation, Scalability, Application Programming Interface (API), Servers, Python Programming
Skills you'll gain: Cost Benefit Analysis, Business Planning, Performance Measurement, Financial Analysis, Analysis, Resource Allocation
Skills you'll gain: Information Architecture, WordPress, Secure Coding, Data Management, Content Management Systems, Data Storage, Content Management, PHP (Scripting Language), Back-End Web Development, Maintainability, Code Reusability
Skills you'll gain: HTML and CSS, Cascading Style Sheets (CSS), Responsive Web Design, Web Design, Web Design and Development, Hypertext Markup Language (HTML), Usability, Front-End Web Development, UI Components, Web Development, Javascript, JavaScript Frameworks, Usability Testing, Web Content, Design, User Experience, User Experience Design
Skills you'll gain: Data Import/Export, Pandas (Python Package), Pivot Tables And Charts, Jupyter, Microsoft Excel, Data Analysis, Data Manipulation, Data Wrangling, Data Access, Programming Principles, Python Programming, Data Structures, Development Environment, Scripting, Package and Software Management, Software Installation, Object Oriented Programming (OOP)
Skills you'll gain: Apache Kafka, Spring Boot, Data Pipelines, Performance Tuning, Data Validation
University of California, Davis
Skills you'll gain: Team Leadership, Diversity Awareness, Intercultural Competence, Diversity Training, Virtual Teams, Diversity and Inclusion, Cultural Diversity, Leadership, Leadership and Management, Cultural Responsiveness, Leadership Development, Cultural Sensitivity, Culture, Meeting Facilitation, Decision Making
Google Cloud
Skills you'll gain: Model Evaluation, Time Series Analysis and Forecasting, Forecasting, Model Training, Google Cloud Platform, Predictive Analytics, Predictive Modeling, Big Data, Applied Machine Learning, Data Preprocessing, Data Analysis, Data Analysis Software, Exploratory Data Analysis, Cloud Storage
In summary, here are 10 of our most popular applied machine learning courses
- Optimize AI Inference Speed & Accuracy:Â Coursera
- Building a Large-Scale, Automated Forecasting System:Â SAS
- Beyond Basic CSS: Typography, Color, Effects, & Animation:Â University of California, Davis
- Master Data Structures & Algo – Ace Leetcode & Blind 75+: Packt
- Building RAG and MCP Servers with Claude:Â Edureka
- Analyze Costing Methods for Managerial Decision Making:Â EDUCBA
- Develop and Extend WordPress Plugins for Movie Directories:Â EDUCBA
- Build and Enhance Restaurant Websites with HTML, CSS & JS:Â EDUCBA
- Foundations of Data Analysis with Pandas and Python:Â Packt
- Mastering Kafka Consumer Systems for Telecom Data:Â EDUCBA
