Author(s). Team AI News, Research, Updates, and an exciting, free-to-attend NLP Summit with high-ranking speakers and our monthly editorial Picks. You can view this email on a browser if you are having trouble reading it. Applied Natural Language Processing (Applied NLP), is a hot topic within the machine-learning community. This subdiscipline has become an important one in artificial intelligence (AI). The main reason is that we are drowning with unstructured data, texts, blogs posts, emails and documents. Most of these are written in natural languages. NLP is a method of building computer systems that understand human language and can derive meanings from it to enhance various applications. NLP has been at forefront of many recent research and applications. The NLP Summit presented by John Snow Labs is a great place to dive deep into NLP. Register now for a free registration. Two weeks of industry-focused, immersive content. Over 50 sessions will be offered in week one, along with an exclusive track on NLP for Healthcare. Week 2 will include workshops and certifications for all levels of training. Teams from NASA, Vonage and Zillow will speak about their experiences in NLP at Walmart Labs. Amazon, Walmart Labs. Booz Allen Hamilton. Morgan Stanley. Zillow. Roku. Zillow. You can find more details, including confirmation speakers at NLP Summit . To gain access to keynotes and breakout sessions by industry leaders, as well as Q&A with the speakers, you must register for free. Register today for a free registration What can we do to attract the most talented and brightest people? Caleb Watney and Divyansh Kaushik tackle a major problem. What can we do to help international entrepreneurs and students in the US to keep it a global innovation hub and attract highly-skilled immigrants? We recommend that you read “How to Use Snorkel to Create AI Applications” if you’re interested in the intriguing areas of weak supervision or programmatic labeling. Braden Hancock is the Head of Technology at Snorkel AI and the Co-founder. He dives into the history of Snorkel and the state-of the-art techniques that allowed them to grow into the technology giant they are today. The story begins within the OSS realm, and moves on to serving the Fortune 500 companies. Let’s face facts. It is often difficult to understand and use AI systems. This is especially true in the area of machine learning. If we are to create intelligent systems people understand and can interact with more effectively, it is crucial that there be a community for people to come together and share their ideas. We created the AI community Discord to help data enthusiasts and experts connect. Minecraft is a special environment. MineRL has been hard at work to beat Minecraft with state-of the-art machine learning. You can check their work out and learn how you can get involved. Most of their work is open source. Habitat by Facebook AI is one of the most exciting new products. It aims to help researchers and practitioners address the next frontiers in embedded AI. This allows agents to learn in interactive environments much more quickly than they did before. Github has recently released Copilot. This AI app powered by OpenAI translates natural languages into code. Codex will also integrate the app with it by the end-of the summer through an API. Copilot allows developers to get code suggestions right from the editor for entire lines or even whole functions. While it might have some biases it will be extremely useful for applications that are not biased. The OSS CoderX is a simpler, but still robust proof of concept similar to Copilot. It was created by Carnegie Mellon Professor Graham Nubig. Giving is giving. Feel free to send our newsletter and subscription link out to your colleagues, friends, or acquaintances. You can unsubscribe at any time. If you have suggestions for how to improve our service, let us know. Let’s move on to the monthly picks. These articles are selected based on the number of views, followers, and readers that a particular piece receives. We hope that you find them enjoyable as much as they did. We also tried something completely new. Our editors will select the top performing articles and we will also choose essays with good quality that were not as well-received. Facebook Launches One of the Toughest Reinforcement Learning Challenges in History by Jesus Rodriguez Reinforcement learning(RL) has been at the center of some of the most impressive achievements in artificial intelligence(AI) in the last decade. The RL space continues to grow rapidly, with milestones such as StarCraft II’s AlphaGo and Dota 2’s Dota 2 achievements. Despite its successes, Facebook AI Research (FAIR) feels that RL must be pushed further. For that reason, they have started NetHack. Team: Best AI Communities for Artificial Intelligence(AI) Enthusiasts. Once you begin to explore the world of machine learning and artificial intelligence, there will be a lot more. Experts can share their knowledge in a number of communities and online forums that provide information on AI algorithms and problems, such as ML and computer vision. This leads to the development of new ideas and solutions that will ultimately help improve the AI community. We will be discussing some practical tips to help you identify great online communities and groups. What to do if you want more research papers? Louis Bouchard. Two years ago I was required to review my very first research paper. It was so old and the math inside was very frustrating. The paper looked exactly like the ones used by researchers in films. Although the 1950s paper is still in use, it doesn’t seem to have changed that much. Now, it’s the day. I have a lot of experience with reading these papers. This is after having read a number hundred papers over the past year to stay current on computer vision news. However, it is overwhelming to read your first paper, let alone the research paper, and I am aware of how difficult this can be. Here are some of the best tools and tips I use every day to make my search for research papers easier and more productive. Arunn Thevapalan: How I went from a confused undergrad to an experienced machine learning engineer. It has been one month since I started my internship in software engineering. I was exhausted and wanted to leave. This is what you can imagine. An internship is offered at one of the largest banks of the country. The internship gives you exposure to the entire software development process, as well as sophisticated security protocols. It’s simply one of the most rewarding experiences that a computer science undergraduate could hope for. Friends said I was lucky and blessed. But I didn’t know what I was doing. Understanding CNN Basics using a Keras Example In Python By Amit Chauhan
