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: Financial Statement Analysis, Financial Analysis, Income Statement, Financial Reporting, Analysis, Financial Accounting, Equities, Case Studies, Technical Accounting, Performance Analysis, Key Performance Indicators (KPIs), Finance, Accounting, Securities (Finance), Decision Making
University of Colorado Boulder
Skills you'll gain: Control Systems, Simulation and Simulation Software, Numerical Analysis, Simulations, Engineering Analysis, Automation Engineering, Engineering Calculations, Torque (Physics), Mechanics, Mathematical Modeling, Applied Mathematics
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Feature Engineering, Data Ethics, Exploratory Data Analysis, Analytics, Data Analysis, Machine Learning Algorithms, Data Preprocessing, Unsupervised Learning, Data Cleansing, Data Science, NumPy, Data Manipulation, Data Transformation, Data Structures, Pandas (Python Package), Dimensionality Reduction, Classification Algorithms, Python Programming, Regression Analysis, Data Visualization
Skills you'll gain: Generative AI Agents, AI Orchestration, AI Workflows, Business Process Automation, Make.com, Automation, Agentic systems, Generative AI, LangChain, Agentic Workflows, Marketing Automation, LLM Application, AI Integrations, AI Security, Cloud Solutions, Prompt Engineering, Slack (Software), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Google Sheets
Johns Hopkins University
Skills you'll gain: Ggplot2, Scatter Plots, Plot (Graphics), Data Visualization Software, Statistical Visualization, Heat Maps, R Programming, Graphing, Data Wrangling, Graphics Software, Graphic and Visual Design
University of Michigan
Skills you'll gain: C (Programming Language), Python Programming, Programming Principles, Computer Programming, Unix
Skills you'll gain: Kubernetes, Microsoft Azure, Docker (Software), YAML, Cloud-Native Computing, Containerization, Application Deployment, Cloud Security, Cloud Deployment, Security Controls, Virtual Networking, General Networking
Instituto Tecnológico de Aeronáutica
Skills you'll gain: User Story, Agile Software Development, Backlogs, Agile Methodology, Scrum (Software Development), User Requirements Documents, Sprint Retrospectives, Agile Product Development, Test Driven Development (TDD), Agile Project Management, Requirements Elicitation, Requirements Analysis, Sprint Planning, Software Development Methodologies, Software Engineering, Program Development, Diagram Design, Software Development, Collaborative Software
Skills you'll gain: Responsive Web Design, No-Code Development, Web Design, Content Management, Web Design and Development, Web Content, Web Development
Skills you'll gain: Prompt Engineering, Generative AI, Responsible AI, Generative Model Architectures, Data Ethics, Large Language Modeling, Artificial Intelligence, AI literacy, Machine Learning, Artificial Neural Networks, Deep Learning, Model Training
University of Colorado Boulder
Skills you'll gain: Program Evaluation, Childhood Education and Development, Program Standards, Education and Training, School Counseling, Child Development, Empathy & Emotional Intelligence, Curriculum Planning, Training Programs, Goal Setting, Self-Awareness, Emotional Intelligence, Pedagogy, Social Skills, Human Development, Research, Empathy
Skills you'll gain: Oracle Databases, Oracle SQL Developer, Database Design, Database Software, Database Administration, Database Architecture and Administration, Database Management, Database Management Systems, Performance Tuning, Data Storage, SQL, Network Administration, Memory Management, User Accounts
In summary, here are 10 of our most popular applied machine learning courses
- Master Earnings Per Share: Analyze, Apply & Evaluate EPS: EDUCBA
- Spacecraft Dynamics Capstone: Mars Mission: University of Colorado Boulder
- Introduction to Data Analytics: Birla Institute of Technology & Science, Pilani
- Generative AI Automation Tools and Applications: Edureka
- Data Visualization in R with ggplot2: Johns Hopkins University
- Exploring C: University of Michigan
- Deploy containers by using Azure Kubernetes Service: Microsoft
- Princípios de Desenvolvimento Ágil de Software: Instituto Tecnológico de Aeronáutica
- Create a no-code responsive website with Webflow: Coursera
- Generative AI Foundations for Absolute Beginners: Packt
