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
Johns Hopkins University
Skills you'll gain: Mathematics and Mathematical Modeling, Mathematical Modeling, Political Sciences, Combinatorics, Social Sciences, Decision Intelligence, Logical Reasoning, Applied Mathematics, Critical Thinking, General Mathematics, Psychology
Arizona State University
Skills you'll gain: Problem Solving, Critical Thinking and Problem Solving, Creativity, Creative Problem-Solving, Human Factors, Decision Making, Human Learning, Human Computer Interaction, Mental Concentration, Human Machine Interfaces, Learning Theory, Usability, Memory Management, Human Centered Design
University of Alberta
Skills you'll gain: Agile Software Development, Agile Product Development, Requirements Analysis, Process Driven Development, Agile Methodology, Software Development, Product Management, Application Lifecycle Management, Software Engineering, Technical Product Management, Software Development Methodologies
Scrimba
Skills you'll gain: Python Programming, Programming Principles, Computational Logic, Computer Programming, Web Development Tools, Web Development, Software Engineering
ESSEC Business School
Skills you'll gain: Cooperation, Teamwork, Collaboration, Sustainable Development, Decision Making, Sustainable Systems, Business Transformation, Social Justice, Environmental Issue, Political Sciences, Social Impact, Socioeconomics, Action Oriented, Social Sciences, Systems Thinking, Visionary, Economic Development, Corporate Sustainability, Economics, Policy, and Social Studies, Empowerment
Skills you'll gain: SAS (Software), Model Deployment, Model Evaluation, Predictive Analytics, Predictive Modeling, Advanced Analytics, Regression Analysis, Statistical Modeling, Business Analytics, Data Preprocessing, Data-Driven Decision-Making, Data Mining, Feature Engineering, Model Training, Statistical Methods, Statistical Analysis, Decision Tree Learning, Data Transformation, Model Optimization, Artificial Neural Networks
Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Amazon Web Services, Cloud Computing, IT Automation, AI Integrations, Applied Machine Learning, Cloud Deployment, Cloud Security, Model Deployment, AWS Identity and Access Management (IAM), Cloud Management, Scalability
Skills you'll gain: Video Production, Storytelling, Visual Storytelling, Video Editing, Content Creation, AI powered creativity, Editing
Skills you'll gain: Application Deployment, Microsoft Azure, Cloud Deployment, Cloud Services, Cloud Applications, Program Development, Cloud Hosting, Web Applications, Python Programming
Skills you'll gain: Programming Principles, Data Store, Data Modeling, C and C++, Data Integrity, File Management, Application Development, Data Management, Computational Logic, Data Maintenance
LearnQuest
Skills you'll gain: Cloud Hosting, Cloud Computing, Cloud Services, Cloud Deployment, Cloud Platforms, Cloud Technologies, Public Cloud, Cloud Computing Architecture, Cloud Infrastructure, Managed Services, Computing Platforms, Infrastructure As A Service (IaaS), Serverless Computing, Service Level, Microsoft Azure, Software As A Service, Hybrid Cloud Computing, Platform As A Service (PaaS), Distributed Computing, Emerging Technologies
Skills you'll gain: Windows PowerShell, IT Automation, Scripting, Automation, Windows Servers, System Configuration, Scripting Languages, Microsoft Servers, Server Administration, Administration, Software Installation, Verification And Validation, Cloud Deployment, Data Import/Export, Service Management, Remote Access Systems, Extensible Markup Language (XML), File Management, Debugging
In summary, here are 10 of our most popular applied machine learning courses
- Mathematics and Democracy Teach Out: Johns Hopkins University
- Human Cognitive Capacities & Limitations: Arizona State University
- Introdução ao Gerenciamento de produtos de software: University of Alberta
- Learn Python: 2: Scrimba
- Paths to a Sustainable Future: ESSEC Business School
- Predictive Analytics with SAS: Build & Deploy Models: EDUCBA
- GenAI for AWS: AI-Driven Cloud Automation & Scaling: Coursera
- Cinematic Storytelling Simplified: Mastering Lumen5 AI: Coursera
- Deploy A Microsoft Azure Speech To Text Web App: Coursera
- Apply C Programming by Building an Employee Management App: EDUCBA
