beatobongco

// Create an interval which will keep scrolling downwards
const interval = setInterval(() => {
  window.scrollTo(0, document.body.scrollHeight)
}, 250)

// If there are no more items, you can call `clearInterval(interval)` to stop scrolling

// Now copy the below code to scrape data and download a file containing the data
;(() => {
  // Define a function to scrape elements we want

beatobongco

General

• Deep dive into actual practice https://www.fast.ai/
• Datasets and challenges https://www.kaggle.com/
• Project ideas https://github.com/NirantK/awesome-project-ideas
• Essential theory https://www.coursera.org/learn/machine-learning
• Rapid experimentation with neural networks https://keras.io/
• Deep Learning with Keras by Francois Chollet https://www.amazon.com/Deep-Learning-Keras-Implementing-learning/dp/1787128423
• Follow this dude for cool ML tutorials https://twitter.com/iamtrask

Transfer Learning

beatobongco

import re
import math
import enchant
d = enchant.Dict("en_US")

def replace_noneng_sents(text: str, replace_with_spaces=True,
                   split_regex=r"[\.\。\!\?\？]", 
                   clean_regex=r"[^a-zA-Z\']",
                   threshold=0.5,
                   debug=False) -> str: