All the vector algebra you need for understanding neural networks
Article contains great explanations and description of matrix calculus you need to know and understand to really grok neural networks.
Link: https://explained.ai/matrix-calculus/index.html
#WhereToStart #entrylevel #novice #base #DL #nn
Article contains great explanations and description of matrix calculus you need to know and understand to really grok neural networks.
Link: https://explained.ai/matrix-calculus/index.html
#WhereToStart #entrylevel #novice #base #DL #nn
explained.ai
The Matrix Calculus You Need For Deep Learning
Most of us last saw calculus in school, but derivatives are a critical part of machine learning, particularly deep neural networks, which are trained by optimizing a loss function. This article is an attempt to explain all the matrix calculus you need inβ¦
P-value, explained, one more time with demos
Article includes not only great explanation of what is #pvalue, but how it works and how it can be used to make a correct conclusions.
Link:https://www.freecodecamp.org/news/what-is-statistical-significance-p-value-defined-and-how-to-calculate-it/
#entrylevel #dsformanagers #tutorial #explained #interactive #statistics
Article includes not only great explanation of what is #pvalue, but how it works and how it can be used to make a correct conclusions.
Link:https://www.freecodecamp.org/news/what-is-statistical-significance-p-value-defined-and-how-to-calculate-it/
#entrylevel #dsformanagers #tutorial #explained #interactive #statistics
freeCodeCamp.org
What is Statistical Significance? P Value Defined and How to Calculate It
By Peter Gleeson P values are one of the most widely used concepts in statistical analysis. They are used by researchers, analysts and statisticians to draw insights from data and make informed decisions. Along with statistical significance, they are...
ββUltimate post on where to start learning DS
Most common request we received through the years was to share insights and advices on how to start career in data science and to recommend decent cources. Apparently, using hashtag #wheretostart wasn't enough so we were sharing some general advices.
So we assembled a through guide on how to start learning machine learning and created another #ultimatepost (in a form of a github repo, so it will be keep updated and anyone can submit worthy piece of advice to it).
We welcome you to share your stories and advices on how to start rolling into data science, as well as to spread the link to the repo to those your friends who might benefit from it.
Link: Ultimate post
#entrylevel #beginner #junior #MOOC #learndatascience #courses #mlcourse #opensource
Most common request we received through the years was to share insights and advices on how to start career in data science and to recommend decent cources. Apparently, using hashtag #wheretostart wasn't enough so we were sharing some general advices.
So we assembled a through guide on how to start learning machine learning and created another #ultimatepost (in a form of a github repo, so it will be keep updated and anyone can submit worthy piece of advice to it).
We welcome you to share your stories and advices on how to start rolling into data science, as well as to spread the link to the repo to those your friends who might benefit from it.
Link: Ultimate post
#entrylevel #beginner #junior #MOOC #learndatascience #courses #mlcourse #opensource
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