(PP 6.1) Multivariate Gaussian - definition
Introduction to the multivariate Gaussian (or multivariate Normal) distribution.
From playlist Probability Theory
Multimeter Review / DMM Review / buyers guide / tutorial
A list of my multimeters can be purchased here: http://astore.amazon.com/m0711-20?_encoding=UTF8&node=5 In this video I do a review of several digital multimeters. I compare features and functionality. I explain safety features, number of digits, display count, accuracy and resolution. Th
From playlist Multimeter reviews, buyers guide and comparisons.
Electronic measurement equipment and multimeters - Part 1
In this video series I show different measurement equipment (multimeters, etc) and why / how I use them. In later videos I'll explore different features and highlight pro's and con's. A list of my multimeters can be purchased here: http://astore.amazon.com/m0711-20?_encoding=UTF8&node=
From playlist Electronic Measurement Equipment
Multivariable Calculus: Cross Product
In this video we explore how to compute the cross product of two vectors using determinants.
From playlist Multivariable Calculus
Worldwide Calculus: Multi-Component Functions of a Single Variable
Lecture on 'Multi-Component Functions of a Single Variable' from 'Worldwide Multivariable Calculus'. For more lecture videos and $10 digital textbooks, visit www.centerofmath.org.
From playlist Worldwide Multivariable Calculus
Multiclass Classification : Data Science Concepts
How do we predict MORE than 2 classes??? My Patreon : https://www.patreon.com/user?u=49277905
From playlist Data Science Concepts
More formal treatment of multivariable chain rule
For those of you who want to see how the multivariable chain rule looks in the context of the limit definitions of various forms of the derivative.
From playlist Multivariable calculus
Major Tech MT22 - Calibration and overshoot testing
A list of my multimeters can be purchased here: http://astore.amazon.com/m0711-20?_encoding=UTF8&node=5 I do a follow-up to some questions raised in the review I did on the Major Tech MT22. A list of my multimeters can be purchased here: http://astore.amazon.com/m0711-20?_encoding=
From playlist Multimeter reviews, buyers guide and comparisons.
From playlist Machine Learning Course
CODE SetFit w/ SBERT for Text Classification (Few-Shot Learning) multi-class multi-label (SBERT 44)
How-to Code SBERT for Few-Shot Learning (SetFit). SetFit takes advantage of Sentence Transformers’ ability to generate dense embeddings based on paired sentences. In the initial fine-tuning phase stage, it makes use of the limited labeled input data by contrastive training, where positiv
From playlist SBERT: Python Code Sentence Transformers: a Bi-Encoder /Transformer model #sbert
A Hierarchical Approach for Automated ICD-10 Coding Using Phrase-level Attention
Clinical coding is the task of assigning a set of alphanumeric codes, referred to as ICD, to a medical event based on the context captured in a clinical narrative. The latest version of ICD, ICD-10, includes more than 70,000 codes. This talk will discuss a novel approach for automatic ICD
From playlist Healthcare NLP Summit 2022
Rasa Reading Group: Recent Neural Methods on Slot Filling and Intent Classification (Part 2)
Link to part 1: https://youtu.be/eGr8Im5Wu8k This week we'll be continuing "Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey" by Samuel Louvan and Bernardo Magnini. It was published at the 28th International Conference on Computa
From playlist Rasa Reading Group
Problem Formulation | Stanford CS224U Natural Language Understanding | Spring 2021
For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/ai To learn more about this course visit: https://online.stanford.edu/courses/cs224u-natural-language-understanding To follow along with the course schedule and s
From playlist Stanford CS224U: Natural Language Understanding | Spring 2021
Multiclass Learning for Scikit Learn
We learn how to deal with multi class classification, multi-label and multiple output classification and regression. Associated Github Commit: https://github.com/knathanieltucker/bit-of-data-science-and-scikit-learn/blob/master/notebooks/Multiclass.ipynb Associated Scikit Links: http://s
From playlist A Bit of Data Science and Scikit Learn
Opportunities and Challenges of Applying Advances in NLP to Healthcare
Presented by: Elif Ozkirimli - Head of Data Science at Roche Application of natural language processing methodologies for domain specific languages, such as biomedical text, is often a challenge. However, a more challenging aspect of processing data in these domains is that they do not sa
From playlist Healthcare NLP Summit 2022
SETFIT Few-Shot Learning outperforms GPT-3 | SBERT Text Classification (SBERT 43)
NEW: SBERT Few-Shot Learning (SetFit) outperforms GPT-3 in text classification tasks. Few-shot learning without prompts: SetFit. Given a limited training sample set per class the new SetFit methodology based on SBERT Sentence Transformers perform exceptionally well in text classification.
From playlist SBERT: Python Code Sentence Transformers: a Bi-Encoder /Transformer model #sbert
Continuity vs Partial Derivatives vs Differentiability | My Favorite Multivariable Function
In single variable calculus, a differentiable function is necessarily continuous (and thus conversely a discontinuous function is not differentiable). In multivariable calculus, you might expect a similar relationship with partial derivatives and continuity, but it turns out this is not th
Visual Document Understanding with Multi-Modal Image & Text Mining in Spark OCR 3 | Webinar
Spark NLP and Spark OCR Free Trials are available here: https://www.johnsnowlabs.com/spark-nlp-try-free/ The Transformer architecture in NLP has truly changed the way we analyze text. NLP models are great at processing digital text, but many real-word applications use documents with more
From playlist AI & NLP Webinars