Python machine learning courses can help you learn data preprocessing, model selection, and evaluation techniques. You can build skills in implementing algorithms like regression, classification, and clustering, as well as working with neural networks. Many courses introduce tools such as TensorFlow, Scikit-learn, and Pandas, showing how these technologies support the development of AI applications and enhance your ability to analyze and interpret complex datasets.

Skills you'll gain: Kubernetes, Docker (Software), Containerization, DevOps, Application Deployment, Scalability, Load Balancing, YAML, Capacity Management, Disaster Recovery, System Monitoring, Maintainability, Command-Line Interface
Intermediate · Guided Project · Less Than 2 Hours

Simplilearn
Skills you'll gain: Generative AI, Software Development Tools, Code Review, Application Development, Computer Programming Tools, Prompt Engineering, Maintainability, Integrated Development Environments, Software Quality (SQA/SQC), Artificial Intelligence, Debugging
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Gemini, Scripting, Google Cloud Platform, Test Script Development, Cloud API, LLM Application, Geographic Information Systems, Generative AI, Prompt Engineering, Development Environment
Intermediate · Project · Less Than 2 Hours

Coursera
Skills you'll gain: Technical Communication, LLM Application, Debugging, Anomaly Detection, Root Cause Analysis, Pandas (Python Package), Business Metrics, Data Analysis Expressions (DAX), Data Analysis, Analysis, Data Processing, Data Manipulation, Performance Metric, Generative AI, Customer Retention, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Data Governance, Database Management, Database Systems, Databases, NoSQL, SQL, MongoDB, Relational Databases, Big Data, Graph Theory, Data Storage, Apache Hadoop, Data Manipulation
Build toward a degree
Mixed · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, Application Deployment, Cloud Deployment, Containerization, Prometheus (Software), Cloud-Native Computing, Docker (Software), Data Persistence, Amazon Web Services, DevOps, Scenario Testing, Cloud Computing, Role-Based Access Control (RBAC), Cloud Infrastructure, YAML, Network Troubleshooting, Ubuntu, System Monitoring, Cloud Computing Architecture, Virtual Networking
Beginner · Specialization · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Mathematics Education, Education Software and Technology, Simulations, Pedagogy, Digital pedagogy, Design Reviews, Lesson Planning, Simulation and Simulation Software, Survey Creation, Interactive Design, Web Content Accessibility Guidelines, Design Thinking, Science and Research, User Feedback, Chemistry, Research, Experimentation, Physics, Technical Support, Biology
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Project Risk Management, Project Management, Agile Methodology, Project Management Life Cycle, Compliance Management, Agile Project Management, Scope Management, Business Process, Requirements Management, Project Planning, Project Management Institute (PMI) Methodology, Project Schedules, Governance, Change Management, Procurement
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Lean Methodologies, Data-Driven Decision-Making, Kaizen Methodology, Process Improvement, Workflow Management, Operational Efficiency, Scaled Agile Framework, Process Mapping, Business Process, Agile Methodology, Sprint Retrospectives, Business Transformation, Business Process Modeling, Value Engineering, Agile Product Development, Continuous Improvement Process, Agile Project Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Unreal Engine, Animations, 3D Assets, Game Design, Video Game Development
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Extensible Markup Language (XML), Visualization (Computer Graphics), Cascading Style Sheets (CSS), Computer Graphics, Web Components, Animations, Typography, Semantic Web, Web Content Accessibility Guidelines, Scalability
Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Statistical Hypothesis Testing, Data-Driven Decision-Making, LLM Application, Performance Metric, Statistical Analysis, Test Script Development, Large Language Modeling, Business Metrics, Model Evaluation, Prompt Engineering, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks