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.

Google Cloud
Skills you'll gain: Data Lakes, Data Governance, Data Architecture, Data Warehousing, Advanced Analytics, Data Management, Operational Databases, Google Cloud Platform, Machine Learning Methods, Cloud Storage, Data Processing, Open Source Technology
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Cloud Applications, Cloud Development, Application Development, Google Cloud Platform, API Gateway, Application Programming Interface (API), Cloud API, Serverless Computing, Authentications, Identity and Access Management, Secure Coding, Node.JS, Event-Driven Programming, Back-End Web Development, Authorization (Computing)
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Predictive Analytics, Big Data, Predictive Modeling, Advanced Analytics, Google Cloud Platform, MLOps (Machine Learning Operations), Data Analysis, Machine Learning Methods, Data Modeling
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Data Preprocessing, Development Environment
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, AI Enablement, Semantic Web, Generative AI, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Product Development, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Data Preprocessing, Analytics, Control Systems, Embedded Software, Internet Of Things, Machine Controls, Engineering, Scientific, and Technical Instruments, Human Computer Interaction, Embedded Systems
Credit offered
Graduate Certificate · 6 - 12 Months

Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Google Cloud Platform, Open Source Technology, MLOps (Machine Learning Operations), Model Evaluation, Data Quality
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Google Cloud Platform, Real Time Data, Extract, Transform, Load, Big Data, Software Architecture, Data Processing, Cloud Services, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Large Language Modeling, Natural Language Processing, Transfer Learning, Embeddings, Model Evaluation
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Role-Based Access Control (RBAC), Application Deployment, Cloud Deployment, Content Management Systems, Continuous Deployment, Web Development Tools, Restful API, Package and Software Management, Application Programming Interface (API), Node.JS, Server Administration, GitHub, Configuration Management, Systems Administration, UI Components
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Applications, Cloud Development, Google Cloud Platform, Application Development, Cloud API, Cloud Storage, Application Design, Data Storage, Node.JS, Scalability
Intermediate · Course · 1 - 3 Months