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
Pohang University of Science and Technology(POSTECH)
Skills you'll gain: Internet Of Things, Cloud Applications, Cloud Development, Cloud Platforms, IBM Cloud, Application Development, Cloud Services, Cloud Technologies, Cloud Computing, Google Cloud Platform, Computing Platforms, Cloud-Based Integration, Microsoft Azure, AI Integrations, Amazon Web Services, Emerging Technologies, Network Protocols
Fundação Instituto de Administração
Skills you'll gain: Sales Strategy, Sales, Customer Analysis, AI Personalization, Marketing Analytics, Product Assortment, Regression Analysis, Cross Selling, Personalized Service, Revenue Forecasting, Data Analysis, Predictive Analytics, Revenue Management, Predictive Modeling, Business Modeling, Statistical Analysis, Business Metrics, Model Evaluation, Applied Machine Learning, Machine Learning
Skills you'll gain: User Interface (UI), User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Design Thinking, UI Components, Software Design, Code Reusability, Usability, Event-Driven Programming, Maintainability, Integrated Development Environments, Application Design, Payment Systems, Interactive Design, MySQL, Jupyter, Database Application, Development Environment, Property Management Systems, Python Programming
Coursera
Skills you'll gain: Generative AI Agents, LangChain, LLM Application, AI Orchestration, Agentic systems, Agentic Workflows, Development Environment, Generative AI, Model Evaluation, Artificial Intelligence, AI literacy, Scalability, Performance Tuning, Model Optimization, Design
Fundação Instituto de Administração
Skills you'll gain: Budget Management, Budgeting, Financial Management, Operating Budget, Cost Control, Performance Management, Performance Measurement, Business Planning, Business Strategy, Strategic Planning, Variance Analysis, Cross-Functional Collaboration, Forecasting
University of California, Irvine
Skills you'll gain: Persona Development, Marketing Strategies, Digital Brand Strategy, Digital Media Strategy, Target Audience, Social Media Strategy, Social Media Marketing, Customer Analysis, Digital Marketing, Marketing Planning, Customer Acquisition Management, Customer experience improvement, Customer Engagement, Customer Retention, Social Media, Marketing, Target Market, Brand Management, E-Commerce, Experience Design
Skills you'll gain: Programming Principles, Computational Thinking, Program Development, Development Environment, C++ (Programming Language), Computer Programming, Computational Logic, Computer Programming Tools, Integrated Development Environments, Debugging, Code Reusability, Maintainability
Skills you'll gain: Feature Engineering, Agentic Workflows, AI Orchestration, Generative AI Agents, Model Optimization, Model Training, Data Ethics, Responsible AI, Model Deployment, Agentic systems, Artificial Intelligence, Generative AI, MLOps (Machine Learning Operations), Data Transformation, Model Evaluation, Reinforcement Learning, Code Reusability, Fine-tuning, System Design and Implementation, Python Programming
Arizona State University
Skills you'll gain: Lesson Planning, Parent Communication, Teaching, Differentiated Instruction, Student Engagement, Instructional Strategies, Language Competency, Curriculum Planning, English Language, Community Outreach, Peer Review, Educational Materials, Instructional Design, Working With Children, Training Programs, Pedagogy, Education and Training, Instructional and Curriculum Design, Cultural Responsiveness, Cultural Diversity
Skills you'll gain: Model Deployment, Fine-tuning, Model Optimization, Generative AI, Application Deployment, AI Workflows, Generative Model Architectures, Model Training, AI Personalization, Image Quality, Embeddings, Autoencoders, Performance Tuning, Data Preprocessing, Applied Machine Learning
University of Michigan
Skills you'll gain: Manufacturing Operations, Digital Transformation, Digital Assets, Technology Strategies, Business Transformation, Internet Of Things, Simulations, Computing Platforms, Simulation and Simulation Software, Emerging Technologies, Real Time Data, Trend Analysis, Risk Analysis, Business, Systems Integration, Case Studies
In summary, here are 10 of our most popular applied machine learning courses
- Programming with Cloud IoT Platforms: Pohang University of Science and Technology(POSTECH)
- Construção de Relacionamentos em Vendas Orientada a Dados: Fundação Instituto de Administração
- Python GUI Development with Tkinter & PyCharm: EDUCBA
- Implementation of GenAI Agents: Coursera
- Budgeting essentials and development: Fundação Instituto de Administração
- Identifying, Attracting, and Growing Your Digital Audience: University of California, Irvine
- Apply C++ Programming Fundamentals for Beginners: EDUCBA
- Building and Optimizing AI Agent Workflows: Coursera
- ELL Success in the Content Classroom: Teacher Toolbox Series: Arizona State University
- REST Assured Java - Creating a Book Store Application: EDUCBA
