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.
Duke University
Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, R (Software), Web Scraping, Ggplot2, Model Evaluation, Statistical Reporting, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: File I/O, Code Reusability, File Systems, Command-Line Interface, Python Programming, Package and Software Management, File Management, Scripting, Data Structures, Development Environment, Simulations
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsive Web Design, HTML and CSS, Cascading Style Sheets (CSS), Front-End Web Development, Bootstrap (Front-End Framework), Web Design and Development, jQuery, Web Design, Web Development, Javascript and jQuery, Hypertext Markup Language (HTML), Web Applications, UI Components, User Interface (UI), Animations, Javascript, Event-Driven Programming
Beginner · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Software Architecture, Amazon Web Services, API Gateway, Amazon DynamoDB, IT Automation, Middleware, Software Development, Python Programming, Service Oriented Architecture, Systems Architecture, Microservices, Cloud API, Serverless Computing, Cloud Applications, Cloud-Based Integration, Application Frameworks, Databases, Scripting, Database Systems, Application Development
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft SQL Servers, SQL, Database Development, Database Software, Database Design, Database Theory, Stored Procedure, Databases, Relational Databases, Transact-SQL, Database Systems, Database Architecture and Administration, Query Languages, Data Integrity, Microsoft Development Tools, Scripting, Authentications, User Accounts
Beginner · Course · 1 - 3 Months

Novartis
Skills you'll gain: Pre-Clinical Development, Drug Development, Pharmaceuticals, Pharmacology, Clinical Research, Clinical Trials, Pharmaceutical Terminology, Medication Administration, Chemistry, Analytical Testing
Intermediate · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Identity and Access Management, Azure Active Directory, IT Automation, Microsoft Azure, Network Planning And Design, Virtual Networking, Authorization (Computing), Network Administration, Authentications, User Provisioning, Infrastructure as Code (IaC), General Networking, Active Directory, Network Security, Network Troubleshooting, Hybrid Cloud Computing, Windows PowerShell, Cloud Deployment, Command-Line Interface
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Responsible AI, Employee Engagement, Driving engagement, Drive Engagement, HR Tech, People Analytics, AI Personalization, AI Enablement, Generative AI Agents, Employee Surveys, Human Resource Strategy, Data Ethics, Real Time Data, User Feedback, Data-Driven Decision-Making, Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, AI Security, Large Language Modeling, Google Cloud Platform, AI Enablement, AI Integrations, Data Literacy, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Artificial Intelligence, Machine Learning
Beginner · Course · 1 - 4 Weeks

Whizlabs
Skills you'll gain: Virtual Networking, Microsoft Azure, Network Troubleshooting, Virtual Private Networks (VPN), Network Architecture, Load Balancing, Network Administration, Virtual Machines, Security Controls, Network Security, Network Monitoring, Scalability, Hybrid Cloud Computing, Distributed Denial-Of-Service (DDoS) Attacks
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Mergers & Acquisitions, Due Diligence, Financial Analysis, Corporate Strategy, Case Studies, Business Valuation, Investment Banking, Risk Management, Corporate Finance, Business Strategies, Risk Analysis, Business Strategy, Strategic Thinking, Market Dynamics
Mixed · Course · 1 - 4 Weeks

Council on Foreign Relations
Skills you'll gain: International Relations, Diplomacy, World History, Political Sciences, Public Policies, International Finance, Economics, Policy, and Social Studies, Climate Change Programs, Public Health, Economic Development, Governance, Policy Development, Social Sciences, Environmental Issue, Socioeconomics, Policy Analysis, Research, and Development, Policy Analysis, Economics, Decision Making, Strategic Thinking
Beginner · Specialization · 3 - 6 Months