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Category: Machine learning

Gradient descent optimization technique

Gradient descent optimization technique

Optimization is the process that aims to choose a best component (as to some foundation) from some arrangement of accessible options. Moreover, optimization is the final objective in problem solving situations, whether the problem belongs to computer science, mathematics, operational research or real life. Optimization techniques allows the problem to use available resources in best possible way. Hence it saves time, space and overall execution cost of the problem. In case of machine learning problems, one does not have idea…

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Application of machine learning in banking

Application of machine learning in banking

Technology is interesting and attractive always! It inspires technocrats to work more and innovate new ideas. But what if the technology has no applications in the real world? People will ignore it then. Machine learning is buzzword nowadays and it is important to know what are its real-time applications and how it is useful for you. Machine learning has wide use cases in banking domain. Let us see what are they. It is needless to say that banks need to…

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Deep Learning : Introduction

Deep Learning : Introduction

Nowadays, we keep on hearing “Deep Learning” every now and then, it has become a popular buzzword in machine learning world. Frankly speaking, it is just a term to describe certain types of neural networks and related algorithms that work on raw input data. These neural networks process input data through many layers of nonlinear transformations and then finally compute the desired output. Not only in classification and clustering, but also in feature extraction deep learning is a pretty good…

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Machine Learning Fundamentals

Machine Learning Fundamentals

Machine Learning is motivating computing machines (chill, I am talking about computers) to program themselves. It is type of artificial intelligence. If program writing is considered as an automation, then machine learning is automating the procedure of automation. Composing programming is the bottleneck, we don’t have enough great engineers. Give the information a chance to take the necessary steps rather than individuals. Machine learning is the best approach to make programming adaptable. Machine learning is like farming or gardening. Assume…

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Predictive Analytics: A magical wand to see the future

Predictive Analytics: A magical wand to see the future

How about if your able to predict what will happen in future? What an amazing idea it is! Moreover, what if you can see the future and change the present situation to get improved outcome in future? If you are a business person, you will need this magical ability to forecast the business scenarios and situations. For earning good amount of profit, you will surely use this magical wand. You must be wondering that Why am I talking about this?…

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