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 Geneva
Skills you'll gain: Research Methodologies, Research, Qualitative Research, Surveys, Community Outreach, Policty Analysis, Research, and Development, Investigation, Ethical Standards And Conduct, Data Collection, Accountability, Case Studies, Needs Assessment, Decision Making, Adaptability
University of Washington
Skills you'll gain: Big Data, Relational Databases, Database Systems, Dataflow, Databases, Data Science, Data Manipulation, Data Processing, NoSQL, Apache Spark, Distributed Computing, Apache Hadoop, SQL, Data Analysis, Query Languages, Cloud Computing, Scalability, Graph Theory, Python Programming, Algorithms
Rice University
Skills you'll gain: Behavioral Economics, Portfolio Management, Investments, Wealth Management, Portfolio Risk, Financial Market, Investment Management, Asset Management, Consumer Behaviour, Market Dynamics, Capital Markets, Decision Making, Finance, Market Analysis, Equities, Psychology, Performance Analysis
Skills you'll gain: Splunk, Data Modeling, Role-Based Access Control (RBAC), System Monitoring, Incident Response, Computer Security Incident Management, User Accounts, Security Information and Event Management (SIEM), Authorization (Computing), Machine Learning, Event Monitoring, Systems Administration, Performance Tuning, Data Visualization, Threat Detection, Anomaly Detection, Continuous Monitoring, Correlation Analysis, Data Analysis, Authentications
Universidad de los Andes
Skills you'll gain: Data Visualization, Exploratory Data Analysis, Statistical Hypothesis Testing, Correlation Analysis, Data Science, Jupyter, Data Analysis, Business Analytics, Statistical Analysis, Probability & Statistics, Python Programming, Descriptive Statistics, Data Modeling, Statistical Modeling, Design Thinking
University of California San Diego
Skills you'll gain: Telecommunications, Internet Of Things, Wireless Networks, Emerging Technologies, Communication Systems, Digital Communications, General Networking, Computer Networking, Network Protocols
The University of Edinburgh
Skills you'll gain: Goal Setting, Smart Goals, Patient Education And Counseling, Community Health, Health Education, Health Promotion, Preventative Care, Exercise Science, Self-Motivation, Behavioral Health, Activities of Daily Living (ADLs), Occupational Health, Chronic Diseases
University of California, Irvine
Skills you'll gain: Systems Thinking, Analysis, General Science and Research, Materials science, Simulations, Biology, Mathematical Modeling, Physics, Psychology, Computational Logic, Mechanics, Applied Mathematics
University of Pennsylvania
Skills you'll gain: Matplotlib, Data Analysis, Pandas (Python Package), Data Visualization, Data Science, Data Cleansing, Pivot Tables And Charts, Data Visualization Software, Data Preprocessing, Data Manipulation, Scatter Plots, NumPy, Exploratory Data Analysis, Jupyter, Data Import/Export, Histogram, Python Programming, Data Structures, Programming Principles
Skills you'll gain: Behavior-Driven Development, DevSecOps, Test Driven Development (TDD), Kanban Principles, Continuous Integration, Agile Software Development, Lean Methodologies, DevOps, Agile Methodology, Scrum (Software Development), Software Development Methodologies, Continuous Deployment, Cross-Functional Collaboration, Continuous Improvement Process
Deep Teaching Solutions
Skills you'll gain: Logical Reasoning, Mental Concentration, Behavioral Economics, Innovation, Social Sciences, Artificial Intelligence, Persuasive Communication, Self-Awareness, Verbal Communication Skills, Scientific Methods
Macquarie University
Skills you'll gain: Self-Awareness, Leadership Development, Personal Development, Lifelong Learning, Adaptability, Willingness To Learn, Self-Motivation, Emotional Intelligence, Change Management, Goal Setting
In summary, here are 10 of our most popular applied machine learning courses
- Operational Research for Humanitarians:Â University of Geneva
- Data Manipulation at Scale: Systems and Algorithms:Â University of Washington
- Biases and Portfolio Selection:Â Rice University
- Splunk Administration and Advanced Topics:Â EDUCBA
- Introducción a la ciencia de datos aplicada: Universidad de los Andes
- Internet of Things: How did we get here?:Â University of California San Diego
- Sit Less, Get Active:Â The University of Edinburgh
- Emergent Phenomena in Science and Everyday Life:Â University of California, Irvine
- Data Analysis Using Python:Â University of Pennsylvania
- Combining Scrum with Other Agile Methodologies:Â LearnQuest
