Machine learning models don't understand words. They should be converted to numbers before they are fed to RNN or any other machine learning model. In this tutorial, we will look into various techniques for converting words to numbers. These techniques are…

مجموعه ویدئوهای آموزشی یادگیری ماشین در پایتون مدرس: رضا اکبری موحد این درس هر ترم به صورت یک درس 3 واحدی برای دانشجویان کارشناسی رشته‌های برق و کامپیوتر در ...

In this video we will get started with data visualization in Python by creating a top horsepower chart using the Bokeh library

Code:
https://github.com/bradtraversy

Bokeh Docs:
https://bokeh.pydata.org/en/latest/

Sponsor: DevMountain Bootcamp
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Hello everyone, in this video I'll be taking my first look into the program "PyScript". In essence, PyScript lets you plug in Python Code into the browser from your HTML document. It came out a few months ago, so I'm a bit late to everything, however it is…

RNN or Recurrent Neural Network are also known as sequence models that are used mainly in the field of natural language processing as well as some other areas such as speech to text translation, video activity monitoring, etc. In this video we will understand…

Implemented in one code library.

LSTM or long short term memory is a special type of RNN that solves traditional RNN's short term memory problem. In this video I will give a very simple explanation of LSTM using some real life examples so that you can understand this difficult topic easily.…

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For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/ai

Professor Emma Brunskill, Stanford University
https://stanford.io/3eJW8yT

Professor Emma Brunskill
Assistant Professor, Computer…

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Simple Explanation of GRU (Gated Recurrent Units): Similar to LSTM, Gated recurrent unit addresses short term memory problem of traditional RNN. It was invented in 2014 and getting more popular compared to LSTM. In this video we will understand theory behind…

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JAX is a Python package that combines a NumPy-like API with a set of powerful composable transformations for automatic differentiation, vectorization, parallelization, and JIT compilation. Your code can run on CPU, GPU or TPU. This talk will get you started…

A Mind Map about LINUX Commands submitted by kPastor on Jul 20, 2015. Created with Xmind.

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In this video, Diogo Alves de Resende will be showing us how to use LIME to explain a machine learning model's prediction in Python. LIME or Local Interpretable Model-Agnostic Explanations makes it possible to understand black box classifiers which is an…

You're about to learn 25 tricks that will help you to work faster, write better pandas code, and impress your friends. These are the BEST tricks I've learned from 5 years of teaching Python's pandas library.

Don't miss the BONUS at the end of this video!…