Data and AI platform training

10,271 trainings · 69 hand-checked

Machine learning courses

Training, tuning and operating models: deep learning, MLOps and data science.

FreeFundamentals of Machine Learning and Artificial IntelligenceDigital course on core AI, ML, deep learning and generative AI terms plus AWS services that use AI and ML.AWS · Self-paced · 1 h · BeginnerCourse →FreeDeep Reinforcement Learning CourseHugging Face course on deep reinforcement learning with Stable Baselines3, Sample Factory and CleanRL.Hugging Face · Self-paced · Weekly paceCourse →FreeOperationalize machine learning models (MLOps)Learn how to design, train, optimize, automate, deploy, and monitor machine learning models with Azure Machine Learning and GitHub Actions.Prepares for Microsoft Certified: Machine Learning Operations Engineer AssociateMicrosoft · Self-paced · 5 h 44 min · IntermediateCourse →FreeData Science Workshop (Badge 6)Hands-on badge workshop with Cortex Playground, Cortex Analyst, LLMs, prompt engineering, forecasting and classification.Snowflake · Self-paced · 8 to 12 hoursCourse →PaidMachine Learning Engineering on AWSThree-day classroom course on ML engineering on AWS, including CI/CD pipelines for ML workflows.AWS · Instructor-led · 3 days · IntermediateCourse →PaidIntroduction to AI and Machine Learning on Google CloudCourse on Google Cloud AI and ML tools across the data-to-AI lifecycle for generative and predictive AI projects.Prepares for Professional Machine Learning EngineerGoogle Cloud · Self-paced · 8 h · BeginnerCourse →UnverifiedPaidBuild machine learning solutions using Azure Databricks (DP-3014)Azure Databricks is a fully managed, cloud-based data analytics platform, which empowers developers to accelerate AI and innovation by simplifying the process of building enterprise-grade data applications.Microsoft · Instructor-led · 1 day · IntermediateCourse →UnverifiedPaidImplement a data science and machine learning solution for AI with Microsoft Fabric (DP-604T00)This course is designed to build practical skills in implementing data science and machine learning solutions using Microsoft Fabric.Microsoft · Instructor-led · 1 day · BeginnerCourse →PaidOperationalize machine learning and generative AI solutions (AI-300T00)This course prepares learners to design, implement, and operate Machine Learning Operations (MLOps) and Generative AI Operations (GenAIOps) solutions on Azure.Prepares for Microsoft Certified: Machine Learning Operations Engineer AssociateMicrosoft · Instructor-led · 4 days · IntermediateCourse →PaidData Science TrainingThree-day class on data science workloads in Snowflake: ML datasets, open source ML libraries and model deployment.Snowflake · Instructor-led · 3 daysCourse →
Course
Fundamentals of Machine Learning and Artificial IntelligenceDigital course on core AI, ML, deep learning and generative AI terms plus AWS services that use AI and ML.FreeAWS · Beginner · 1 h
Deep Reinforcement Learning CourseHugging Face course on deep reinforcement learning with Stable Baselines3, Sample Factory and CleanRL.FreeHugging Face · Weekly pace
Operationalize machine learning models (MLOps)Learn how to design, train, optimize, automate, deploy, and monitor machine learning models with Azure Machine Learning and GitHub Actions.FreeMicrosoft · Intermediate · 5 h 44 min · prepares for Machine Learning Operations Engineer Associate
Data Science Workshop (Badge 6)Hands-on badge workshop with Cortex Playground, Cortex Analyst, LLMs, prompt engineering, forecasting and classification.FreeSnowflake · 8 to 12 hours
Machine Learning Engineering on AWSThree-day classroom course on ML engineering on AWS, including CI/CD pipelines for ML workflows.PaidAWS · Intermediate · 3 days
Introduction to AI and Machine Learning on Google CloudCourse on Google Cloud AI and ML tools across the data-to-AI lifecycle for generative and predictive AI projects.SubscriptionGoogle Cloud · Beginner · 8 h · prepares for Professional Machine Learning Engineer
Build machine learning solutions using Azure Databricks (DP-3014)UnverifiedAzure Databricks is a fully managed, cloud-based data analytics platform, which empowers developers to accelerate AI and innovation by simplifying the process of building enterprise-grade data applications.Via partnersMicrosoft · Intermediate · 1 day
Implement a data science and machine learning solution for AI with Microsoft Fabric (DP-604T00)UnverifiedThis course is designed to build practical skills in implementing data science and machine learning solutions using Microsoft Fabric.Via partnersMicrosoft · Beginner · 1 day
Operationalize machine learning and generative AI solutions (AI-300T00)This course prepares learners to design, implement, and operate Machine Learning Operations (MLOps) and Generative AI Operations (GenAIOps) solutions on Azure.Via partnersMicrosoft · Intermediate · 4 days · prepares for Machine Learning Operations Engineer Associate
Data Science TrainingThree-day class on data science workloads in Snowflake: ML datasets, open source ML libraries and model deployment.PaidSnowflake · 3 days