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Aakash Gupta 🚀 Product Growth Guy Profile picture
@aakashg0
Apr 22 • 13 tweets • 6 min read Twitter logo Read on Twitter
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If you aren't learning AI, you're falling behind.

Luckily, Harvard (4.5% acceptance rate) & Stanford ($78,898 yearly tuition) offer free courses.

No application or fee required.

Here are 10 FREE courses you don't want to miss:
1. Andrew Ng (of Stanford)'s AI for Everyone

The godfather of AI & CS education, Andrew Ng, is doing a live course on Coursera. It's the ultimate introduction.

And it starts TODAY 👇

coursera.org/learn/ai-for-e…
2. Harvard's CS50

Go from concepts to coding with Python, the lingua franca of AI.

It also starts today 👇

edx.org/course/cs50s-i…
3. Stanford's CS224N

Drive forward your understanding of Natural Language Processing (NLP), the basis of how large language models (LLMs) like GPT-4 work.

Get learning👇

4. Harvard's Data Science: Machine Learning

Apply your skills by getting instructions to build an applied movie recommendation system.

Start building 👇

edx.org/course/data-sc…
5. Stanford's CS230

Return back to hardcore engineering by now learning about deep learning, once again from the esteemed Andrew Ng.

You're ready 👇

6. Harvard's Fundamentals of TinyML

Begin to learn about how to drive deep learning all to the edge of networks with embedded machine learning.

Jump in 👇

pll.harvard.edu/course/fundame…
7. Harvard's Applications of TinyML

See TinyML in practice by building Google Assistant on your phone.

Check here 👇

pll.harvard.edu/course/applica…
8. Harvard's Deploying TinyML

Take your TinyML application to a real-life situation with TensorFlow Lite.

Deploy now 👇

pll.harvard.edu/course/deployi…
9. Stanford's CS234

Learn how to build unsupervised AI with reinforcement learning.

Go deep 👇

10. Stanford's CS330

Conquer the final boss: multi-task and & meta-learning AI.

You got this 👇

Bonus: Google ML Certification

Now that you've learned from the best schools in the world, cap it all off with Google's free 15-hour certification.

Get certified 👇

developers.google.com/machine-learni…
BONUS: Product Growth Newsletter

Stay up to date on all the trends in AI that matter.

Subscribe now👇

aakashg.com/subscribe-emai…

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More from @aakashg0

Aakash Gupta 🚀 Product Growth Guy Profile picture
Apr 23
AutoGPT is the breakthrough.

It’s making GPT-4 look quaint.

AutoGPT agents are self-directing machines.

Here are 25 ways to use AutoGPT to skyrocket your career:
Build a website in less than 3 minutes:
Query your SQL for you in less than 60 seconds:
Read 26 tweets
Aakash Gupta 🚀 Product Growth Guy Profile picture
Apr 21
So many crazy things happened in AI this week.

You probably haven't been able to keep up.

1. Google revealed AI above search
2. Microsoft is gunning for NVIDIA
3. Meta released vision tech
4. Elon launched TruthGPT
5. A student launched HealthGPT

Here's what you need to know🧵
1. Google revealed Project Magi

Of the big tech companies most hurt by the rapid advancements in AI, Google is at the top.

So, on top of Bard finally being able to code this week…

Google also has 160+ engineers working on Project Magi.

Magi is a big deal because, unlike Bard, it sits atop search.

It could be a gigantic change for the entire web.

If people stop going to sites via Google and just interact with its AI... whole companies will be at risk, from Expedia to Wikipedia. Image
Read 12 tweets
Aakash Gupta 🚀 Product Growth Guy Profile picture
Apr 21
7 must read books to improve design sense:

1. @SeanAAdams Image
2. @ellenLupton Image
3. Kimberly Elam Image
Read 7 tweets
Aakash Gupta 🚀 Product Growth Guy Profile picture
Apr 20
I’ve sat in over 1,000 product reviews in my 15 years in product management.

These are the most common content mistakes I’ve seen:
1 - Long presentation with little room for discussion

The product review becomes performance theater instead of a space to improve the product work.

→ Solution: Build discussion points and questions into the meeting agenda. Spend less than 1/3rd of the time on monologues.
2 - Clear you haven’t gotten into the details yet

As soon as product leaders press in with questions like, “What about X user group?” the answer is “We will get back to you on that.”

→ Solution: Push back product reviews if you need extra time, instead of going in unprepared.
Read 10 tweets
Aakash Gupta 🚀 Product Growth Guy Profile picture
Apr 18
How Uber, Spotify, & Netflix continue to grow while focusing on a single market.

Pursuing a singular flywheel (genius strategy):
Fully devoting yourself to a singular flywheel is one of the hardest challenges in business.

It's a daily battle of saying "no."

Now that zero interest rates have come to an end, it's more important than ever.

Airbnb, Uber & Netflix have done it beautifully.

Let's explore...
· Uber's Flywheel

It's based on the two values that drive ride-sharing:

1. Faster pickups: More geo coverage → Faster pickups → More demand → More drivers → More geo coverage

2. Lower prices: More geo coverage → Less driver downtime → Lower prices → More demand Source: Version One
Read 12 tweets
Aakash Gupta 🚀 Product Growth Guy Profile picture
Apr 17
AI hype is beginning to resemble the web3 and metaverse hype trains before it. No matter where you look on Twitter, you see folks making bold claims about the recent advances in AI.

Three sad realities of growing a Twitter following converge in the case of trends like metaverse… twitter.com/i/web/status/1… Image
The era we are in now is the era of integrated generative AI. Large language models and image generation models have hit impressive inflection points in the past few months.

This makes them essential features to incorporate into most types of software being built today.
AutoGPT and BabyAGI on top of GPT that is a great model for any product builder to add to theirs:

1. Memory
2. Internet access
3. The chaining of instructions to itself
4. The ability to continue operating autonomously forever
Read 6 tweets

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