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
University of Colorado System
Skills you'll gain: Unity Engine, Video Game Development, Object Oriented Programming (OOP), C# (Programming Language), Event-Driven Programming, File I/O, UI Components, User Interface (UI), Debugging, Data Structures
High Tech High Graduate School of Education
Skills you'll gain: Student-Centred Learning, Student Engagement, Pedagogy, Differentiated Instruction, Collaboration, Curriculum Planning, Scheduling, Human Learning, Project Design, Presentations
University of Illinois Urbana-Champaign
Skills you'll gain: Agile Methodology, Waterfall Methodology, Project Planning, Agile Project Management, Project Management Life Cycle, Communication Planning, Project Management, Sprint Planning, Scope Management, Project Estimation, Project Scoping, Project Schedules, Stakeholder Management, Risk Management, Work Breakdown Structure, Resource Management
University of Colorado Boulder
Skills you'll gain: Program Evaluation, School Psychology, Higher Education, Education and Training, Child Development, Curriculum Planning, Goal Setting, Self-Awareness, Emotional Intelligence, Pedagogy, Social Skills, Empathy
University of California, Davis
Skills you'll gain: Chemical Engineering, Hazard Analysis, Safety Assurance, Process Engineering, Engineering Analysis, Environmental Engineering, Engineering Calculations, Mathematical Modeling, Applied Mathematics
Skills you'll gain: Kubernetes, Docker (Software), Containerization, Cloud-Native Computing, Application Deployment, YAML, Devops Tools, Command-Line Interface, Google Cloud Platform, Web Applications, Cloud Deployment, Data Persistence, Development Environment, Configuration Management, Virtual Networking, Nginx, CI/CD, MongoDB, Service Management, Infrastructure Security
Indian Institute for Human Settlements
Skills you'll gain: Economics, Policy, and Social Studies, Policy Development, Public Policies, Policy Analysis, Financial Policy, Behavioral Economics, Political Sciences, Economics, Environmental Policy, Market Dynamics, Public Affairs, Governance, Program Implementation, Decision Making
Macquarie University
Skills you'll gain: Business Ethics, Corporate Sustainability, Sustainable Business, Environmental Social And Corporate Governance (ESG), Sustainable Development, Governance, Corporate Strategy, Business Strategies, Supply Chain, Social Impact, Organizational Structure
Skills you'll gain: Vector Databases, Embeddings, Generative AI, Databases, LLM Application, AI Personalization, Database Design, NoSQL, Database Management, Database Architecture and Administration
University of Colorado Boulder
Skills you'll gain: Control Systems, Numerical Analysis, Simulations, Engineering Analysis, Visualization (Computer Graphics), Engineering Calculations, Torque (Physics), Applied Mathematics
Skills you'll gain: Prompt Engineering, Generative AI, LLM Application, Large Language Modeling, Model Deployment, Unstructured Data, Application Development, Transfer Learning, Natural Language Processing
Fractal Analytics
Skills you'll gain: Feature Engineering, Data Wrangling, Exploratory Data Analysis, Matplotlib, Statistical Analysis, Data Preprocessing, Seaborn, Data Science, Data Visualization Software, Data Manipulation, Data Cleansing, Data Analysis, Pandas (Python Package), Statistics, Business Analytics, Jupyter, Data Transformation, Descriptive Statistics, Correlation Analysis, Statistical Hypothesis Testing
In summary, here are 10 of our most popular applied machine learning courses
- Intermediate Object-Oriented Programming for Unity Games: University of Colorado System
- How To Teach Us: High Tech High Graduate School of Education
- Project Initiation and Planning: University of Illinois Urbana-Champaign
- SEL for Students: A Path to Social Emotional Well-Being: University of Colorado Boulder
- Predictive Models for Toxic Chemical Releases: University of California, Davis
- Docker and Kubernetes Masterclass: From Beginner to Advanced: Packt
- The Art and Science of Economic Policy: Indian Institute for Human Settlements
- Global sustainability and corporate social responsibility: Be sustainable: Macquarie University
- Vector Databases: An Introduction with Chroma DB: IBM
- Spacecraft Dynamics Capstone: Mars Mission: University of Colorado Boulder
