10/30/2023 0 Comments Rstudio cloud pricingMust Read: Step wise guide to learn R Programming Why do you need the ‘cloud’?Īs discussed in the case study above, cloud is cheaper for handling big data than storage on local desktops, laptops or servers. This is where cloud computing comes in picture! Analyzing it is a separate challenge in itself.Įven if I would have downloaded the dataset, the only way to do meaning computation through non-cloud way was by buying new machine – not a very practical solution. If, I would have thought of solving this problem on my laptop, I would have run out of my internet plan in just downloading the dataset. For example, most of the analysis I normally do is on a few GBs of data – sufficient to run on my laptop directly. However, recently Microsoft released ~400 GB of data about Malware and viruses on Kaggle. Gone are the days, when you purchase a server for a particular capacity and then need to purchase a new one, when you grow out of the previous capacity. However, with services from the likes of Amazon, Google and Microsoft, cloud services are now accessible to any analyst. Using cloud services, companies today collect, store and analyze huge amount of data, which was almost non-thinkable before. It has enabled organizations to scale quickly and easily. Furthermore, you will also learn about the benefits of using R over cloud as compared to the traditional desktop or Local client / Server architecture.Ĭloud – an enabling platform for data science:Ĭloud computing has witnessed an unparalleled growth and penetration in last few years. We have explained the concept of cloud computing using R programming and RStudio using a step-wise methodology. In today’s article, we will enable you to take your analytics capabilities to next level by using Cloud computing. The impact of this change has been across the spectrum – Organizations, people and Products. SMAC is a collective term referring to changes happening in Social, Mobile, Analytics and Cloud. Almost any domain / business today is being transformed through SMAC.
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