I've built hundreds of applications from great companies and clients. And here are the things I can say about them. I would love to fall into the category of an experienced expert-generalist. Applying my experience from previous successful projects is my secret to landing another successful job. I
softskill
1. What would you do differently if you knew nobody would judge you? 2. Is time a human-made construct? 3. Which activities make you lose track of time? 4. When was the last time you tried something new? 5. At what point are we good enough? 6. Who do you
management
LEAN Principles What is LEAN - a business process maximizes value while minimizing waste. * The term LEAN transformation is used to characterize a company moving from an “old way” of thinking to “lean thinking”. * LEAN is about creating the most value for the customer while minimizing waste. * LEAN approach is
critical thinking
In this article nine philosophical razors you need to know: * Occam’s razor: Entities should not be multiplied without necessity * Sagan standard: Extraordinary claims require extraordinary evidence * Hitchens razor: What can be asserted without evidence can be dismissed without evidence * Hume’s razor: Causes must be sufficiently able to produce
python
AI
Problem You have a trained Keras model and want to save it and load it elsewhere. Solution Save the model as HDF5: # Load libraries import numpy as np from keras.datasets import imdb from keras.preprocessing.text import Tokenizer from keras import models from keras import layers from keras.models
AI
Problem You have a trained scikit-learn model and want to save it and load it elsewhere. Solution Save the model as a pickle file: #Load libraries from sklearn.ensemble import RandomForestClassifier from sklearn import datasets from sklearn.externals import joblib #Load data iris = datasets.load_iris() features = iris.data target
accuracy
TL;DR; Higher ratio leads to success.. In Machine Learning its this. In Finance they have the same called R/R or risk reward ration Me on decision making: In accuracy of decision making its a number of your ideas and which are factual over some hearsay.
react
// Top level App component import React from "react"; import { ProvideAuth } from "./use-auth.js"; function App(props) { return ( <ProvideAuth> {/* Route components here, depending on how your app is structured. If using Next.js this would be /pages/_app.js */} </ProvideAuth> ); } // Any component that
python
Problem You want to write a function that accepts any number of input arguments. Solution To write a function that accepts any number of positional arguments, use a * argument. For example: def avg(first, *rest): return (first + sum(rest)) / (1 + len(rest)) # Sample use avg(1, 2) # 1.5 avg(
codes
If you cloned your GitHub repository using HTTPS, every time you push or pull a repository from GitHub Git will prompt you for your GitHub username and password. This becomes particularly frustrating if you use multi-factor authentication because you cannot use your regular password but instead use a generated token.
codes
First things first, lets install Docker (skip this step if you already have Docker installed). On your Ubuntu Desktop, open a terminal window, and enter the command: sudo curl -fsSL https://get.docker.com |bash This will install Docker Engine to your PC. Once the installation succeeds (as below), you