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
Google Cloud
Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Applied Machine Learning, Data Preprocessing
Skills you'll gain: Power BI, Data Ethics, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Business Intelligence, Advanced Analytics, Data Analysis Expressions (DAX), Analytics, Data-Driven Decision-Making, Exploratory Data Analysis, Trend Analysis, Time Series Analysis and Forecasting, Scatter Plots, Forecasting, Geospatial Information and Technology, Root Cause Analysis
Skills you'll gain: Microsoft Azure, Virtual Machines, Virtualization and Virtual Machines, Cloud Development, Cloud Deployment, Application Deployment, Linux, Full-Stack Web Development, Web Applications, Node.JS, MongoDB
University of Amsterdam
Skills you'll gain: Laboratory Experience, Laboratory Techniques, User Feedback, Experimentation, Research
Skills you'll gain: Azure Active Directory, Active Directory, Microsoft Azure, Multi-Factor Authentication, Authentications, User Accounts, Security Engineering, Authorization (Computing), Identity and Access Management, User Provisioning, Single Sign-On (SSO), Hybrid Cloud Computing, Self Service Technologies
DeepLearning.AI
Skills you'll gain: LangGraph, LangChain, AI Workflows, LLM Application, Agentic systems, Prompt Engineering, Data Persistence, Context Management, Human Centered Design
Johns Hopkins University
Skills you'll gain: Political Sciences, Policy Analysis, Social Justice, Social Sciences, Public Policies, Game Theory, Demography, Logical Reasoning, Applied Mathematics
Vanderbilt University
Skills you'll gain: Generative AI, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Algorithms
Johns Hopkins University
Skills you'll gain: Systems Thinking, Epidemiology, Systems Analysis, Social Network Analysis, Simulations, Health Disparities, Network Analysis, Public Health, Policy Analysis, Social Determinants Of Health, Behavioral Health, Economics, Software Installation
Skills you'll gain: Salesforce Development, Application Deployment, Security Management, Customer Relationship Management (CRM) Software, Data Management, Workflow Management, Account Management, Training and Development, Business Process Automation, Customer Service, Security Controls
Skills you'll gain: Game Design, Programming Principles, Python Programming, Scripting, Computer Programming, Scripting Languages, Computer Science
Fundação Instituto de Administração
Skills you'll gain: Innovation, Strategic Decision-Making, Competitive Analysis, Ideation, Entrepreneurship, Organizational Strategy, Business Strategy, Plan Execution, Strategic Thinking, Project Risk Management, Sustainable Business, Corporate Strategy, Risk Management, Value Propositions, New Product Development, Presentations, Business Management, Business Strategies, Entrepreneurial Finance, Business Risk Management
In summary, here are 10 of our most popular applied machine learning courses
- Working with Notebooks in Vertex AI:Â Google Cloud
- Visualization for Data Analysis with Power BI:Â Microsoft
- Deploy a website with Azure Virtual Machines:Â Microsoft
- Teaching in University Science Laboratories (Developing Best Practice):Â University of Amsterdam
- Secure Access with Azure Active Directory:Â Microsoft
- AI Agents in LangGraph:Â DeepLearning.AI
- The Mathematics of Democracy, Politics and Manipulation:Â Johns Hopkins University
- The History and Relevance of the Rise of Generative AI:Â Vanderbilt University
- Systems Science and Obesity:Â Johns Hopkins University
- Salesforce Admin Certification Preparation:Â LearnKartS
