Lim Kian Hean

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Single Page Apps with Vue.js and Flask: RESTful API with Flask

RESTful API with Flask<p>Welcome to the fourth post on using Vue.js and Flask for full-stack web development. The focus of this post will be on building …

3x faster Flask apps

Quart as a upgrade to Flask<p>Python has evolved since Flask was first released around 8 years ago, particularly with the introduction of asyncio. …

Serverless Hype Train with AWS Lambda

This post is an introduction to Serverless computing - often called Functions-as-a-Service. I will explain, why this is indeed the Hot-Stuff(tm) and …

Cloud Computing

Python Top 10 Articles For the Past Month (v.Oct 2017)

<b>For the past month,</b> we ranked nearly 1,200 Python articles to pick the Top 10 stories that can help advance your career (0.8% chance to be picked in …

Top 10

A guide to logging in Python

There is little worse as a developer than trying to figure out why an application is not working if you don't know what is going on inside it. …

Python Programming

Python Top 10 Articles for the Past Month (v.August 2017)

<b>For the past month,</b> we ranked nearly 1,700 Python articles to pick the Top 10 stories that can help advance your career (0.59% chance to be picked in …

A former manager at Target became a millionaire using one of Wall Street's favorite trades

Just ask Seth M. Golden, who previously worked as a logistics manager at a Target store.<p>The 40-year-old, who lives in a suburb of Ocala, Florida, says he's grown his net worth from $500,000 to $12 million in five years by shorting the CBOE Volatility Index— or VIX — according to a report from …

Stock Markets

DeepSPADE (alias DeepSmokey): A Machine-Learning System That Collects Spam from the Internet

Title: DeepSPADE (alias DeepSmokey): A Machine-Learning System That Collects Spam from the Internet22 AugLearn more

Machine Learning

Machine Learning for Humans🤖👶

Simple, plain-English explanations accompanied by math, code, and real-world examples.<p>Roadmap<p><b>Part 1: Why Machine Learning Matters</b><b>.</b> <i>The big picture of</i> …

Harmonize, Query, and Visualize Data from Various Providers using AWS Glue, Amazon Athena, and Amazon QuickSight | Amazon Web Services

Have you ever been faced with many different data sources in different formats that need to be analyzed together to drive value and insights? You …

Prodigy: A new tool for radically efficient machine teaching

Machine learning systems are built from both code and data. It's easy to reuse the code but hard to reuse the data, so building AI mostly means doing …

Welcome to Python 101! — Python 101 1.0 documentation

Welcome to Python 101!¶<p>Learn how to program with Python 3 from beginning to end. Python 101 starts off with the fundamentals of Python and then …

How to convert Python to JavaScript (and back again)

Python or JavaScript? While we’re still arguing over which has the upper hand or the brighter future, little doubt exists as to which owns the web’s …

JavaScript

Long Short-Term Memory Networks With Python

Thanks for your interest.<p>Sorry, I do not support third-party resellers for my books (e.g. reselling in other bookstores).<p>My books are self-published …

Machine Learning

Facets: An Open Source Visualization Tool for Machine Learning Training Data

Posted by James Wexler, Senior Software Engineer, Google Big Picture Team<i><br>(Cross-posted on the Google Open Source Blog)</i><br>Getting the best results out of …

Machine Learning

A dramatic shift is taking place in the world's hottest investment market

At least that's the message delivered by investors during the first half of 2017.<p>So-called vanilla funds, which are simply designed to track an index, wrestled $6 billion of market share from ETFs focusing on a specific investment strategy over the first six months of the year, according to data …

Investing

Analyzing GitHub, how developers change programming languages over time

The thickness of each band corresponds to the value in the dominant eigenvector. The bands are sorted by the averaged popularity which we calculated …

Programming

Investors Should Be Aware of Investing Risks As Well As Potential Rewards

There are a variety of different investing strategies above and beyond the most recognizable ones that are “growth” and “value.” We’ve seen those two merge into what is called growth at a reasonable price (GARP), but while there are strategies that look to profit from the rise in stock prices …

JPMorgan's ultimate guide to the markets and the economy

But upon closer examination, the true state of the markets and the overall economy is more complicated.<p>The Fed trying to reduce its balance sheet at a time when the rise of economic nationalism has some worried about the direction of the economy and the potential effects of the next …

A programmer figured out how to automate his job and work 2 hours a week -- but he's not sure it's ethical

This anonymous programmer said he was starting to feel guilty about how he quietly turned his whole job into less than two hours of work a week by writing a bunch of scripts.<p>All the work he was hired to do is getting done, but he works from home and hasn't told his boss about the scripts. He …

Python's @classmethod and @staticmethod Explained

Python is a unique language in that it is fairly easy to learn, given its straight-forward syntax, yet still extremely powerful. There are a lot more …

Python Programming

Quick Tip: Speed up your Python data processing scripts with Process Pools

Get a 4x speed-up with 3 lines of code!<p>Python is a great programming language for crunching data and automating repetitive tasks. Got a few gigs of …

Packt: Python is the most popular tool used by developers and tech pros

Developers are often told they need to check out what other people are learning in their sector, whether that be a popular language like Python, or a …

The stock market is relying more than ever on the world's hottest investment product

Exchange-traded funds will purchase $300 billion in equities this year, more than in 2015 and 2016 combined, according to Goldman Sachs. The firm raised its forecast after ETFs were responsible for $98 billion of stock buying in the first quarter alone.<p>It's just the latest in a flurry of signals …

How HBO’s Silicon Valley built “Not Hotdog” with mobile TensorFlow, Keras & React Native

— July 2018 Update —<p><b>Not Hotdog has been</b> <b>nominated for a primetime Emmy®</b><b>.</b> Thanks to all the fans for the amazing reception, and to all the people at …

Deep Learning

Automating Static Website Deployment, Part 1

"<br>published: true<br>title: "Automating Static Website Deployment, Part 1<br>date: 2017-06-11<br>description: I discuss how I automated my static website …

How to Use Static Type Checking in Python 3.6

Automatically catch many common errors while coding<p>One of the most common complaints about the Python language is that variables are <i>Dynamically …

Investors Are Swarming Into the World's Most Expensive ETF

Exchange-traded funds are supposed to help investors reach corners of the financial markets cheaply through a variety of indexes.<p>Then there’s VanEck …

🌟 Introducing Dash 🌟

Create Reactive Web Apps in pure Python<p>Dash is a Open Source Python library for creating reactive, Web-based applications. Dash started as a public …

React Native Architecture : Explained!

Posted by Pete Heard | June, 13, 2017<p>React Native is a modern framework that allows JavaScript to run on and interact with IOS and Android phones in …