The Gradient Ascent Podcast - podcast cover

The Gradient Ascent Podcast

Joseph Earnshawpodcasters.spotify.com
A podcast that focuses on telling the stories of individuals who are trying to break into machine learning and data science.
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Episodes

Gradient Ascent #2 - Devayani Pawar

Devayani's fearlessness to jump headfirst into new topics is admirable. Indeed, it's this willingness to take a "leap of faith" that brought her half-way across the world, from her home in India to George Mason University, where she recently graduated with a Master's in Data Analytics Engineering & Data Mining. I enjoyed our conversation as we covered a whole range of subjects, including (but not limited to) data science, learning strategies, her internship at Micron, and a little philosophy...

Aug 13, 20201 hr 21 min

Gradient Ascent #1 - Ed Terry

Ed's background is fascinating. His journey - from his beginnings at Boeing, to his time at Carnegie Mellon, and most recently at NASA's Jet Propulsion Laboratory - has covered quite a bit of ground. He's also a fellow SharpestMinds mentee, and we talk about this journey, his project, and a variety of other interesting subjects. Oh, and you'll learn who the Pachanga Boys are!

Jul 23, 202048 min

Friday, May 8, 2020

Today has been a little different than usual. I had a good conversation this morning with somebody I reached out to via a cold email. It makes me wonder why I spent so much time looking through job boards. Don't be afraid, just send it. You never know what might happen. It did throw me a little out of my rhythm, though, and I dove headfirst into work related to the data ingestion part of my project. I did get something accomplished; however, it highlighted how vulnerable you could become when yo...

May 08, 202029 minSeason 1Ep. 10

Thursday, May 7, 2020

Today's daily stand-up started rather innocently by looking at what yesterday's work. However, it quickly went down the rabbit hole. When we look at disinformation online, and for example, how conspiracy theories have become more prevalent in recent years, we can see that this is a multi-faceted issue. It not only involves technology, but throws into question our ideas on what free speech should look like, and how the complexity of our world can be cognitively overwhelming. There are still a lot...

May 07, 202030 minSeason 1Ep. 9

Wednesday, May 6, 2020

Today, we're going to optimize my project's ETL. We can gather the data, but now we need to clean it and store it in the right spot. We'll also continue to build out the spreadsheet of misinformation narratives that are currently swirling around the COVID-19 pandemic. Also, I consider the reversibility of a decision and how that affects its cost.

May 06, 202028 minSeason 1Ep. 8

Tuesday, May 5, 2020

My project has now reached the point where we need to start exploring the narratives around COVID-19. Additionally, there is still work when it comes to data ingestion. I need not only to see if I can speed this process up, but to integrate it into my repository for the project.

May 05, 202027 minSeason 1Ep. 7

Monday, May 4, 2020

In the words of Steven Pressfield: What is this about? This episode centers around the investigation of my SharpestMinds project, and why I'm doing it in the first place. Additionally, it examines why the issue of mis/disinformation is like a multi-headed dragon.

May 04, 202030 minSeason 1Ep. 6

Sunday, May 3, 2020

IToday was particularly interesting as I started to probe the question of why researching disinformation has become such a significant component of my life. And I think the answers may have their roots in a movie and a video game that I was particularly fascinated by growing up.

May 03, 202030 minSeason 1Ep. 5

Saturday, May 2, 2020

Another day, some more ML. I’m trying a new method of recording today. I'm taking a walk outside, to test myself mentally. I liked it, and it helped give me a little extra clarity of thought.

May 02, 202030 minSeason 1Ep. 4

Friday, May 1, 2020

What do you do when you start the day feeling unmotivated? Set the bar for that day at a level such that you can keep taking baby steps. And while you may be moving at a more turtle-like pace, you're still moving forward. Being consistent, and maintaining a sense of momentum, is arguably more important than how much ground you cover on any given day.

May 01, 202029 minSeason 1Ep. 3

Thursday, April 30, 2020

The episode is the daily chronicle of ML journey from Apr. 30, 2020. It briefly covers me (rather poorly) trying to explain linear & logistic regression, and the concept of gradient descent, as well as some brainstorming, to determine what the next steps with regards to my SharpestMinds project.

Apr 30, 202030 minSeason 1Ep. 2

Wednesday, April 29, 2020

I am chronicling my machine learning journey. This episode includes my brainstorming & game-planning for April 29, 2020.

Apr 29, 202050 minSeason 1Ep. 1
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