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JayGwod / notes.md
Last active November 30, 2020 01:11
[Stanford CS230: Deep Learning | Autumn 2018 | Lecture 8 | Career Advice / Reading Research Papers]#stanford #cs230 #deep_learning #research

Reading research papers

  • Compile list of papers. (arXiv, medium/blog posts.)
  • Skip around the list.
    • 5 - 20 papers: a basic understanding of an area.
    • 50 - 100 papers: a very good understanding of an area.

Reading 1 paper

Take multiple passes through the paper:

@JayGwod
JayGwod / notes.md
Last active September 9, 2019 13:51
[Getting Started with AWS S3 CLI]#AWS

The video will cover the following:

Step 1: Install AWS CLI

sudo pip install awscli

Pre-req: Python 2 version 2.6.5+ or Python 3 version 3.3+

Pre-req: pip is installed

@JayGwod
JayGwod / PrettyTable.py
Last active April 29, 2022 00:00
[Useful packages and matplotlib preamble]Here is a full #notebook preamble with some options to make the plots more publication ready.
# class PrettyTable
class PrettyTable(list):
""" Overridden list class which takes a 2-dimensional list of
the form [[1,2,3],[4,5,6]], and renders HTML and LaTeX Table in
IPython Notebook. For LaTeX export two styles can be chosen."""
def __init__(self, initlist=[], extra_header=None, print_latex_longtable=True):
self.print_latex_longtable = print_latex_longtable
if extra_header is not None:
if len(initlist[0]) != len(extra_header):
@JayGwod
JayGwod / notes.md
Last active September 16, 2023 15:39
[Research tools]Some useful apps and websites, including literature management using #zotero, #keras, #jupyter.
@JayGwod
JayGwod / notes.md
Created August 18, 2019 20:26
[How to Learn Anything... Fast - Josh Kaufman]Author and business adviser Josh Kaufman reveals a new approach for acquiring new skills quickly with just a small amount of practice each day.

Abstract

  1. set up ur goal
  2. break down into smaller goals and steps
  3. research on every sub tasks: 3 - 5 resources, focus on resources that repetedly appear
  4. remove barriers to pratice , avoid distractions: tv, Internet, friends, social media, focus and force urself to pratice
  5. pre-commitment at least 20 hours to make it through (40 mins x 30day)

Source