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 Self-Driving Cars
A particularly awful aspect of self-hatred is that we may not even be aware that we are suffering from it. Here is a list of questions to help us diagnose an absence of self-compassion. Sign up to our mailing list to receive 10% off your first order with us: https://r1.dotdigital-pages.com
From playlist SELF
It’s all too easy to be extremely tough on ourselves; we need – at points – to get better at self-compassion. Here is an exercise in how to lessen the voices of self-flagellation. If you like our films, take a look at our shop (we ship worldwide): https://goo.gl/dJJMFS FURTHER READING
From playlist SELF
The Pros and Cons of Self-Driving Cars
We'll show you some of the ways self-driving cars could transform our lives in the near future. They could have a huge impact on jobs, traffic, car ownership, and much more. Visit https://edu.gcfglobal.org/en/thenow/what-are-selfdriving-cars/1/ for our text-based lesson. We hope you enjo
From playlist Technology Trends
How Perfectionism Makes Us Ill
‘Perfectionists’ are generally held in high-esteem: praised for their self-discipline and refusal to compromise. Yet in truth, the trait is a manifestation of self-hatred - and must be overcome if we are ever to feel truly fulfilled. Sign up to our mailing list to receive 10% off your firs
From playlist SELF
To have sound levels of self-esteem is one of the gateways to happiness. But achieving this has very little to do with the progress of our careers. If you like our films, take a look at our shop (we ship worldwide): https://goo.gl/1Uj9JM Watch more films on SELF: http://bit.ly/TSOLself P
From playlist SELF
Philosophy means, in Ancient Greek, the love of wisdom. But the word wisdom can sound very big and forbidding; what does it really mean to be wise? And how might we consciously strive to be a little wiser? If you like our films take a look at our shop (we ship worldwide): http://www.thesch
From playlist SELF
In this video I talk about being your best self. I think it's important to keep this in mind sometimes. If you enjoyed this video please consider liking, sharing, and subscribing. You can also help support my channel by becoming a member https://www.youtube.com/channel/UCr7lmzIk63PZnBw3
From playlist Inspiration and Advice
Leveraging Language Models for Training Data Generation and Tool Learning
see more slides, notes, and other material here: https://github.com/Aggregate-Intellect/practical-llms/ https://www.linkedin.com/in/gordon-gibson-874b3130/ ** Large Language Models and Synthetic Data Research on using unlabeled data to improve large language models is exciting, and the p
From playlist Practical Large Language Models
Self-assembly: The power of organizing the unorganized - Skylar Tibbits
View full lesson: http://ed.ted.com/lessons/self-assembly-the-power-of-organizing-the-unorganized-skylar-tibbits From something as familiar as our bodies to things vast as the formation of galaxies, we can observe the process of self-assembly, or when unordered parts come together in an o
From playlist How Things Work
Big Self-Supervised Models are Strong Semi-Supervised Learners (Paper Explained)
This paper proposes SimCLRv2 and shows that semi-supervised learning benefits a lot from self-supervised pre-training. And stunningly, that effect gets larger the fewer labels are available and the more parameters the model has. OUTLINE: 0:00 - Intro & Overview 1:40 - Semi-Supervised Lear
From playlist Papers Explained
[BERT] Pretranied Deep Bidirectional Transformers for Language Understanding (algorithm) | TDLS
Toronto Deep Learning Series Host: Ada + @ML Explained - Aggregate Intellect - AI.SCIENCE Date: Nov 6th, 2018 Aggregate Intellect is a Global Marketplace where ML Developers Connect, Collaborate, and Build. -Connect with peers & experts at https://ai.science -Join our Slack Community:
From playlist Natural Language Processing
Are Pre-trained Convolutions Better than Pre-trained Transformers? – Paper Explained
Paper explained and visualized “Are Pre-trained Convolutions Better than Pre-trained Transformers?” Tune in to the epic fight of CNNs against transformers! Or at least, that’s how the paper is framed. Because Ms. Coffee Bean also wonders what it takes for a transformer(-like) architecture
From playlist The Transformer explained by Ms. Coffee Bean
AI Weekly Update #6 September 22nd, 2019
0:40 OpenAI Multi-Agent Hide-and-Seek 6:41 OpenAI Fine-Tuning GPT-2 with RL 8:57 Facebook Wav2Vec 11:26 Facebook Self-Supervised QA dataset generation 12:40 Facebook at Interspeech 2019 13:34 Facebook Fashion++ 14:54 Google at Interspeech 2019 15:46 Sebastian Ruder Monthly NLP Newsletter 1
From playlist AI Research Weekly Updates
BERT: transfer learning for NLP
In this video we present BERT, which is a transformer-based language model. BERT is pre-trained in a self-supervised manner on a large corpus. After that, we can use transfer learning and fine-tune the model for new tasks and obtain good performance even with a limited annotated dataset fo
From playlist A series of videos on the transformer
What's Fine-Tuning in Cosmology? | Episode 1902 | Closer To Truth
What is fine-tuning in cosmology? Here’s the claim: cosmic conditions that allow complex structures — galaxies, stars, planets, people — depend on a few “constants of nature” lying within tight ranges of values. But is fine-tuning valid? Featuring interviews with Geraint Lewis, Luke Barnes
From playlist Closer To Truth | Season 19
[ML News] Uber: Deep Learning for ETA | MuZero Video Compression | Block-NeRF | EfficientNet-X
#mlnews #muzero #nerf Your regularly irregular updates on everything new in the ML world! Merch: http://store.ykilcher.com OUTLINE: 0:00 - Intro 0:15 - Sponsor: Weights & Biases 2:15 - Uber switches from XGBoost to Deep Learning for ETA prediction 5:45 - MuZero advances video compression
From playlist All Videos
Image GPT: Generative Pretraining from Pixels (Paper Explained)
BERT and GPT-2/3 have shown the enormous power of using generative models as pre-training for classification tasks. However, for images, pre-training is usually done with supervised or self-supervised objectives. This paper investigates how far you can get when applying the principles from
From playlist Papers Explained
Kaggle Reading Group: Bidirectional Encoder Representations from Transformers (aka BERT) | Kaggle
Join Kaggle Data Scientist Rachael as she reads through an NLP paper! Today's paper is "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding" (Devlin et al, unpublished). You can find a copy here: https://arxiv.org/pdf/1810.04805.pdf SUBSCRIBE: http://www.youtu
From playlist Kaggle Reading Group | Kaggle
Reliability 1: External reliability and rater reliability and agreement
In this video, I discuss external reliability, inter- and intra-rater reliability, and rater agreement.
From playlist Reliability analysis