Co-training is a machine learning algorithm used when there are only small amounts of labeled data and large amounts of unlabeled data. One of its uses is in text mining for search engines. It was introduced by Avrim Blum and Tom Mitchell in 1998. (Wikipedia).
Coding bootcamps offer intensive training programs for professionals who want to break into the technology sector. Coding bootcamps are usually short, intense courses that aim to develop participants' skills in topics such as web development, software design, mobile app development, inform
From playlist Top 10
NOTACON 9: Collaboration. You keep using that word... (EN) | Enh. audio
Speaker: Angela Harms Sure. You collaborate every day at work, right? Except you don't. Because collaboration is not the same as cooperation. Cooperation is where everybody does their part. Collaboration creates a solution that's more than the sum of those parts. Cooperation helps us cho
From playlist Notacon 9
Robotics is a team sport, bringing together people with varied and sometimes surprising skill sets—from marine helicopter mechanics and machine learning PhDs, to puppeteers and chocolate-makers. Meet some of the X team who are teaching robots how to learn, and hear why diverse perspective
From playlist Robotics
If you are interested in learning more about this topic, please visit http://www.gcflearnfree.org/ to view the entire tutorial on our website. It includes instructional text, informational graphics, examples, and even interactives for you to practice and apply what you've learned.
From playlist Career Challenges
Should You Tell Your Employer About Your Other Job?
In this video, you’ll learn the pros and cons of telling an employer about any other jobs you might have. Visit https://edu.gcfglobal.org/en/part-time-jobs/telling-your-employer-about-your-other-jobs/1/ for our text-based lesson. We hope you enjoy!
From playlist Career
Beginner gym workout routine (no experience necessary)
First time setting foot in a gym? Follow this workout plan for the first month and then come back for more! Link to workout 2: https://youtu.be/h9TIxLCudOE
From playlist Gym
[ML News] GitHub Copilot - Copyright, GPL, Patents & more | Brickit LEGO app | Distill goes on break
#copilot #copyright #gpl GitHub and OpenAI release Copilot, an AI-powered code autocomplete system that can generate entire functions, classes, and modules from mere definitions and docstrings. Copilot was trained on all public GitHub repositories, and this has a lot of people upset about
From playlist All Videos
Machine Learning on Source Code - GitHub / Open AI Copilot
See related papers, repos, and other resources related to this talk in this RECIPE: https://ai.science/l/d0a204b9-5bc5-494a-b8d2-848110366849 This video goes in-depth on GitHub & Open AI's Co-Pilot pair programmer. This interview features Amir Feizpour (CEO & Co-Founder, Aggregate Intelle
From playlist Natural Language Processing
Transformer combining Vision and Language? ViLBERT - NLP meets Computer Vision
If you always wanted to know hot to integrate both text and images in one single MULTIMODAL Transformer, then this is the video for you! Multimodality🔥 + Transformers💪 Content: * 00:00 Multimodality and Multimodal Transformers * 02:08 ViLBERT * 02:39 How does ViLBERT work? * 05:49 How i
From playlist The Transformer explained by Ms. Coffee Bean
Lecture 3 | GloVe: Global Vectors for Word Representation
Lecture 3 introduces the GloVe model for training word vectors. Then it extends our discussion of word vectors (interchangeably called word embeddings) by seeing how they can be evaluated intrinsically and extrinsically. As we proceed, we discuss the example of word analogies as an intrins
From playlist Lecture Collection | Natural Language Processing with Deep Learning (Winter 2017)
Lecture 4 – Word Vectors 3 | Stanford CS224U: Natural Language Understanding | Spring 2019
For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/ai Professor Christopher Potts Professor of Linguistics and, by courtesy, Computer Science Director, Stanford Center for the Study of Language and Information http:
From playlist Stanford CS224U: Natural Language Understanding | Spring 2019
Semi Supervised Learning - Session 12
Weak supervision techniques Psuedo-labeling MixUp Co-training Co-teaching Co-training Snorkel Other learning techniques Self training Multi instance learning Extra material
From playlist Unsupervised and Weakly Supervised Learning
Understanding the Origins of Bias in Word Embeddings
Toronto Deep Learning Series Author Speaking For more details, visit https://tdls.a-i.science/events/2019-03-18/ Speaker: Marc Etienne Brunet (author) Facilitator: Waseem Gharbieh Abstract: The power of machine learning systems not only promises great technical progress, but risks soc
From playlist Natural Language Processing
The Real Physics of Roller Coaster Loops
A look at the physics principles and calculations that engineers use to design roller coaster loops. Support Art of Engineering on Patreon: https://www.patreon.com/ArtofEngineering Shop Art of Engineering Merchandise: https://teespring.com/stores/ArtofEngineering Twitter: https://twitte
From playlist Theme Park Engineering
Automating Supervised Machine Learning Pipeline Development
All the other STEM arts have well-established methodologies. Is there such a set of methodologies for data science and machine learning? YES! Join Thom and Ghaith as they walk you through a high-level coverage of these methods. About the presenters: Thom Ives founded Integrated Machine L
From playlist Fundamentals of Machine Learning
Transforming lives through education
At InStride, we believe that education impacts more than one single person, it elevates generations. Our mission is to develop the workforce of the future by helping large organizations provide career-boosting, life-changing opportunities to their employees, while strengthening their comp
From playlist Partner success stories
CIA Boot Camp is so much more than just your typical cooking class. It's an intensive immersion into the world of food. You'll learn to cook and bake like a professional with the guidance of our famed chef-instructors. Learn more about our Boot Camps programs on our website: http://www.
From playlist Culinary Institute of America: Cooking Demonstrations | CosmoLearning.org Culinary
OCR MEI AS Level Maths Sample Paper 2: Pure Maths and Statistics
Welcome to my complete Walkthrough and worked solutions to the OCR MEI NEW AS Level Maths Sample Assessment Material Paper 2, which is pure mathematics and statistics! While past papers for the new specification are in short supply, the sample papers should absolutely be part of your AS L
From playlist OCR MEI AS Level Maths Sample Paper Walkthroughs