At present, Machine Learning and data science as a whole is an incredibly booming field as it is capable of delivering powerful solutions that might be difficult to imagine using rule-based programmes. Data, however, is the biggest bottleneck of any system for machine learning. Today, we may be able to think of very creative machine-learning – based solutions but, if the relevant data is not available, it would not be technically feasible to implement any of them.
There are several ways to access publicly accessible data from the internet. It is almost impossible to obtain the information that might be private to users or organisations. And, our ability to use private data implicitly while preserving the values of security and privacy will actually define the nature of machine learning in the future. it’s practically possible to build a ton of solutions using the publically available data, we’ll hit the dead-end at some point.
Machine Learning is a vast spectrum, and in near future its scope is very high. In future the Machine Learnig Techniques and ALgorithms will be used in different spectrum and different fields. For eg:- medical, marketing, cyber security, education, search engines.
What Field Requires Machine Learning?
Marketing :- It helps customer to provide more good service from The Machine Learning techniques used. To sell the product according to the need of the customer by analysing the data’s.
Medical:- Its helps medical proffesionals to get better insights and knowledge through Machine Learning and take proper health related decisions. creating robots for assistance, health care chatbots for ease of normal infection or disease caused. they can provide knowledge through basis questtionaire and provide the necessary medication
Cyber Security:- Machine Learning can help in analysing the data from the various types of attack on system by hackers, which will help to provide aid and prevent such attacks in future.
Education:- Machine learning has a huge impact on future education. It can help a student to choose proper career according to their skills and interest by analysing the datas. It can help in detecting the students and teachers behaviour. This Observation can be analysed to learn the student better and help them in improvement for the better future.
Voice Assistance:- Machine Learning and Artificial Intelligence has a huge impact because it is much needed for voice assitance. Some example of it are Siri, Alexa, google assistant. Most of them are at beginning state and much more improvement is needed and will be seen in near future. If you know the Jarvis from the iron man movie, to achieve such level, Deep Research in Machine Learning and Artificial intelligence should increase.
Job Opportunites:- As all most of the fields require Machine Learning, so the Job Opportunites for ML Engineer and analyist is much more in the future.
Search Engine:- Machine Learning Helps to improve the search result more relevant to the person Searching the topic. It will help also help in Sales and e-commerce indsutries.