tmaslen

Machine Learning Project Checklist

This checklist can guide you through your Machine Learning projects. There are eight main steps:

1. Frame the problem and look at the big picture.
2. Get the data.
3. Explore the data to gain insights.
4. Prepare the data to better expose the underlying data patterns to Machine Learning algorithms.
5. Explore many different models and shortlist the best ones.
6. Fine-tune your models and combine them into a great solution.

tmaslen

'use strict'

/**
 * @module serverless-plugin-optimize
 *
 * @see {@link https://serverless.com/framework/docs/providers/aws/guide/plugins/}
 *
 * @requires 'babelify'
 * @requires 'browserify'
 * @requires 'bluebird'

tmaslen

git fetch origin 
git rebase origin/master
git status
git add .
git status
git rebase --continue
git status
git add .
git status
git rebase --continue

tmaslen

Project Title

One Paragraph of project description goes here

Overview

Top 5 things about this project

• List of them

tmaslen

{
    "Version": "2012-10-17",
    "Statement": [
        {
            "Sid": "VisualEditor0",
            "Effect": "Allow",
            "Action": [
                "s3:PutObject",
                "s3:CreateMultipartUpload",
                "s3:AbortMultipartUpload"

tmaslen

/Applications/IntelliJ\ IDEA.app/Contents/MacOS/idea

tmaslen

type Callback = () => void;
export function describe(description: string, callback: Callback);
export function it(description: string, callback: Callback);

tmaslen

#!/bin/bash

# Adapted from...
# https://stackoverflow.com/questions/26423515/how-to-automatically-update-your-docker-containers-if-base-images-are-updated

DATAPATH='./data/docker/updater/data'

UNAME="<DOCKER_HUB_USERNAME>"
UPASS="<DOCKER_HUB_PASSWORD>"

tmaslen

{
    "Version": "2012-10-17",
    "Statement": [
        {
            "Action": [
                "iam:CreateRole",
                "iam:CreatePolicy",
                "iam:AttachRolePolicy",
                "iam:PassRole",
                "lambda:GetFunction",

tmaslen

{
  "AWSTemplateFormatVersion": "2010-09-09",
  "Description": "AWS CloudFormation sample template that contains a single Lambda function behind an API Gateway",

  "Resources": {

    "GreetingLambda": {
      "Type": "AWS::Lambda::Function",
      "Properties": {