JayGwod

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

JayGwod

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

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

CS230 focuses on deep learning and goes the deepest in the practical know-how in how to apply these algorithms.

What has happened in the last decade is, the amount of math you need to be a great machine learning person has actually decreased. Do less math in CS230 but spend more time teaching you the practical know-how of how to actually apply these algorithms.

Internet era

Schopping mall + website ≠ Internet company:

• A/B testing
• Short shipping times.

JayGwod

dotless-de/vagrant-vbguest#311 (comment)

The same on VirtualBox 5.2.20 and 5.2.18. centos/7 Vagrant box v1809.01 kernel-devel-3.10.0-957.1.3.el7.x86_64 was installed instead of kernel-devel-3.10.0-862.14.4.el7.x86_64.

Indeed, same issue here. I got around this by updating the kernel to 3.10.0-957, but this is just a temporary workaround, must be a better way, e.g.

• vagrant up ... until it fails as above
• vagrant ssh

JayGwod

black
isort
autopep8
pylint
pylint-django

JayGwod

Field Names

1. Unique, descriptive name that is meaningful
2. Accurate, clear, and unambiguous
3. minimum number of words
4. Avoid word that convey physical characteristics
5. Avoid where possible acronyms and abbreviations

Ideal Fields

JayGwod

// SPDX-License-Identifier: MIT

pragma solidity >=0.6.0 <0.9.0;

interface AggregatorV3Interface {
  function decimals() external view returns (uint8);

  function description() external view returns (string memory);

  function version() external view returns (uint256);

JayGwod

MVP

Minimal Viable Product

The MVP is the product that in the shortest time can create value for one or more users on a continuous basis.

• Eric Ries "Lean Startup"

MVP has limited goals and very close attention to how much it costs

JayGwod

Introduction to Reinforcement Learning

What is artificial intelligence?

Definition of intelligence: To be able to learn to make decisions to achieve goals

What is reinforcement learning?

People and animals learn by interacting with our environment