Like every one else, I don’t enjoy the technical interview process but totally understand why it is important to evaluate and find good engineers. Here’re my tips to make the process less painful. I also write for Uniqtech , check out Uniqtech’s article on machine learning resumes. The article explains…

Reasons why your paid ads are not showing. First rule it is important that you are putting out legit advertisements that pertain to community guidelines on both sites. This article addresses some of the hard to spot, hard to trouble shoot issues. On either ad platform, you cannot imply or…

Due to stay-at-home orders :( I finally have time to compile my notes from the eventful Pytorch developer conference from 2019, only the second Pytorch conference so far. 2020 is a big year for Pytorch there are many big developments. Why re-visiting dev conf in 2019? It is still relevant…

In your Machine Learning Engineering Nanodegree (version 4.0) you will be asked to request limit increase for the ml.p2.xlarge instance. The screenshot unfortunately does not show the best steps to achieve this. You may get a ResourceLimitExceeded error. Use this one page guide to resolve the issue. Summary: How to request…

Adding a personal touch The best capstone project gives a brief intro about why this project is relevant to the world as well as relevant to the author on a personal level. After a while, all the capstone projects start to look similar, the ones with meaning and goals really stand out. Remember the…

Here’s a list of articles that I recommend for my mentees for the Udacity digital marketing nanodegree. Marketing is changing rapidly! It’s good to know what’s big before it gets HUGE. When I first joined Google Adsense, I had no idea how big Google marketing will get. If I had…

Part 1: Lessons learned from Udacity Digital Marketing Nanodegree. Digital Marketing Tools and Platforms Udacity partners with a list of impressive digital marketing tools and platforms to give digital marketing nanodegree DMND students real world technical experiences. HubSpot www.hubspot.com HubSpot develops and markets software for inbound marketing and sales. …

Post underconstruction. It is intended for my mentees in the Udacity machine learning nanodegree and data science nanodegree. Any one taking the MLND may find it useful. Core Concepts, Learning Goals of This Project Collect, clean and process data. Preprocessing data Doing exploratory data analysis (EDA) Scikit Learn API import, init, fit, predict, and score Build a…

Use this article as a notebook, a reference guide to the nanodegree video content. RNN.2 RNN one way to incorporate memory. Sequential. RNN tempo dependencies, generate captions, having memories, as opposed to feed forward NN (only current input). Best analogy from a single image hard to tell if a picture…