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WHAT IS CNN IN DEEP LEARNING

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  WHAT IS CNN IN DEEP LEARNING Over the past few decades, Deep Learning has proved to be a very powerful tool because of its ability to handle large amounts of data. The interest in using hidden layers has transcended traditional techniques, particularly in pattern recognition. One of the most popular deep neural networks is the convolutional neural network. CNN Deep Learning Since the 1950s, in the early days of AI, researchers have struggled to create a system that can understand visual data. In later years, this field became known as computer vision. In 2012, computer vision took a big leap when a group of researchers from the University of Toronto developed an AI model that surpassed the best image recognition algorithms by a huge margin. The AI ​​system, which became known as AlexNet (named after its main creator, Alex Krzyzewski), won the 2012 ImageNet Computer Vision Contest with 85 percent accuracy. The runner-up scored a modest 74 percent in the test. At the heart of AlexN...

How Many Types of deep learning Networks are there?

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First, understand what is deep learning network? Deep learning networks are mathematical models that are used to imitate the human brain as it is to solve problems using unstructured data, these mathematical models are built in the form of neural networks that contain neurons. Neural networks are divided into three major layers which are the input layer (the first layer of the neural network), the hidden layer (all the middle layers of the neural network), and the output layer (the last layer of the neural network). Based on this type of data we will deal with these neural networks which are classified as feed-forward neural networks, CNNs, RNNs, modular neural networks, etc. Now let us know how many types of deep learning networks are over there? No.1 radial basis function neural network: Such neural networks typically have more than 1 layer, preferably two layers. In such a network, the relative distance from any point to the center is calculated and passed on to the next layer. Radi...

How to choose the best ml institute in India

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  There is a lot of confusion if you are a machine learning aspirant and looking for the best institute for a machine learning course. In this blog, we guide you on how to choose a good institute, for your career especially in India. What are the things you have to consider before taking admission to the institute?   Hey welcome again, my name is jay Kumar and I am the author of this blog. If you are a machine learning aspirant and desperately looking for an institute for the course in India. Then a lot of thoughts are running in our mind like is this institute good or not?, am I placed or not after the course? The institute is genuine or not?  The conclusion is confusing. That's why after depth research and analysis we wrote this blog. After reading this blog you will be all set that how to choose the best machine learning institute in India?  So we divide this blog into separate portions. On each and every portion you will get some amount of idea or you can sa...

The best machine learning applications in our daily life

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  Man-made brainpower (AI) is all over the place. Plausibility is that you are involving it in for sure and you don't be familiar with it. One of the well-known utilizations of AI is Machine Learning (ML), in which PCs, programming, and gadgets perform by means of discernment (basically the same as the human cerebrum). Thus, we share not many instances of AI that we utilize regularly and maybe have no clue that they are driven by ML. ML calculations can build up the field data and robotized work generally connected with guidelines and improvement. Also, AI alongside PC vision has expanded numerous areas where clinical demonstrative, measurable information investigation and calculations, logical examination, and so forth are included. Such practices have as of now been done in the field of cell phone applications, PC apparatuses, online sites, network protection, and so on The drawn-out information today is beating different disciplines, acquiring obstructions and important informa...

What will be the future of AI aspirants

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Today we are going through this blog, wheres's the question stand up that what will be the future of AI professionals. We also discuss the job and other factors of this AI. let's start this blog. Artificial intelligence (AI) is a vast field of computer science that develops intelligent systems that can perform business tasks. The goal is to mimic human intelligence in these machines so that they can mimic human behavior under given conditions. This interdisciplinary science has many advances and approaches possible through deep learning, machine learning algorithms, neural networks, natural language processing (NLP), and more. In this blog, you read about artificial intelligence and the scale of machines. education in India. Artificial intelligence and machine learning have changed the world with constant improvement. The adoption of artificial intelligence in India is promising. However,  it is currently in its infancy. There are several industries that are harnessing the powe...

How Machine Learning Help Us In Todays world

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In this new era when everyone is using technology. We can’t imagine our single day without technology, because technology plays an important role in our daily life. We all somehow used these technologies in different ways. As this world grows, day by day technology and machine learning also grow with this. Ohh I forget to tell you what is machine learning? First, let’s talk about what is machine learning?  So machine learning is the subset of AI, in other words, we can say that AI is a set, and machine learning, deep learning, etc are the subset of AI.  now let’s understand how machine learning work? Broadly we can say that machine learning and  AI are the algorithms that learn your data and predict human behavior and give a useful result which we can use in the future for our growth purpose.  So now we understand what is machine learning and how it works? But now the thing is that how and where machine learning helps us in today’s world.  In today’s world, we a...

DEEP LEARNING (WHY DEEP LEARNING IS SO CORRECT AND PROPER?)

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CURRENTLY AND IN THE FUTURE MACHINES WILL BECOME VERY smarter. Till now the contribution of machines in the industry is really appreciatable. So due to the huge industry in every sector, there is a lot of data is stored. This data was garbage until the AI comes. After the AI industry use their data to improve everything which on them they worked. Now lets us understand what is the role of deep learning with this data. So deep learning is an integral part of machine learning and AI. The role of ai and deep learning is to use the data for a better result in the industry. Yes AI, ML, and deep learning are programmed to understand the data insights, based on that they indicate what should be the best next step to do.  Deep learning: Deep learning is a subset of Machine learning & AI. deep learning is specially designed to solve the problem. Deep learning is mimicking the human brain’s neocortex. Roughly speaking machine learning is a process to understand human behavior or objects ...