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.

Skills you'll gain: Plotly, PyTorch (Machine Learning Library), NumPy, Matplotlib, Object Oriented Programming (OOP), Pandas (Python Package), Plot (Graphics), Data Structures, Unit Testing, Python Programming, File I/O, Data Visualization Software, Algorithms, Interactive Data Visualization, Machine Learning Methods, Test Case, Computational Thinking, Programming Principles, Computer Programming, Code Reusability
Intermediate · Specialization · 3 - 6 Months

Nikolai Schuler
Skills you'll gain: Data Storytelling, Power BI, Interactive Data Visualization, Data Visualization, Advanced Analytics, Data Modeling, Data Transformation, Dashboard Creation, Data Visualization Software, Data Analysis, Data Cleansing, Performance Tuning
Beginner · Course · 1 - 3 Months

Skills you'll gain: Power Electronics, Basic Electrical Systems, Electronic Systems, Electronic Components, Electrical Power, Electrical Engineering, Electrical Systems, Semiconductors, Electric Power Systems, Electronics, Energy and Utilities, Control Systems, Machine Controls
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: SQL, Metadata Management, SAS (Software), Data Maintenance, Data Management, Relational Databases, Data Manipulation, Data Transformation, Query Languages, Data Governance, Data Integrity, Automation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Architectural Drawing, AutoCAD, Technical Drawing, Drafting and Engineering Design, Computer-Aided Design, Engineering Drawings, Commercial Construction, Building Design, Architectural Design
Beginner · Course · 1 - 4 Weeks

STARWEAVER
Skills you'll gain: Generative AI Agents, CrewAI, AI Orchestration, Generative AI, Agentic Workflows, AI Workflows, Agentic systems, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Artificial Intelligence, AI Integrations, Large Language Modeling, Model Deployment, Responsible AI, Retrieval-Augmented Generation, Application Deployment, Collaboration, Data Integration, Logical Reasoning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: GIS Software, Geographic Information Systems, Spatial Data Analysis, Geospatial Information and Technology, Spatial Analysis, Data Validation, Metadata Management, Data Quality, Data Analysis, File Management, Package and Software Management, Development Environment, Software Installation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Project Controls, Project Schedules, Scheduling, Project Estimation, Timelines, Project Management, Time Management, Milestones (Project Management), Project Planning, Estimation, Project Management Software, Project Management Institute (PMI) Methodology, Resource Allocation, Resource Planning, Project Risk Management, Practice Management, Dependency Analysis, Resource Management, Key Management, LESS
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Time Series Analysis and Forecasting, Data Visualization, Statistical Visualization, Plot (Graphics), Data Preprocessing, Box Plots, Anomaly Detection, Plotly, Exploratory Data Analysis, Data Processing, Descriptive Analytics, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Environmental Issue, Environment, Environmental Monitoring, Physical Science, Hydrology, Environmental Science, Social Studies, World History, Scientific Methods
Beginner · Course · 1 - 3 Months

Skills you'll gain: Seaborn, Exploratory Data Analysis, Statistical Visualization, Data Visualization, Data Visualization Software, Scatter Plots, Interactive Data Visualization, Data-Driven Decision-Making, Jupyter, Data Analysis Software, Analysis, Correlation Analysis, Data Structures, Strategic Decision-Making, Decision Making
Mixed · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: PHP (Scripting Language), Model View Controller, Restful API, Secure Coding, Web Development, Object-Relational Mapping, Web Applications, Full-Stack Web Development, Development Environment, Software Testing, Development Testing, Back-End Web Development, Security Controls, API Design, Application Frameworks, Database Management, Web Frameworks, Application Programming Interface (API), Application Security, Database Development
Beginner · Course · 1 - 4 Weeks