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Cloud Platforms

6 courses · 6 coming soon

AWS SageMakerS3IAMCloudWatchSageMaker PipelinesAWS BedrockLambdaAPI GatewayClaude APITitan EmbeddingsAWS GlueRedshift
Coming Soon

Roadmap Courses

AWS Machine Learning Engineering with SageMaker

intermediateComing Soon

Build, train, and deploy ML models at scale using AWS SageMaker pipelines, endpoints, and built-in algorithms.

AWS SageMakerS3IAMCloudWatchSageMaker Pipelines
8 weeks
Coming Soon
I
Planned in the IODS roadmap

Generative AI on AWS with Bedrock

intermediateComing Soon

Leverage AWS Bedrock to build production generative AI applications using foundation models from Anthropic, Meta, and Amazon.

AWS BedrockLambdaAPI GatewayClaude APITitan Embeddings
6 weeks
Coming Soon
I
Planned in the IODS roadmap

AWS Data Engineering: Glue, Redshift & Lake Formation

intermediateComing Soon

Design serverless ETL pipelines and modern data warehouses using AWS Glue, Redshift Serverless, and Lake Formation.

AWS GlueRedshiftLake FormationAthenaS3
7 weeks
Coming Soon
I
Planned in the IODS roadmap

Azure Machine Learning & Azure OpenAI Service

intermediateComing Soon

Build end-to-end ML pipelines and integrate OpenAI models into enterprise applications using Azure ML Studio.

Azure MLAzure OpenAICognitive ServicesPrompt Flow
8 weeks
Coming Soon
I
Planned in the IODS roadmap

Azure Data Platform: Synapse Analytics & Cosmos DB

advancedComing Soon

Architect unified analytics solutions combining Synapse SQL pools, Spark pools, and globally distributed Cosmos DB.

Azure SynapseCosmos DBData FactoryAzure Databricks
8 weeks
Coming Soon
I
Planned in the IODS roadmap

Google Cloud AI & Data: Vertex AI and BigQuery ML

intermediateComing Soon

Train, evaluate, and serve ML models using Vertex AI pipelines and BigQuery ML for in-warehouse machine learning.

Vertex AIBigQueryBigQuery MLDataflowCloud Functions
7 weeks
Coming Soon
I
Planned in the IODS roadmap