Things to know about Machine Learning – Indiqa Analytics
Things to know about Machine Learning: In the simplest of words, Machine Learning enables computers to perform tasks that were earlier performed by humans only. By using machine language, computer systems could analyze data and make accurate predictions. Systems typically do not use programmed language but statistics, mathematics, and data learning to make predictions.
Examples of Machine Learning Applications in Everyday Life
Understanding machine learning would be easier if you could find examples of its applications in everyday life. You will be amazed to know that we witness it every day without realization, for instance:
• A self-drive car could spot people crossing the road
• Identification of a SPAM mail
• Recognition of speech to generate captions
• Recommendation to users on Amazon or Netflix
• Alexa, Siri, Google Assistant
Types of Machine Learning
There are two types of Machine Learning –
• Supervised Learning – In this method, a set of inputs is fed in the system that will deliver desired outputs only. General methods are taught to computer for conversion of input to output
• Unsupervised Learning – There are no fixed inputs or algorithms in this approach. The computer must find its own structure and route to produce outputs with the help of hidden patterns in data itself.
Reason for Machine Learning Success
There are primarily two factors responsible for unparallel success of Machine Learning Concept –
• The vast data that includes images, videos, texts etc., which has contributed to better training of Machine Learning systems
• The use of Graphics Processing Units (GPUs) that really works as a powerhouse for machine-learning system when used in clustered form.
Machine Learning is an old concept but has become successful and in-demand during the recent years only. This is because of the improved performance of Machine Learning systems that ensures amazing results and accuracy in fields of speech, language, and vision.
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IndiQa Analytics is actively engaged in enabling people gain the right skill set, and take up challenging roles in the field of data science. There are people who are looking for transition to the fascinating world of data science; IndiQa Analytics helps them by imparting the training keeping in view the fact that they may or may not be from Programming/Technical background. The courses are designed in such a manner that even non- programmers can enrol, and learn the concepts very easily. IndiQa Analytics offers customized data science training for corporate and educational institutions.
Machine Learning Applications
Machine Learning Applications
