Tag: deep learning
Overfitting in Machine Learning: What it is and When it Occurs
In machine learning, overfitting refers to the phenomenon where a model performs well with training data, but does not generalize well to new, unseen data. Overfitting occurs when the model is too complex for the amount of training data. To understand overfitting, let’s look at an analogy. Imagine you are in a foreign country and…
Read MoreUnderstanding Different Types of Machine Learning: Batch, Online, Instance-Based, and Model-Based Learning
Machine learning is an integral part of artificial intelligence (AI). It allows computer systems to learn from data and improve their performance. There are different types of machine learning, such as batch learning, online learning, example-based learning, and model-based learning. In this article, we will explore each of these types in detail and understand their…
Read MoreImportant Supervised and Unsupervised Algorithms for Machine Learning
Machine learning is a branch of computer science and artificial intelligence that allows machines to learn automatically without special programming. It involves using algorithms and statistical models to analyze and interpret data and make predictions based on that analysis. Machine learning can be broadly divided into two types of algorithms: supervised and unsupervised. In this…
Read MoreWhat are the Challenges of Natural Language Processing
Natural Language Processing is that the field of design methods and algorithms that takes as input or produce as output unstructured. Human language is highly ambiguous (consider the sentence I ate pizza with friends, and compare it to I ate pizza with olives), and also highly variable (the core message of I ate pizza with…
Read MoreTop 3 books to read about Computer Vision?
1 – Computer Vision: Algorithm and Application Click here to read Free PDF The focus of this book is on algorithms, applications, and techniques for image processing and recognition in computer vision. And this book is also discussed real-world applications and implementation and practical challenges for computer vision. It is one of the excellent books…
Read MoreDifference between Deep Learning and Natural Language Processing?
In the realm of artificial intelligence, two prominent domains, Deep Learning (DL) and Natural Language Processing (NLP), have emerged as powerful tools. While both are related to machine learning, they serve distinct purposes and possess unique characteristics. This article aims to delve into the dissimilarities between Deep Learning and Natural Language Processing, shedding light on…
Read MoreWhat is Image Processing?
Have you ever wanted to change the color of a photo or remove something from your picture? Image processing is what you need! Image processing is the subset of Computer Vision. The transformations we apply on images are sharpening, smoothing, stretching etc. In order to get an enhanced, sharpened, and brighter image, or if we…
Read MoreWhat is Deep Learning?
Deep learning is a subset of Machine learning, which in turn is a subset of artificial intelligence, artificial intelligence is a fashion that enables a machine to mimic mortal gets machine learning is a fashion to achieve AI through algorithms trained with data and eventually. deep learning is a type of machine learning inspired by…
Read MoreWhat is Computer Vision?
The term computer vision is often used to describe the use of computers to extract information from images. It may be concerned with the problems of creating or identifying pictures for general-purpose image processing, or it may be more specialized for purposes such as medical imaging, where clarity is necessary. Computer vision can also refer…
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