Nelay Apu

  Big data:   Big data is an increasingly important aspect of the modern world, as organizations generate and collect an ever-growing amount of information. This information can provide valuable insights and help companies make informed decisions, but it can also be overwhelming to deal with. In this blog post, we'll explore what big data is, why it's important, and how you can use it to your advantage. What is big data? Big data refers to extremely large datasets that cannot be processed by traditional data processing tools. This data can come from a variety of sources, including social media, e-commerce, and machine-generated data from IoT devices. The characteristics of big data are volume, velocity, and variety.   Volume refers to the sheer size of the data, velocity refers to the speed at which it's generated, and  variety refers to the different types of data being collected. Why is big data important? Big data provides organizations with the opportunity to ...

 Artificial intelligence (AI) has the potential to automate certain tasks that are performed by data analysts, such as data cleaning, feature selection, and model selection. However, data analysts also perform other tasks that are difficult to automate, such as interpreting results, identifying patterns, and communicating findings to stakeholders. As AI technology continues to advance, it may be able to perform some of these tasks more effectively, but it is unlikely to completely replace data analysts. Instead, it is more likely that AI will augment the work of data analysts by assisting with the more repetitive and time-consuming tasks, allowing data analysts to focus on more complex and high-level tasks. Additionally, the field of data analytics is constantly evolving, new techniques and technologies are emerging, and data analytics are required to stay current and continuously learn new skills, which an AI model can't replicate. So, while AI may be able to automate certain asp...