Train Your Machine's Brain For Better Productivity and Easier Living.
Home » Services » Software Development Services » Machine Learning Development

Machine Learning Development Service

Machine learning is a part of Artificial Intelligence, where the process of learning is based on observations or data, could be examples, a direct experience, or instruction. It was well understood that systems can learn automatically with minimal human intervention or assistance and adjust actions accordingly. So, basically ML focuses on the development of computer programs that can access data and use it learn for themselves and even improve with experience.

Artificial intelligence (AI) can be understood as the science of mimicking human abilities, machine learning is a specific application of AI that trains a machine how to learn.

Machine learning algorithms are often categorized as supervised or unsupervised.

Supervised ML is based on the amount of knowledge, facts, data you have about a particular event, subject, situation etc. This a type of system in which both input and desired output data are provided. This algorithm uses what has been learned in the past to new data using labeled examples to predict future events. Its a pair of an input data and desired output data. The algorithm then analyzes the training data and produces an inferred function, which can be used for mapping new examples. The system is able to provide targets for any new input after sufficient training based on examples/instructions, mapping. The learning algorithm can also compare its output with the actual, expected output and find errors in order to modify the model accordingly.

Unsupervised ML is a type of machine learning algorithm used to draw conclusion from datasets consisting of input data without any classified or labeled responses. It is often used to preprocess the data, like cluster analysis, which is used for exploratory data analysis to find hidden patterns or grouping in data. Unsupervised learning studies how computers can infer a function to describe a hidden structure from unlabeled data. It will not figure out the right output, but it explores the data and can draw conclusions from datasets to describe hidden structures from unlabeled data.

Semi-supervised machine learning algorithms lies somewhere in between supervised and unsupervised learning, using both labeled and unlabeled data for training – usually a small amount of labeled data and a large amount of unlabeled data. For this procedure to work, the programmer will cluster similar data using an unsupervised learning algorithm and then use the existing labeled data to label the rest of the unlabeled data. The typical use cases of such type of algorithm have a common property among them. The systems that use this method are able to considerably improve learning accuracy.

Reinforcement ML is about taking suitable action to maximize reward in a particular situation. It allows machines and software agents to automatically determine the ideal behavior within a specific environment in order to maximize its performance. It enables learning by trial and error using feedback from own actions and experiences. Though like supervised ML, reinforcement learning also uses mapping between input and output, but unlike supervised learning where feedback provided to the agent is correct set of actions for performing a task, reinforcement learning uses rewards and punishment as signals for positive and negative behavior. 

MegaSoftwares ML Software development team has been excelling in building customized ML softwares for its clients to suit their requirements best and assist them in management and increasing productivity.

Its a common misconception is that predictive analytics and machine learning are the same thing. We shall talk about PA next. 

Read here for an overview -

Machine Learning in IoT    

Artificial Intelligence Software Development - AI Discussed.  


What they say
about megaSoftwares

Rate megaSoftwares Services :
4.9 out of 189 reviews

This is one of the very best web development team I have met and worked with so far. Their after project support is a big relief.I got my custom website designed from them and some of my friends reached them for other web solutions, online portal, mobile app. They make you fall in love with the ease of handling your website.Amazing job!

Raju Moza

I have known Jaswant from many years. His work has always spoken and so does his team's. My gaskets and scaffolding business has met an entirely new online world through MegaSoftware's SEO efforts. I am very pleased to always have been associated with this web design and development company. All the best guys!

Mr. Sanjay Jain

One of the best organisations and team with great commitment . Innovation and ontime delivery is at the core of company . One of the best customer experience for me... keep up the good work guys ... keep delivering values like this always .

Santa Monica Vein Center

I have got few websites designed and developed. My experience has been fabulous.Team creativity and On time delivery fascinated me. CMS you provided is really easy to use.
Thank you guys. rocking.
All the best.

GSM Buy Pvt Ltd.

We had an association with Meagsoftwares for our office CRM work. Not only was it delivered in time and since CRM involved thought process and brainstorming, all our ideas were put to use by them. Their user friendly web development solutions are surely worth a praise. We will soon be on board with Megasoftwares for our digital marketing work.

Trinity Energy Systems (P) Ltd.

I am very pleased with the service I have received from Megasoftwares in building my website. They have left me impressed with their speed and very promptly they responded to my queries - always with great courtesy, I would love to work with them again in the future. Their mobile friendly and responsive web designing as committed to me has really given me the satisfaction of getting a job done. 

Kare Skin MD

I am happy with the solution provided by Megasoftwares My solution was delivered on time and I was kept updated on each stage of my product development. I was explained in detail about pros and cons of the technology. I was convinced to use their complete web solutions and i did not repent at my decision at all :-) Hats off to them from my side. Keep up the good work.


We were amazed at how well the Megasoftwares web development team interpreted our brief first-time round and the end-result more than met our requirements and was very professionally put together. We frequently have compliments about how good our website looks and specially its ease of use. Upgradation and redesign was superb professionally...keep it up. 

Kamloops Limousine - UK
Contact Us
Let's Talk .
We do what we love and so we love what we do and we do exactly what you need !


Copyright © 2003-2019 MegaSoftwares - Web Design, Website Development and Web Marketing Agency in India
Go Top