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 California San Diego
Skills you'll gain: Apache Spark, Apache Hadoop, Data Integration, Big Data, Data Pipelines, Data Processing, Data Management, NoSQL, Analytics, Splunk, Database Systems, MongoDB, Pandas (Python Package), SQL, PostgreSQL
Skills you'll gain: Professional Networking, SAP Applications, Workforce Development, Company, Product, and Service Knowledge, Enterprise Resource Planning, Interviewing Skills, Goal Setting, Training Programs
Rice University
Skills you'll gain: Data Manipulation, File I/O, Data Structures, Scripting, Data Import/Export, Data Analysis, Python Programming, Data Storage
Skills you'll gain: Programming Principles, C++ (Programming Language), C and C++, Computer Programming, Integrated Development Environments, Pseudocode, Computer Science
Saïd Business School, University of Oxford
Skills you'll gain: Responsible AI, AI Security, Data Ethics, Governance, Compliance Management, Enterprise Risk Management (ERM), AI Product Strategy, Risk Management, Business Ethics, Artificial Intelligence, Ethical Standards And Conduct, Organizational Strategy, Law, Regulation, and Compliance, Artificial Intelligence and Machine Learning (AI/ML), Information Privacy, Generative AI, Information Management, Agentic systems, Generative AI Agents, Business Leadership
University of California, Irvine
Skills you'll gain: Interviewing Skills, Recruitment, Recruitment Strategies, Talent Acquisition, Human Resources, Talent Management, Human Resource Strategy, Employee Onboarding, Workforce Planning, Employee Retention, Diversity and Inclusion, New Hire Orientations, Job Analysis, Human Resources Information System (HRIS), Leadership
University of Michigan
Skills you'll gain: Statistical Methods, Regression Analysis, Plot (Graphics), Data Cleansing, Statistical Hypothesis Testing, Correlation Analysis, Data Preprocessing, Matplotlib, Data Visualization, Statistical Analysis, Scatter Plots, R Programming, Data Analysis, Descriptive Statistics, Pandas (Python Package), Python Programming
Northwestern University
Skills you'll gain: Robotics, Machine Controls, Automation Engineering, Control Systems, Mechanics, Mechanical Engineering, Mathematical Modeling, Torque (Physics), Applied Mathematics, Linear Algebra
Scrimba
Skills you'll gain: React.js, UI Components, Front-End Web Development, Web Content Accessibility Guidelines, User Interface (UI), JavaScript Frameworks, Interaction Design, Web Development Tools, Event-Driven Programming, Web Frameworks, Cascading Style Sheets (CSS), Application Programming Interface (API)
Skills you'll gain: Prioritization, Negotiation, Conflict Management, Time Management, Stress Management, Communication, Critical Thinking, Problem Solving, Self-Awareness, Emotional Intelligence, Business Priorities, Complex Problem Solving, Communication Strategies, Courage, Professionalism, Creative Problem-Solving, Personal Development, Business Ethics, Empathy, Goal Setting
National Taiwan University
Skills you'll gain: Robotics, Machine Controls, Mechanics, Automation Engineering, Linear Algebra, Engineering Calculations, Applied Mathematics, Control Systems, Mathematical Modeling, Spatial Analysis
H2O.ai
Skills you'll gain: Large Language Modeling, Model Evaluation, Collaborative Software, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, LLM Application, Data Preprocessing, Prompt Engineering, Generative Model Architectures, Training Programs, Data Validation, Data Cleansing, Natural Language Processing, Applied Machine Learning, Transfer Learning, Verification And Validation, Data Quality, AI Workflows
Searches related to applied machine learning
In summary, here are 10 of our most popular applied machine learning courses
- Big Data Integration and Processing:Â University of California San Diego
- Becoming an SAP Professional:Â SAP
- Python Data Analysis:Â Rice University
- C++ Basics: Selection and Iteration:Â Codio
- AI Governance: Saïd Business School, University of Oxford
- Hiring Practices:Â University of California, Irvine
- Foundations of Sports Analytics: Data, Representation, and Models in Sports:Â University of Michigan
- Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots :Â Northwestern University
- Learn React:Â Scrimba
- Mastering Self Management Skills for Career Growth:Â LearnKartS
