Big Data and Machine Learning are still in the early phase of development, still, there are not many resources available for new people to switch to the new languages. As the scope is building in both the new materials more and more people are thinking about moving forward with the new languages. Today let us discuss the future scope in these languages and techniques, and if someone must look ahead in stepping in the new pond, and find out if it can be dangerous or you will make it to the other end.
Better Algorithms with ML & BD
We have been using long algorithms and tough software which are making it difficult for us to make way for a better and optimized software. As more and more algorithms are going to make way with ML and BD we are going to save space, and optimize the program for better performance and efficiency. The point to learn both the new languages is to find the hidden pattern in data and use it to increase the efficiency of the machines to perform much better and with higher efficiency.
Better Learning
With both the BD and ML we are going to get better devices that can learn on their own. Learning of the devices are one thing, while on the other way it will become easier for the coder to write the codes, import the modules and finish the task of the machine to send it for testing where it will learn on its own and perform in the future.
With Big Data we are going to get better management of data in the future where acquiring the data will be much easy, currently we are in the basic stage of managing the data with the big data concepts, as and when we develop more concrete concepts it will be better for us to manage the data, and solve the algorithms much easily.
Personalization
Currently, with each and every code being written manually, it has been tough for us to write the codes manually for everyone. When these two are implemented in the machines we will have better personalization and even deeper personalization, as machines will be able to write the codes with the help of Machine Learning and Big Data. Even with these implemented just on the UI, we will have better recommendations and opinions from the backend making it better for the companies to sell their products.
We have known that after Big Data, Machine Learning was the next big step in the industry, and now we have both of them integrated with each other to a huge level. The next thing we are going to look forward apart from these are some new positions in the industry such as:
Chief Data Officer
Although we have a CEO in the industry now the Data officer will make it a better workflow, and look forward to a better way to store the data into the No –SQL databases. There will be new norm about the CDO being in the organization dealing with data, and this will boost the company’s performance about data storage and efficiency.
Data Scientists
This you might have seen in the recent times, but soon we are going to have most of the engineers migrate to being Data Scientists. They will be looking after the data and we will have professionals looking just after the data to find more and more logic being the data.
These are some of the predictions for the Big Data and Machine learning industry, if you are in the industry from quite a few whiles do let us know where the industry will head in the coming years in the comment section below.
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