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
Arizona State University
Skills you'll gain: Problem Solving, Critical Thinking and Problem Solving, Root Cause Analysis, Data Collection
Arizona State University
Skills you'll gain: Manufacturing Processes, Engineering Design Process, Product Design, Design Strategies, Production Process, Design
Skills you'll gain: Splunk, Lightweight Directory Access Protocols, System Monitoring, Scripting, Dashboard, Data Maintenance, Dashboard Creation, Business Intelligence, Scatter Plots, Pivot Tables And Charts, Servers, Data-Driven Decision-Making, Software Installation, Role-Based Access Control (RBAC), Dataflow, Data Pipelines, Authentications, Unstructured Data, Data Visualization Software, Data Visualization
Duke University
Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization, Predictive Modeling, Scientific Visualization, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Statistical Visualization, Data Presentation, Data Manipulation, Data Wrangling, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Applied Machine Learning, Machine Learning Algorithms, Model Evaluation, Statistical Inference
Arizona State University
Skills you'll gain: Manufacturing Processes, Materials science, Manufacturing and Production, Process Engineering, Production Process, Machine Controls, Experimentation, Prototyping, Process Development, System Configuration, Laboratory Testing, Analytical Testing
University of Colorado Boulder
Skills you'll gain: User Interface (UI), Embedded Software, Embedded Systems, Prototyping, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Usability, Interaction Design, Real-Time Operating Systems, Hypertext Markup Language (HTML), Internet Of Things, jQuery, Telecommunications, Artificial Intelligence and Machine Learning (AI/ML)
Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Human Capital, Human Resources, Human Resource Strategy, Human Resource Management, Human Resources Management and Planning, Workforce Management, Workforce Planning, Workforce Development, Talent Management, Employee Retention, Full Cycle Recruitment, People Analytics, Benefits Administration, Employee Engagement, Payroll, Employee Onboarding, Payroll Administration, Data-Driven Decision-Making, Professional Development, Data Analysis
Fred Hutchinson Cancer Center
Skills you'll gain: Responsible AI, AI Enablement, Data Ethics, Technical Management, AI Product Strategy, Technology Strategies, Artificial Intelligence, AI literacy, Business Ethics, Artificial Intelligence and Machine Learning (AI/ML), Project Management, Legal Risk, Law, Regulation, and Compliance, Ethical Standards And Conduct, Regulation and Legal Compliance, AI Integrations, Decision Making, Generative AI, Case Studies, Mitigation
Skills you'll gain: Web Frameworks, Authentications, Application Frameworks, Web Applications, Web Development, Python Programming, Back-End Web Development, Maintainability, Unit Testing, Authorization (Computing), Identity and Access Management, Development Testing, Functional Testing, White-Box Testing, Application Security, Configuration Management, File Management
Duke University
Skills you'll gain: Web Frameworks, Restful API, Application Programming Interface (API), API Testing, Application Deployment, Software Documentation, Package and Software Management, JSON, Server Side, Python Programming, Data Validation
Skills you'll gain: Auditing, Bank Regulations, Banking, Financial Auditing, Compliance Auditing, Commercial Banking, Auditors Report, Internal Controls, Financial Controls, Retail Banking, Financial Analysis, Internal Auditing, Cash Control, Financial Statements, Operational Risk, Credit Risk, Lending and Underwriting, Transaction Processing, Deposit Accounts, Operations
Skills you'll gain: Lending and Underwriting, Loan Origination, Commercial Lending, Loan Documentation, Consumer Lending, General Lending, Banking, Commercial Banking, Loans, Credit Risk, Bank Regulations, Financial Analysis, Due Diligence, Financial Statements, Compliance Management, Financial Statement Analysis, Business Risk Management, Regulatory Compliance, Risk Management, Risk Management Framework
In summary, here are 10 of our most popular applied machine learning courses
- Problem-Solving:Â Arizona State University
- Design for Additive Manufacturing:Â Arizona State University
- Splunk Analytics & Visualization: From Data to Insights:Â EDUCBA
- Data Visualization and Modeling in Python:Â Duke University
- Material Jetting and Stereolithography:Â Arizona State University
- Rapid Prototyping of Embedded Interface Designs:Â University of Colorado Boulder
- HR Fundamentals: The Building Blocks of HCM:Â Automatic Data Processing, Inc. (ADP)
- AI for Decision Makers:Â Fred Hutchinson Cancer Center
- Python Pyramid - Advanced:Â EDUCBA
- Introduction to FastAPI framework:Â Duke University
