Bejoy Mathew

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This engineer created a fool-proof plan to overcome shyness — and it led her to jobs at Apple, Google, and now Microsoft

A couple of months ago, Sophia Velastegui was approached with an exciting job offer: To become the general manager of Microsoft's artificial intelligence product unit.<p>She began the job in December. It was another pinnacle career move for the star engineer, named to Business Insider's list of the …

Employment

Why should I care about Kubernetes, Docker, and Container Orchestration?

A person at work chatted me, commenting on my recent blog posts on the Raspberry Pi Kubernetes Clusters that are being built, and wondered "why …

DevOps

Tensorflow Project Template

A simple and well designed structure is essential for any Deep Learning project, so after a lot of practice and contributing in tensorflow projects …

JavaScript

Python Top 45 Tutorials for the Past Year (v.2018)

If you’re looking for..<p>Open Source Python Projects of the Year (avg. 4,078 ⭐️): Click here<br>• Machine Learning Top Articles of the Year: Click here<p><i>(The</i> …

Python Programming

Your CORS and API Gateway survival guide

Building web API backends is one of the most popular use cases for Serverless applications. You get the benefit of a simple, scalable backend without …

Software Development

Google’s AutoML lets you train custom machine learning models without having to code

Google today announced the alpha launch of AutoML Vision, a new service that helps developers — including those with no machine learning (ML) expertise — build custom image recognition models. While Google plans to expand this custom ML model builder under the AutoML brand to other areas, the …

Introduction to Various Reinforcement Learning Algorithms. Part I (Q-Learning, SARSA, DQN, DDPG)

1. Reinforcement Learning 101<p>Typically, a RL setup is composed of two components, and an agent and an environment.<p>Then environment refers to the …

Data Ingestion Best Practices

Data is the fuel that powers many of the enterprise’s mission-critical engines, from business intelligence to predictive analytics; data science to …

Building and testing APIs with LoopBack and Postman

LoopBack is a popular open source tool for rapidly generating NodeJS REST APIs. I walked through this tutorial to create a Jeopardy API using …

pandas-profiling

Generates profile reports from a pandas DataFrame. The pandas df.describe() function is great but a little basic for serious exploratory data …

6 Alexa optimization tips for new users

There’s a lot of buzz about smart speakers at the moment, and for once the hype is well-deserved. These handy AIs can streamline everyday tasks and increase efficiency using the most natural interface known to humankind: voice. Despite the advanced capabilities these devices have to offer, it’s …

Smart Homes

Notes from the latest Plotly.js Release

Yesterday we released Plotly.js v1.32.0 which included over 3 months of changes from 13 different contributors with over 30 features and bug fixes. …

5 things to do before going for the JavaScript interview • matwrites.com

<b>Going for an in interview is not always a pleasant thing. It can be stressful and it often is. Taking the right steps in advance allows you to reduce</b> …

Learning these 5 microservice patterns will make you a better engineer

For a lot of engineers, getting into microservices can be tough, because it’s hard to decide where lines should be drawn. For me, 99% of services …

Microservices

Report: Five microservices trends you should know about

Microservices is moving away from just a buzz term to a proven strategy in the software development industry. As more organizations begin to adopt …

Microservices

Static code analysis in 3 steps

In this post I'm going to show you how to setup SonarQube on Docker on Windows machine and the way how to perform a code analysis of simple …

A new era in IT architectures

This year microservices, containers, and cloud were extremely prevalent. In June, a survey conducted by Evans Data Corp revealed that almost half of …

D3.js Tutorial for Interactive Data Visualization in D3.js

What are some unconventional ways of creating data visualizations?<p>When Sayf (our director of Analytics) asked this question recently – I found myself</i> …

How to Deploy Deep Learning Models with AWS Lambda and Tensorflow | Amazon Web Services

Deep learning has revolutionized how we process and handle real-world data. There are many types of deep learning applications, including …

4 U.S. tech hubs to watch in 2018

The two questions I get asked most frequently when I tell people that I report on tech startups across Middle America are: Which startups outside of Silicon Valley are getting the most traction? And which cities are home to the most interesting tech activity?<p>I find that it’s typically easier to …

Ann Arbor

How augmented and virtual reality will reshape the food industry

Augmented reality content can be found on everything from wine bottles to IKEA’s catalog and virtual reality experiences are much more detailed, with rich layers of interactivity from hand controllers to gaze triggers, and a VR film has even won an Oscar. With Apple and Google both debuting …

These are the best apps for your new Mac of 2017

New Mac? Start here<p>Whether you’re unwrapping your first Mac, or getting an upgrade, you’ll need some apps for your new computer. We’re here to help, with some of our best picks to get you started.<p><i>We've rounded up our favorite and most-used apps and utilities for the technology we use every day.</i> …

My Visual Studio Code Setup

Also available on my blog at https://vscode.iamdeveloper.com.<p>This originally was just a gist, but I thought it made sense to just convert it to a …

As Artificial Intelligence Advances, Here Are Five Tough Projects for 2018

For all the hype about killer robots, 2017 saw some notable strides in artificial intelligence. A bot called Libratus out-bluffed poker kingpins, for …

11 most read Deep Learning Articles from Analytics Vidhya in 2017

Log in or Register to save this content for later.<p>Introduction<p>This is that time of year, when you reflect on the year gone by. 2017 has been a year …

15 Trending Data Science GitHub Repositories you can not miss in 2017

Log in or Register to save this content for later.<p>Introduction<p>GitHub is much more than a software versioning tool, which it was originally meant to …

Learn Pandas

A repository for learning how to do data analysis with Pandas.<p>All material will be in Jupyter notebooks containing exercises with detailed solutions.

Data Analysis

Data Structures: Python Tutorial

Data structures are a way of organizing and storing data so that they can be accessed and worked with efficiently. Data structures define the …

Learn how to classify images with TensorFlow

Recent advancements in deep learning algorithms and hardware performance have enabled researchers and companies to make giant strides in areas such …

Using Excel with pandas

Excel is one of the most popular and widely-used data tools; it's hard to find an organization that doesn't work with it in some way. From analysts, …