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.
University of Michigan
Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Statistical Analysis, Jupyter, Data Structures, Data Cleansing, Data Processing, Pivot Tables And Charts, Data Science, Data Wrangling, Data Analysis, Data-Driven Decision-Making, Data Transformation, Exploratory Data Analysis, Python Programming, Statistical Hypothesis Testing, Data Import/Export, Programming Principles
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Large Language Modeling, Prompt Patterns, Fine-tuning, Generative AI, Generative Model Architectures, LLM Application, Retrieval-Augmented Generation, Model Training, Natural Language Processing, Model Evaluation, Data Cleansing, Model Optimization
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Social Network Analysis, Social Media Analytics, Network Analysis, Data Analysis, Analytical Skills, Statistical Analysis, Social Sciences, Research, Data Collection, AI Personalization, Sociology, Data Transformation, Persuasive Communication, Application Programming Interface (API), Extract, Transform, Load, Media and Communications, Scripting, Psychology
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Version Control, Debugging, Software Design Patterns, Object Oriented Design, Program Development, Object Oriented Programming (OOP), Software Development, Software Versioning, Git (Version Control System), Programming Principles, Software Design, Computer Programming, Software Engineering, Software Development Tools
★ 4.5 (6) · Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: AI Integrations, Amazon Web Services, Code Review, AI Workflows, Integrated Development Environments, Software Development Tools, Software Development, Development Environment, Automation, Debugging
Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Return On Investment, Entrepreneurship, Social Impact, Capital Budgeting, Entrepreneurial Finance, Investment Management, Investments, Due Diligence, Fundraising, Business Metrics, Key Performance Indicators (KPIs), Performance Measurement, Growth Strategies, Capital Markets, Finance, Business Development, Financial Management, Stakeholder Communications, Business Strategy, Business Management
★ 4.7 (7) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Lifelong Learning, Productivity, Prioritization, Goal Setting, Prompt Engineering, Willingness To Learn, AI Personalization, Database Development, AI literacy, Dashboard, Strategic Prioritization, Database Design, Database Software, Relational Databases, Databases, Database Management, Time Management, Organizational Skills, Workflow Management, Personal Development
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Git (Version Control System), Version Control, Software Versioning, Software Development Tools, Software Installation, Software Configuration Management, Development Environment, Ubuntu, Command-Line Interface, Linux, File Management
Beginner · Course · 3 - 6 Months
Skills you'll gain: Closing (Sales), Selling Techniques, Entrepreneurship, Lifelong Learning, Ideation, Willingness To Learn, Professional Networking, Adaptability, Accounting Systems, Growth Mindedness, Overcoming Objections, New Product Development, Sales, New Business Development, Brand Strategy, Business Development, Business Planning, Customer Acquisition Management, Business Management, Marketing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Linux Servers, Linux Administration, Command-Line Interface, Bash (Scripting Language), Apache, Performance Tuning, Operating System Administration, Shell Script, Linux Commands, Web Servers, Server Administration, Unix Shell, Systems Administration, System Monitoring, Network Monitoring, Scripting, Servers, Unix Commands, Application Servers, File Systems
Intermediate · Course · 1 - 3 Months

HubSpot Academy
Skills you'll gain: Data Visualization, HubSpot CRM, Dashboard, Business Reporting, Customer Relationship Management (CRM) Software, Customer Relationship Management, Content Performance Analysis, Performance Reporting, Forecasting, Business Metrics, Sales Enablement, Sales Process, Performance Metric, Sales, Data-Driven Decision-Making, Customer Service, Customer Data Management, Customer Success Management, Marketing Analytics, Customer Engagement
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Unreal Engine, Virtual Environment, Video Game Development, Game Design, Animation and Game Design, User Interface (UI)
Beginner · Course · 1 - 4 Weeks