Introduction
The exponential growth of machine learning and its relevance to business intelligence has incentivized various types of businesses to adopt machine learning courses. These machine learning courses serve the purpose of training employees for future skills and related transformation in the digital industry. The machine learning courses in Bangalore are extremely popular among both professionals and amateurs due to their alignment with digital skills.
It is predicted that the machine learning market will acquire a net worth of 100 billion US dollars by the end of 2025. This means that various sectors which have been uninfluenced by machine learning will take interest in this subject. In this article, we explore the various domains which will come under the umbrella of machine learning in the near future.
Quantum computing
Quantum computing will be largely influenced by various types of machine learning techniques in the future. The various types of quantum processes that require high processing capabilities will be benefited from deep learning algorithms. With the help of machine learning, various multipurpose operations will be performed in a hassle-free manner. Needless to mention, machine learning will aid in Quantum Computing by predicting the outcomes of events in a very precise way.
AutoML
AutoML will help in the automation of real-life tasks by the application of advanced machine learning algorithms. AutoML would automate the various stages of data processing as well as feature engineering. It will also help in feature extraction and dimensionality reduction. With the help of AutoML, we would be able to choose only useful features and discard the redundant ones. In this way, it will help in feature selection as well as hyper-parameter optimization. In addition to this, the automated machine learning techniques will also be useful in continuous monitoring of the deployed models.
Industrial glimpses of machine learning
The techniques of machine learning will significantly influence a large number of industrial domains. The three prominent sectors which will be influenced include the healthcare industry, the manufacturing industry, and the automotive industry. In the healthcare industry, machine learning will be pivotal in disease prediction and drug discovery. It will also help in keeping a track of the health records of patients in a digital repository. In the manufacturing sector, machine learning will significantly reduce the cost and enhance quality control. Similarly, in the automation sector, we will see the deployment of not only self-driving cars but also flying taxis.
Concluding remarks
Machine learning will help in the development of such products and services that prove to be assets for various application domains in the near future.
