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According to an article published by the National Center for Biotechnology Information (NCBI), more than 80% of people who are on their computers for more than 4 hours a day complain of back pains. And guess why? Poor posture. Wrong positioning of the computer monitors that causes the user to strain their back and necks.


What is Transfer Learning?

Transfer learning is a technique of using a trained model to solve another related task. It's popular to use other network model weight to reduce your training time because you need a lot of data to train a network model. To reduce the training time, you use other network and its weight and modify the last layer to solve our problem. The advantage is you can use a small dataset to train the last layer.


What is NLP?

NLP or Natural Language Processing is one of the popular branches of Artificial Intelligence that helps computers understands, manipulate or respond to a human in their natural language. NLP is the engine behind Google Translate that helps us understand other languages.


What is PyTorch?

PyTorch is a Torch based machine learning library for Python. It's similar to numpy but with powerful GPU support. It was developed by Facebook's AI Research Group in 2016. PyTorch offers Dynamic Computational Graph such that you can modify the graph on the go with the help of autograd. Pytorch is also faster in some cases than other frameworks, but you will discuss this later in the other section.


What is Word Embedding?

Word Embedding is a type of word representation that allows words with similar meaning to be understood by machine learning algorithms. Technically speaking, it is a mapping of words into vectors of real numbers using the neural network, probabilistic model, or dimension reduction on word co-occurrence matrix. It is language modeling and feature learning technique. Word embedding is a way to perform mapping using a neural network. There are various word embedding models available such as word2vec (Google), Glove (Stanford) and fastest (Facebook).


Traditional storage systems are bulky and slow. If you are looking to purchase an SSD laptop, then I guess, you must be tired of waiting several hours when transferring your files, hate your system for taking forever before booting up, want to do away with that loading screen and want to multiply your workflow speed. However, you can agree with me that it is excruciatingly hard to make a choice, as the market is swamped with thousands of SSD laptops ranging from good to excellent. I have done all the research considering all the nitty-gritty of each product and come up with a comprehensive list of the best SSD laptops available.


When people talk about the essentials for the perfect gaming experience, many of them forget to mention one important piece. The hard drive. You might have the best gaming monitor, a special mouse, and keyboard, a gaming pad maybe or even a gaming chair but these will mean nothing when you have no space to install your games.