Best Cloud Environment to choose for cost saving and use on Analytics and AI

Best Cloud Environment to choose for cost saving and use on Analytics and AI – Best cloud environment for cost savings and analytics, AI workloads depends on various factors such as your specific requirements, budget considerations, and the features offered by different cloud providers. As of my last knowledge update in January 2022, here are some popular cloud providers known for their capabilities in analytics and AI, with an emphasis on cost-effectiveness:

• Amazon Web Services (AWS):

  • AWS offers a wide range of services for analytics and AI, such as Amazon Redshift for data warehousing, Amazon S3 for storage, and Amazon SageMaker for machine learning AI.

  • AWS provides a pay-as-you-go pricing model, allowing you to pay only for the resources you use.

  • https://aws.amazon.com/pm/ec2-graviton/?gclid=Cj0KCQiAyKurBhD5ARIsALamXaGNBGT2SWpu5zn0Mt-hTO4w1HEnknQy1n9ct8WUeYRWbXJl0ngO7GcaAhnGEALw_wcB&trk=dab92267-e340-4581-bd5d-746cf58f7be9&sc_channel=ps&ef_id=Cj0KCQiAyKurBhD5ARIsALamXaGNBGT2SWpu5zn0Mt-hTO4w1HEnknQy1n9ct8WUeYRWbXJl0ngO7GcaAhnGEALw_wcB:G:s&s_kwcid=AL!4422!3!525855180470!p!!g!!amazon%20web%20servers!13385421284!122610751629

• Microsoft Azure:

  • Azure has a strong set of services for analytics and AI, including Azure Synapse Analytics and Azure Machine Learning and AI.

  • Azure often provides hybrid cloud solutions, allowing integration with on-premises infrastructure.

  • Cost management tools like Azure Cost Management help in optimizing expenses.

  • https://learn.microsoft.com/en-us/azure/

• Google Cloud Platform (GCP):

  • GCP offers BigQuery for analytics and AI Platform for machine learning.

  • Google Cloud is known for its data analytics capabilities and has a reputation for being developer-friendly.

  • Pricing is competitive, and sustained use discounts are available.

  • https://cloud.google.com/docs

• IBM Cloud:

  • IBM Cloud has offerings like Db2 on Cloud for databases and Watson Studio for AI.

  • IBM Cloud provides a range of services for data and AI, and it can be a good choice if you have specific requirements or existing IBM solutions.

  • https://www.ibm.com/consulting/cloud?utm_content=SRCWW&p1=Search&p4=43700075080992253&p5=p&gclid=Cj0KCQiAyKurBhD5ARIsALamXaE2ug-PBoo17BIhx5A_WnAHVCH2sK7nAxgO4IolBHjtDslTaqxRlfUaAg0pEALw_wcB&gclsrc=aw.ds

• Alibaba Cloud:

  • Alibaba Cloud is a major player in the cloud market, especially in the Asia-Pacific region.

  • It offers services like MaxCompute for analytics and Machine Learning Platform for AI.

  • https://www.alibabacloud.com/help/en

When considering cost savings, it’s crucial to understand your specific workload characteristics, as well as the pricing models of each cloud provider. Additionally, regularly monitoring and optimizing your usage through tools provided by the cloud platforms can help control costs.