Welcome to Gratitude Driven, a weekly newsletter where I share practical ideas and insights across personal growth, professional development, and the world of AI and data science.
In This Newsletter
The Most Important Data Skill You Might Be Neglecting
This weekās content is about how to learn SQL.
I focused on Data Analysis for this video, but if youāre learning AI or ML, donāt skip this!
Itās really common for folks who are more interested in the engineering side to forget to learn SQL, and then be *really embarrassed* when they canāt get the data they need on the job. You donāt need to be an expert, but itās worth spending a little time on this skill.
Plus itās easy to learn (if you do it right), so you have no excuse. š
A Personal Update
Hey everyone,
First off, Merry Christmas/Happy Hanukkah/Kwanzaa/Yule/Festivus. No matter what youāre celebrating this time of year, I hope you have a calm, loving, and joyful time.
I donāt have anything inspiring to say today. Instead, I just wanted to share a bit of a personal update for those who might be curious what Iām up to.
My day job at Twitch has been very busy. Despite what everyone expected, I havenāt been automated by AI yet, and actually have more work to do than ever before building AI systems across the company. Iām getting to spend more time working on multi-modal stuff, and Iām hoping one of my current projects will turn into a paper next year.
Content creation has been really busy, too. Iām still working on 3-4 tech videos per month, while also trying to expand my mindset content. Iāve been neglecting my second channel recently (which I need to get back to) and Iāve been trying to figure out my short-form content style. But, this has to be a priority now, because (excitingly) Iāve started writing the proposal for my book! Thatās what Iāll be working on over the holidays.
Early next year Iāll be doing some exciting expansion on the content front. First of all, Iām hiring two roles (see below if youāre interested!) which Iām hoping will help me scale. But thatās also going to be a learning experience for me, since Iāve never been a manager before, and especially not for my own company.
Iām also looking into launching a lower price group coaching option. Iāve been so thrilled and humbled by the interest in 1:1 coaching, but I just donāt have time to scale it how Iād like to. Iāve had to raise the prices, which makes it less accessible than I want. So, hopefully in Q1/Q2 Iāll be launching something much more affordable that will still give folks the chance to ask questions and get help from me.
Personally, Iāve been doing some decorating around the house. My husband is an artist and has been trying to convince me to prioritize interior design for literally a decade, and Iāve finally discovered he was right. It is nice to have a more aesthetic space.
Iāve been doing a super shitty job going to the gym, but I have a coach so Iām at least accountable for the bare minimum. Itās hard to focus on doing your best professionally at a day job, side business, the gym, AND PUPPY all at the same time. So Iāve turned the effort down on sports for now. Itāll be back soon Iām sure.
Also, puppy. Sheās 45lbs/20kg already at 5 months old. This little demon is sucking the life out of me, but Iāve learned more about myself than I have in years.

Thank you all for your support, and enjoy the season. <3
Reminder, Iām hiring!
As my tech channel is growing and I'm expanding into other content areas, I looking for two talented, motivated people to help me grow:
Please take a look, apply if you're a fit, and/or share with anyone you know who you think might be a good candidate. Iāll be reviewing applications in the coming weeks.
Want to chat 1:1? Book time with me here.
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