Instructional Material
Create a Text Generation Web App with 100% Python (NLP)
Create a Text Generation Web App with 100% Python (NLP) - Harness GPT-Neo -- a natural language processing (NLP) text generation model. Demonstrate it with a 100% Python web app Created by Vennify Inc., Eric FillionPreview this Course - GET COUPON CODE GPT-3 is a state-of-the-art text generation natural language processing (NLP) model created by OpenAI. You can use it to generate text that resembles text generated by a human. This course will cover how to create a web app that uses an open-source version of GPT-3 called GPT-Neo with 100% Python. That's right, no HTML, Javascript, CSS or any other programming language is required.
AWS Scholarship - AWS Machine Learning Engineer
AWS and Udacity are collaborating to educate developers of all skill levels on machine learning concepts. We invite students 18 years of age or older who are interested in expanding their machine learning skills and expertise to enroll in the AWS Machine Learning Scholarship Program. The goal for this program is to up-level machine learning skills to all, and to cultivate the next generation of ML leaders across the world, with a focus on underrepresented groups. Through its We Power Tech Program, AWS collaborates with professional organizations that are leading initiatives to increase the diversity and talent in technical roles, including organizations like Girls In Tech and the National Society of Black Engineers. The scholarship is open to all for registration starting May 26, 2021, and your learning will begin on June 28, 2021.
Training with Multiple Workers using TensorFlow Quantum
Posted by Cheng Xing and Michael Broughton, Google Training large machine learning models is a core ability for TensorFlow. Over the years, scale has become an important feature in many modern machine learning systems for NLP, image recognition, drug discovery etc. Making use of multiple machines to boost computational power and throughput has led to great advances in the field. Training large machine learning models is a core ability for TensorFlow. Over the years, scale has become an important feature in many modern machine learning systems for NLP, image recognition, drug discovery etc. Making use of multiple machines to boost computational power and throughput has led to great advances in the field. In this tutorial you will walk through how to use TensorFlow and TensorFlow quantum to conduct large scale and distributed QML simulations.
A quick guide on conversation management and how to build a chatbot?
Combine Quickwork Journey Builder with Quickwork Chat and you get a combination of automated chatbots and a conversation manager for effective customer service. On Quickwork Journey Builder you can build automated chatbots on messaging platforms like WhatsApp, Telegram, etc., and then connect them with Quickwork Chat to bring in that human support that your customers need. The Multichannel feature allows admins and agents to communicate with customers available on any of the above-mentioned messaging platforms and enables them to view all the conversations in real-time on a single dashboard. On Quickwork chat you can also build a live chat website widget and manage its conversations, Here's a quick 2-minute tutorial on how to build a chatbot for a website: You might be more concerned about getting started than about its functioning. You don't need to worry because Quickwork provides customized solutions for companies that want to use chatbots as an automated customer service tool. With our team of experts, we can integrate your chatbot into a web portal or an app, and program it with natural language processing and natural language understanding capabilities. Once live, the chatbots look and act as an integral part of your online business. In addition to the great visual appeal and features that Quickwork Chat offers, it provides a lot of value.
Playing Super Mario Bros with Deep Reinforcement Learning
From this article, you will learn how to play Super Mario Bros with Deep Q-Network and Double Deep Q-Network (with code!). Super Mario Bros is a well-known video game title developed and published by Nintendo in the 1980s. It is one of the classical game titles that lived through the years and need no explanations. It is a 2D side-scrolling game, allowing the player to control the main character -- Mario. The gameplay involves moving Mario from left to right, surviving the villains, getting coins, and reaching the flag to clear stages.
Computer Vision with Python
Welcome to the ultimate online course on Python for Computer Vision! This course is your best resource for learning how to use the Python programming language for Computer Vision. We'll be exploring how to use Python and the OpenCV (Open Computer Vision) library to analyze images and video data. The most popular platforms in the world are generating never before seen amounts of image and video data. Now more than ever it's necessary for developers to gain the necessary skills to work with image and video data using computer vision.
Top Online Masters Courses for Artificial Intelligence in 2021
Artificial Intelligence is reining the tech-driven era with its innovative cutting-edge technologies worldwide. Several science students are showing more interest in the vast field of Artificial Intelligence than the traditional five Engineering courses. The students are eager to learn more about Artificial Intelligence and its various categories to serve reputed companies for the welfare of society. Multiple eminent universities and institutes are offering admissions for Masters in Artificial Intelligence online due to the ongoing coronavirus pandemic. Interested students are not required to visit the campus when they can complete the programme through a laptop and a smooth internet connection at home.
The Qiskit Global Summer School is returning with a focus on Quantum Machine Learning
Mark your calendar: The Qiskit Global Summer School is back, July 12-23, 2021! Last year, the IBM Quantum team made history by hosting a free, virtual quantum computing crash course for over 4,000 learners. This year, we're hoping to host another 4,000 students -- now with a focus on quantum machine learning (QML). This year's Qiskit Global Summer School will feature two weeks of live lectures and hands-on laboratory sessions where students can apply what they've learned using Qiskit code using the new Qiskit machine learning application module. Lectures will begin with an introduction to quantum computing and simple quantum algorithms, before diving into the foundations of classical machine learning and understanding how these concepts translate to quantum computing.
Introduction to Machine Learning with Scikit-Learn
This course introduces machine learning covering the three main techniques used in industry: regression, classification, and clustering. It is designed to be self-contained, easy to approach, and fast to assimilate. The course is designed to maximize the learning experience for everyone and includes 50% theory and 50% hands-on practice. It includes labs with hands-on exercises and solutions. You can run the code on Google CoLab and get started right away.
NLP Basic Course For Beginner
Welcome to the best Natural Language Processing course on the Udemy! This course is designed to be your complete online resource for learning how to use Natural Language Processing with the Python programming language. In the course we will cover everything you need to learn in order to become a world class practitioner of NLP with Python. We'll start off with the basics, learning how to open and work with text, as well as learning how to use regular expressions to search for custom patterns inside of text files. Afterwards we will begin with the basics of Natural Language Processing, utilizing the Natural Language Toolkit library for Python, as well as the state of the art Spacy library for ultra fast tokenization, parsing, entity recognition, and lemmatization of text.