Goto

Collaborating Authors

nlp


Microsoft's Artificial Intelligence – An Overview

#artificialintelligence

In this article, we will have a detailed listing at AI Services supported and provided by Microsoft. Artificial Intelligence is a branch of computer science that aims to create intelligent machines, in simple terms, Human Intelligence processed by Machines, specifically computers. AI can be categorized as either weak and strong. Weak AI is AI systems which are specifically designed and trained for a particular task. A good example is personal assistants, such as Apple's Siri, Google Assistance, Microsoft Cortana, Amazon's Alexa are a form of Weak AI.


Shrinking massive neural networks used to model language

#artificialintelligence

Jonathan Frankle is researching artificial intelligence -- not noshing pistachios -- but the same philosophy applies to his "lottery ticket hypothesis." It posits that, hidden within massive neural networks, leaner subnetworks can complete the same task more efficiently. The trick is finding those "lucky" subnetworks, dubbed winning lottery tickets. In a new paper, Frankle and colleagues discovered such subnetworks lurking within BERT, a state-of-the-art neural network approach to natural language processing (NLP). As a branch of artificial intelligence, NLP aims to decipher and analyze human language, with applications like predictive text generation or online chatbots.


Shrinking massive neural networks used to model language

#artificialintelligence

You don't need a sledgehammer to crack a nut. Jonathan Frankle is researching artificial intelligence -- not noshing pistachios -- but the same philosophy applies to his "lottery ticket hypothesis." It posits that, hidden within massive neural networks, leaner subnetworks can complete the same task more efficiently. The trick is finding those "lucky" subnetworks, dubbed winning lottery tickets. In a new paper, Frankle and colleagues discovered such subnetworks lurking within BERT, a state-of-the-art neural network approach to natural language processing (NLP).


Natural Language Processing (NLP) in Python for Beginners

#artificialintelligence

Created by Laxmi Kant KGP Talkie Students also bought Unsupervised Machine Learning Hidden Markov Models in Python Machine Learning and AI: Support Vector Machines in Python Cutting-Edge AI: Deep Reinforcement Learning in Python Ensemble Machine Learning in Python: Random Forest, AdaBoost Deep Learning: Advanced Computer Vision (GANs, SSD, More!) Unsupervised Deep Learning in Python Preview this course GET COUPON CODE Description Welcome to KGP Talkie's Natural Language Processing course. It is designed to give you a complete understanding of Text Processing and Mining with the use of State-of-the-Art NLP algorithms in Python. We Learn Spacy and NLTK in details and we will also explore the uses of NLP in real-life. This course covers the basics of NLP to advance topics like word2vec, GloVe. In this course, we will start from level 0 to the advanced level.


What is Natural Language Processing?

#artificialintelligence

The individual sentences are mostly grammatically accurate and can be comprehended by us. The connection between sentences however is where it needs to improve. The writing does not always flow naturally from one paragraph to the next. The AI seems to only try to define what NLP is. It did try to elaborate on some occasions and move on to different areas of an NLP blog but was not very clear about what it meant. As it stands, this particular model needs to improve on understanding the context of writing a blog post on a higher level such as getting into some more detail of the applications of NLP, or how it works under the hood, or perhaps even featuring a blog generated by AI. Current innovations include using computer vision in conjunction with NLP to simulate a more complete form of perception. For instance, if we have an image of cats in a cup, that is recognized by computer vision, and we ask for images with cats minus the cup, the AI can return images of just cats. Or if we wanted images of cats minus the cup, plus boxes, the AI can return images of cats inside boxes instead of cups, all without having these pictures manually tagged.


The Terminator Is in the Making -- Artificial Intelligence

#artificialintelligence

When you hear the term "AI," many people would think that this is a super robot that is going to destroy the world. Although this is a part of AI, that isn't what AI is. Artificial Intelligence is intelligence demonstrated by machines, which is the opposite of our intelligence, Natural Intelligence. How were we able to create an intelligence inside of code? The answer is pretty simple.


Intro to NLTK for NLP with Python

#artificialintelligence

First, you want to install NLTK using pip (or conda). The command for this is pretty straightforward for both Mac and Windows: pip install nltk . If this does not work, try taking a look at this page from the documentation. Note, you must have at least version -- 3.5 of Python for NLTK. To check if NLTK is installed properly, just type import nltk in your IDE. If it runs without any error, congrats!


Data Science: Natural Language Processing (NLP) in Python

#artificialintelligence

Created by Lazy Programmer Inc. English [Auto-generated], Indonesian [Auto-generated], 5 more Created by Lazy Programmer Inc. In this course you will build MULTIPLE practical systems using natural language processing, or NLP - the branch of machine learning and data science that deals with text and speech. This course is not part of my deep learning series, so it doesn't contain any hard math - just straight up coding in Python. All the materials for this course are FREE. After a brief discussion about what NLP is and what it can do, we will begin building very useful stuff.


Intro to NLTK for NLP with Python

#artificialintelligence

First, you want to install NLTK using pip (or conda). The command for this is pretty straightforward for both Mac and Windows: pip install nltkIf this does not work, try taking a look at this page from the documentation. Note, you must have at least version -- 3.5 of Python for NLTK. To check if NLTK is installed properly, just type import nltk in your IDE. If it runs without any error, congrats! But hold'up, there's still a bunch of stuff to download and install.


How to create a chatbot in Python

#artificialintelligence

Today we will talk about how to create a chatbot with Python. Natural language processing (NLP) is one of the most promising fields of artificial intelligence that uses natural languages to enable human interactions with machines. There are two main approaches to NLP: – rule-based methods, – statistical methods, i.e., methods related to machine learning. There are several exciting Python libraries for NLP, such as Natural Language Toolkit (NLTK), spaCy, TextBlob, etc. A chatbot is a computer software able to interact with humans using a natural language. They usually rely on machine learning, especially on NLP.