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: Finite Element Methods, Engineering Analysis, Simulation and Simulation Software, Engineering Calculations, Mathematical Modeling, Structural Analysis
Skills you'll gain: Model Evaluation, Logistic Regression, Exploratory Data Analysis, Predictive Analytics, Analytics, E-Commerce, Big Data, Applied Machine Learning, Data Analysis, Classification Algorithms
Status: Free TrialRice University
Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Distributed Computing, Java, Software Architecture, Systems Architecture, Programming Principles, Scala Programming, Servers, Algorithms
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Data Ethics, Responsible AI, Diversity Awareness, Generative AI, Ethical Standards And Conduct, Diversity Equity and Inclusion Initiatives, Cultural Diversity, Artificial Intelligence, Algorithms, Information Privacy
Status: FreeDeepLearning.AI
Skills you'll gain: MLOps (Machine Learning Operations), Large Language Modeling, Jupyter, AI Workflows, Data Store, Version Control, Metadata Management
Status: Free TrialUniversity of Maryland, College Park
Skills you'll gain: Business Modeling, Customer Analysis, Financial Modeling, Business Strategy, Entrepreneurship, Business Planning, Customer Insights, Value Propositions, Target Market, Customer Relationship Management, Product Development, Innovation, Interviewing Skills
Status: Free TrialLearnQuest
Skills you'll gain: Containerization, File I/O, Package and Software Management, Unified Modeling Language, Matplotlib, Software Testing, Docker (Software), Development Environment, Unit Testing, Test Automation, Continuous Integration, Data Manipulation, Pandas (Python Package), Scripting, Data Modeling, DevOps, Programming Principles, Python Programming, Data Structures, Computer Programming
Status: Free TrialImperial College London
Skills you'll gain: Health Policy, Health Systems, Health Assessment, Health Care, Public Health, Policy Analysis, Health Care Administration, Community Health, Program Evaluation, Research, Case Studies
Status: PreviewUniversity of Michigan
Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Software Installation, Computational Thinking, Development Environment
Skills you'll gain: API Gateway, Serverless Computing, Cloud API, Restful API, Node.JS, Microsoft Azure, Application Programming Interface (API), API Testing, Web Services
Status: Free TrialAlibaba Cloud Academy
Skills you'll gain: Data Visualization Software, Big Data, Apache Hadoop, Apache Spark, Apache Hive, Distributed Computing, Data Processing, Data Warehousing, Data Integration, Cloud Security, Cloud Technologies, Artificial Intelligence and Machine Learning (AI/ML), SQL
Status: Free TrialUniversity of Michigan
Skills you'll gain: Ajax, jQuery, JSON, Django (Web Framework), Web Applications, Javascript, Debugging, Database Design, Data Modeling, User Accounts, Object Oriented Programming (OOP), Python Programming
In summary, here are 10 of our most popular applied machine learning courses
- FEM - Linear, Nonlinear Analysis & Post-Processing: Coursera
- Predict Visitor Purchases with a Classification Model in BQML: Google Cloud
- Distributed Programming in Java: Rice University
- Ethical Issues in AI and Professional Ethics: University of Colorado Boulder
- Evaluating and Debugging Generative AI: DeepLearning.AI
- Building the Business Model for Corporate Entrepreneurs: University of Maryland, College Park
- Python Scripting for DevOps: LearnQuest
- Health Systems Development: Health systems, Policy and Research: Imperial College London
- Программирование для всех (начало работы с Python): University of Michigan
- Azure: create a REST API using NodeJS Serverless Functions: Coursera
