Starting a company is hard, especially when you don’t have prior experience.

Here are 10 videos that I have found useful in my journey.

/thread
Building Product | @mwseibel

Invaluable tips on how to build product, prioritize feature development, and keep your team involved in the decision-making process.

Finding Co-Founders | @harjtaggar

Your co-founders will make or break your startup. This video breaks down how to find great co-founders, gives tips on compensation, roles, and more.

Fundraising | @andrewfarah and @Jason

Complete breakdown of the fundraising process, tips to raise a competitive round, create great pitch decks, and manage investors.

Growth | @garrytan

A quick, to-the-point overview of how a number of successful startups scaled from founding -> exit.

Growth | @gustaf

An in-depth growth masterclass, complete with case studies, growth tactics and strategies, and lessons in funnel optimization.

Cohort Analysis | @dunkhippo33

This video explains cohort analysis in simple terms. Use the techniques described in the video to track how your customers are reacting to your products over time.

How Startup Equity Works | @cayahere

An incredibly simple overview of startup equity, convertible notes, SAFEs, and priced rounds. Watch this before you start fundraising.

Generating/Testing Ideas | @mwseibel

Great for getting in the problem/solution mindset, generating and testing ideas.

Sales | @bosmeny

Another @ycombinator Startup School video, focusing on teaching enterprise founders how to sell and build a sales team.

Timing | @Bill_Gross

This Ted Talk uses data from hundreds of companies to determine why certain startups succeed, while others don’t.

The most interesting finding? Timing matters more than anything else.

If you’ve made it this far, thank you for sticking around!

I’ll be posting more threads like this every week.

To make sure you don’t miss out, follow me @mattshumer_

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More from @mattshumer_

1 Jun
Validating a startup idea doesn’t have to take a ton of effort.

Here are 10 tools you can use to build MVPs in days.

/thread
@bubble | bubble.io

Bubble has a visual programming interface that enables anyone to build a complex web app in days.

I use Bubble to quickly get a working MVP to users after I’ve proven out an initial idea.
@AdaloHQ | adalo.com

Adalo is similar to Bubble, but you can also use it to build native mobile applications.

You can make social apps, marketplaces, task apps, and more.
Read 12 tweets
31 May
A simple overview of the state of massive language models like GPT-3.

/thread
Since 2018, each year has brought new models that are typically 10x+ larger than models from the year prior.
2018:
GPT-1 | 110M Parameters
BERT | 340M Parameters

2019:
GPT-2 | 1.5B Parameters
Megatron | 8.3B Parameters

2020:
Turing-NLG | 17B Parameters
GPT-3 | 175B Parameters

2021:
Google Switch | 1.6T Parameters

What is coming next?
Read 12 tweets
3 Dec 20
How to GPT-3!

A primer thread on GPT-3 prompt structure:
Working with GPT-3 is just a game of figuring out how to structure text to get the results you want.

Here are some methods that work well.

Some of these methods can be used together. There’s an art to figuring out which methods are best for obtaining the results you want.
You can use zero-shot, one-shot, or few-shot methods, depending on the task. Your goal should typically be to zero-shot or one-shot, as latency and costs will be lower.

Here’s a quick primer:
Read 11 tweets

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