Naveen, Author at Nomidl

What is LSTM and How does it work?

One of the most common problems in RNNs is called gradient vanishing. LSTM architectures help you with this. A very common type of RNN is LSTM. This type of network is much better at capturing long-term dependencies than simple RNNs. The only unusual thing about LSTMs is the way that they compute the hidden state.…

What is Recurrent Neural Network and how does it work?

Recurrent neural network is a type of deep learning algorithm which is used to process sequential data. The main idea of recurrent neural network is that it can learn from previous information and then use that information to predict the next one. That’s why it’s called a recurrent neural network, because it can go back…

What are Convolutional Neural Networks? What can They do?

Convolutional Neural Networks were originally developed by Yann Lecun, who was working at Bell Labs in New Jersey, and Geoffrey Hinton, who was working at the University of Toronto. Convolutional neural networks are a type of deep learning model that is used for image recognition. They use the convolution operation to identify features in images…

5 Amazing Use Cases of Machine Learning

Machine learning has become a central part of the technology and business sectors, and its applications span a variety of industries. The power of machine learning has been demonstrated in many use cases. Here are 5 amazing use cases that show the true potential of machine learning. 1 – Machine learning for social media Social…

What are the Cons of Machine Learning & Artificial Intelligence?

There are many disadvantages of machine learning, including the risk that it will be biased or skew information in ways that could be harmful to people or society at large, for example by promoting false beliefs or inaccurate information about certain groups of people. There is also an issue with privacy because machine learning algorithms…

The Advantages of Machine Learning & Artificial Intelligence in Our Lives

Machine learning and artificial intelligence (AI) have become buzzwords in recent years, and for good reason. Both are revolutionizing the way we live and work, with many benefits. In this article, we discuss the benefits of machine learning and artificial intelligence and how they positively affect our lives. Proactive analysis and problem solving One of…

What is the future of Natural Language Processing in healthcare?

With the development of natural language processing (NLP) and machine learning, natural language processing in healthcare is becoming more and more important. NLP is a computer programming technique that uses statistical techniques to analyse text or speech and extract meaning from it. It has been used for many years in computational linguistics but only recently…

How does sentiment analysis work

Sentiment analysis is a natural language processing technique that analyses the sentiment of a text. It is used in many applications, such as opinion mining and customer feedback. Sentiment analysis is an increasingly popular research topic in the field of computer science. It’s a process that entails three major parts: sentiment analysis, sentiment classification, and…

3 Reasons Why Machine Learning Is the Future of Information Technology

AI is a cutting-edge innovation that has changed the world of data innovation. According to Andrew Ng, Artificial Intelligence is the ultimate destiny of Data Innovation and there are a number of reasons why this statement holds true. In this article, we will talk about the three main reasons why artificial intelligence is the ultimate…

Computer Vision Technology in Marketing: Applications and Benefits

Computer vision is a branch of artificial intelligence that allows machines to analyze, interpret and understand images or videos. This technology has a wide range of applications in marketing and can be used to increase customer engagement, improve the effectiveness of advertising campaigns and gain valuable insights into consumer behavior. Here are some of the…