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
Board Infinity
University of Michigan
Skills you'll gain: ChatGPT, Critical Thinking, AI literacy, Independent Thinking, Generative Model Architectures, Generative AI, Adaptability, Strategic Thinking, AI Enablement, Data Analysis, Organizational Leadership, Leadership Studies, AI powered creativity, Data Ethics, Large Language Modeling, AI Personalization, Model Training, Model Evaluation, AI Integrations, Prompt Engineering
Imperial College London
Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Evaluation, Deep Learning, Image Analysis, Model Training, Convolutional Neural Networks, Transfer Learning, Computer Programming, Model Optimization, Applied Machine Learning, Supervised Learning, Computer Vision, Artificial Neural Networks, Data Persistence
Skills you'll gain: Microsoft Azure, Data Lakes, Microsoft Power Platform, Data Governance, Data Quality, Data Dictionary, Metadata Management, Data Architecture, Data Management, Data Integration, Microsoft SQL Servers, Authorization (Computing), Identity and Access Management, Data Access, Role-Based Access Control (RBAC)
Duke University
Skills you'll gain: Rust (Programming Language), Containerization, Data Pipelines, CI/CD, Docker (Software), Jenkins, Application Deployment, DevOps, LLM Application, Continuous Integration, Hugging Face, Large Language Modeling, Test Case, Restful API, Serverless Computing, Generative AI, Command-Line Interface, Natural Language Processing, Computer Programming, Cloud Computing
University of Alberta
Skills you'll gain: Agile Software Development, Agile Methodology, Requirements Analysis, Software Development, Product Requirements, Requirements Management, Product Management, Software Development Methodologies, Software Engineering, Project Planning, Process Development, Project Management
John Wiley & Sons
Skills you'll gain: Human Resources, Human Resource Strategy, Human Resources Management and Planning, Talent Acquisition, Human Resource Management, Full Cycle Recruitment, Recruitment Strategies, Workforce Development, Human Resources Information System (HRIS), Compensation Management, People Management, Compensation Strategy, Workforce Planning, Human Resources Software, Benefits Administration, Recruitment, Interviewing Skills, Succession Planning, Talent Management, Human Resource Policies
Total Seminars
Skills you'll gain: Cloud Computing Architecture, Amazon Web Services, Solution Architecture, Security Controls, Amazon Elastic Compute Cloud, AWS CloudFormation, Amazon Redshift, Cloud Platforms, Cloud Services, Cloud Infrastructure, Cloud Development, Microservices, Amazon S3, Cloud Applications, Systems Architecture, AWS Kinesis, Cloud Security, Cloud Management, Cloud Storage, AWS Identity and Access Management (IAM)
Vanderbilt University
Skills you'll gain: Prompt Engineering, ChatGPT, Claude Code, Prompt Patterns, No-Code Development, Generative AI Agents, Engineering Software, AI Enablement, AI Orchestration, AI powered creativity, LLM Application, AI Product Strategy, Anthropic Claude, AI literacy, Agentic Workflows, AI Workflows, Decision Intelligence, Dashboard Creation, Artificial Intelligence, Large Language Modeling
The University of Sydney
Skills you'll gain: Design Thinking, Human Centered Design, Innovation, Design Reviews, Prototyping, Ideation, Design Strategies, Process Design, Design, Design Research, Usability Testing, User Feedback
Skills you'll gain: Adaptability, Web Presence, Lifelong Learning, Growth Mindedness, Resilience, Cognitive flexibility, Telecommuting, AI Personalization, Willingness To Learn, Digital Brand Strategy, digital literacy, Professional Development, Workforce Planning, Workflow Management, Proactivity, Market Opportunities, Audit Planning, Action Oriented, AI Enablement, AI literacy
University of Colorado Boulder
Skills you'll gain: Predictive Modeling, Predictive Analytics, Model Evaluation, Exploratory Data Analysis, Logistic Regression, Data Presentation, Business Analytics, Analytics, Statistical Visualization, Statistical Modeling, Data-Driven Decision-Making, Regression Analysis, Classification And Regression Tree (CART), Data Analysis, Applied Machine Learning, Classification Algorithms, Data Analysis Software, Microsoft Excel, Data Preprocessing, Data Cleansing
In summary, here are 10 of our most popular applied machine learning courses
- Real-Time Dashboards in Python: Streamlit & Live Data:Â Board Infinity
- AI Literacy for Everyone:Â University of Michigan
- Getting started with TensorFlow 2:Â Imperial College London
- Building a Modern Data Catalog with Microsoft Purview:Â Packt
- Rust Programming:Â Duke University
- Introduction to Software Product Management:Â University of Alberta
- Human Resources Kit For Dummies:Â John Wiley & Sons
- AWS Additional Services & Operational Excellence:Â Total Seminars
- Build Anything with AI: No Code Required:Â Vanderbilt University
- Innovation Through Design: Think, Make, Break, Repeat:Â The University of Sydney
