MACHINE LEARNING
INDEX • • • • • • • •
Introduction To Machine Learning(ML) What Is ML Why ML Is So Popular ML Classifications Uses Of ML Applications Of ML Advantages Of ML About Avgi Solutions
INTRODUCTION TO ML Machine learning (ML) is an art of developing algorithms without explicitly programming. In the past two decades, Exabyte of data has been generated and most of the industries have been fully digitized. This existing data is used by Machine learning (ML) algorithms to develop predictive models and automate several time-consuming tasks.
WHAT IS ML Machine learning is defined as the sub field of AI that focuses on the development of the computer programs which have the access to data by providing system the ability to learn and improve automatically by finding patterns in the database without any human interventions or actions. Machine Learning allows us to discover patterns in existing data after that create and make use of a model who identifies those patterns in innovative data
WHY ML IS SO POPULAR • Plenty of data • Lots of computer power • Effective machine learning algorithm
CLASSIFICATION 1. Supervised Machine Learning 2. Unsupervised Machine Learning 3. Semi-Supervised Machine Learning 4. Reinforcement Machine Learning 5. Self-Learning 6. Feature Learning 7. Sparse Dictionary Learning
USES OF ML • Image Recognition The face recognition is also one of the great features that have been developed by machine learning only. It helps to recognize the face and send the notifications related to that to people. • Voice Recognition Machine learning (ML) also helps in developing the application for voice recognition. It also referred to as virtual personal assistants (VPA). It will help you to find the information when asked over the voice.
USES OF ML • Predictions It helps in building the applications that predict the price of cab or travel for a particular duration and congestion of traffic where can be found. While booking the cab and the app estimates the approximate price of the trip that is done by the uses of machine learning only. • Videos Surveillance It helps to detect the crime or any miss happening that is going to happen before it happens. It helps in tracking the unusual behavior of people like napping on benches and standing still from a long time, stumbling etc.
USES OF ML • Social Media Platform Social Media is being used for providing better news feed and advertisement as per the user’s interest is mainly done through the uses of machine learning only. • Spam and Malware Email clients use a number of spam filtering and these spam filters are continuously getting updated and these are mainly done by the uses of machine learning.
APPLICATIONS
1. Manufacturing 2. Marketing 3. Healthcare 4. Digital Media and Entertainment 5. E-commerce 6. Energy 7. Banking and Financial
8. Automobile 9. Customer Service 10. Governance and Surveillance 11. Insurance 12. Human Resource Management 13. Transportation 14. Art and Creativity
ADVANTAGES • It easily identifies the trends and patterns • There is no human intervention needed for the program as it is automated • They keep improving inaccuracy by themselves • They can handle multi-dimensional and multi-variety of data • It holds the capability to help and deliver a good experience.
AVGI SOLUTIONS Avgi Solution offers a gamut of Machine Learning development services aimed at boosting business productivity & efficiency while keeping operational costs to bare minimum for clients in diverse industry verticals. Our service offerings are segregated into two distinct tracks: Business Consulting and Technology Consulting. We help with forming a Big Data strategy after identifying the scope and benefits and also help clients in creating Software Defined Infrastructure.
CONTACT US Avgi Solutions INC #53 Regal Dr, Manmouth Junction, New Jersey 08852, USA Contact Number : +1 732 823 4193 +1 508 306 1923 Website: https://www.avgisolutions.com/ Drop Your Question at: info@avgisolutions.com
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