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Aakash Gupta Profile picture
@aakashg0
Apr 22, 2023 • 13 tweets • 6 min read • Read on X
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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 Profile picture
Dec 15
How do the best product teams ship better and faster without things breaking?

They embed quality into every step of the development process.

Here’s how you can do the same: Image
𝗙𝗶𝘃𝗲 𝗖𝗿𝗶𝘁𝗶𝗰𝗮𝗹 𝗖𝗵𝗲𝗰𝗸𝗽𝗼𝗶𝗻𝘁𝘀

𝗢𝗡𝗘 - 𝗕𝗲𝗳𝗼𝗿𝗲 𝗙𝗶𝗻𝗮𝗹𝗶𝘇𝗶𝗻𝗴 𝗥𝗲𝗾𝘂𝗶𝗿𝗲𝗺𝗲𝗻𝘁𝘀

→ When: Right after you’ve done your research and before locking down specs.
→ Why it matters: This is your chance to clarify any confusion, resolve technical risks, and ensure alignment before things snowball.

→ Win: Fewer mid-sprint surprises and last-minute changes.
Read 14 tweets
Aakash Gupta Profile picture
Nov 7
PMs, you can add at least $50k to your salary by becoming an AI PM.

However, many people miss the mark, making the same mistakes over and over again.

Here are the 7 mistakes to avoid if you want to secure your dream AI role: Image
𝗠𝗶𝘀𝘁𝗮𝗸𝗲 #𝟭: 𝗧𝗵𝗲 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗲 𝗖𝗼𝗹𝗹𝗲𝗰𝘁𝗼𝗿’𝘀 𝗖𝘂𝗿𝘀𝗲

→ Collecting certificates may feel productive, but it’s often just an illusion of progress.

→ Instead of paper chasing, identify a problem, build a prototype, and document your process.
𝗠𝗶𝘀𝘁𝗮𝗸𝗲 #𝟮: 𝗧𝗵𝗲 𝗖𝗼𝗱𝗲-𝗣𝗵𝗼𝗯𝗶𝗰 𝗣𝗮𝗿𝗮𝗹𝘆𝘀𝗶𝘀

→ Coding helps you to connect with your dev team and independently prototype ideas.

→ Start with Python, build simple models, and soon enough, coding will become your new best friend.
Read 10 tweets
Aakash Gupta Profile picture
Nov 5
Looking to land a PM role at Google, Amazon, or Meta?

Here’s the truth: It’s not enough to just secure the offer.

You need to nail the team matching process.

Here’s how to land the team (and role) you want: Image
𝗪𝗛𝗔𝗧 𝗜𝗦 𝗧𝗘𝗔𝗠 𝗠𝗔𝗧𝗖𝗛𝗜𝗡𝗚 𝗣𝗥𝗢𝗖𝗘𝗦𝗦?

At top tech companies, landing an offer is only the beginning.

After that, it’s time for team matching: the stage where PMs find their “home base” within the company.

Why this process is crucial for both parties?
Because it ensures that PMs are placed where their skills and expertise can be best leveraged to drive maximum impact and results for the team and the organisation as a whole.

There are two paths here:

→ Sometimes you’re hired for a specific team, like “PM, Instagram Growth.”
Read 13 tweets
Aakash Gupta Profile picture
Nov 3
The biggest bottleneck in scaling your product with enterprise clients?

Not getting your product ready.

Here’s what you need to know to transform for enterprise: Image
𝗧𝗛𝗘 𝗣𝗜𝗧𝗙𝗔𝗟𝗟𝗦 𝗜𝗡 𝗖𝗢𝗡𝗩𝗘𝗡𝗧𝗜𝗢𝗡𝗔𝗟 𝗪𝗜𝗦𝗗𝗢𝗠

Many believe an “enterprise-ready” product only needs the basics: RBAC, SSO, SLAs, and audit logs.

These are important but just the price of admission...
Companies like @Atlassian, @datadoghq, and @SnowflakeDB have shown that winning in the enterprise space requires a fundamental transformation.

And for help in delivering this transformation quickly and cost-effectively, check out @WorkOS – they make products enterprise-ready.
Read 12 tweets
Aakash Gupta Profile picture
Oct 29
This founder dropped out of college and built a $20B company.

Here's the crazy story of how Figma went from nothing to one of the iconic startups: Image
CHAPTER 1 - SOLVING THE FILE PROBLEM

In 2012, Figma's co-founders @zoink and @evanwallace set out to solve a problem that every designer struggled with:

The file problem. Image
@zoink @evanwallace While interning as a designer at Flipboard, Dylan quickly realized how chaotic design collaboration was.

This led them to ask themselves, "Why can't design be collaborative in the browser?" — just like Google Docs.
Read 13 tweets
Aakash Gupta Profile picture
Oct 28
*Save this post for the next time you interview*

These are the 30 questions Eugene Segal has seen most in his mid-level PM leadership job search (Director/GPM/Head Of).

AND - Here’s the proven way to answer these questions and succeed in your interviews: Image
𝗧𝗛𝗘 𝟰 𝗕𝗜𝗚 𝗟𝗘𝗩𝗘𝗥𝗦 𝗬𝗢𝗨 𝗡𝗘𝗘𝗗 𝗧𝗢 𝗦𝗨𝗖𝗖𝗘𝗘𝗗

1. Structure

↳ Use a framework like STAR (Situation, Task, Action, Result) to keep your responses concise, impactful, and resonant.
↳ Also, using structure isn’t “cringe”; it’s a foolproof way to communicate your thoughts with clarity and confidence.
2. Discuss Trade-Offs

↳ Don’t just paint a rosy picture; acknowledge the challenges and complexities that come with everything.
↳ Demonstrating that you understand trade-offs shows that you’re thoughtful, realistic, and ready to tackle real-world problems.
Read 10 tweets

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