Informedium

🌍💻📈 Informedium – Breaking down geopolitics, tech, business & more! Your trusted source for insights that matter. 🚀 #StayInformed

[Abhishek🌱 @Abhishekcur]

If you're a web developer or engineer…
At least understand the core concepts:

-How a browser works under the hood
-How JavaScript runs under the hood (engines, event loop, etc)
-How the internet actually works (DNS, TCP/IP, HTTPS...)

You don’t have to master them.
But even a basic understanding = sharpens your intuition, debugging, and architecture decisions.
You can’t build for the web without knowing how it works.

Just read a few solid articles.
It’ll shift the way you think.

[Swapna Kumar Panda @swapnakpanda]

Stanford’s FREE Machine Learning Courses:

CS221 - Artificial Intelligence
CS229 - Machine Learning
CS230 - Deep Learning
CS234 - Reinforcement Learning
CS224N - NLP with Deep Learning

Find course links inside:

[Zach Yadegari @zach_yadegari]

We built Cal AI to $1.8 million MRR from our high school classrooms

There is nothing stopping you

[Kennan Jenner @icon]

Excited to introduce Icon, The First AI Admaker.

We’re backed by Peter Thiel’s Founders Fund & execs of frontier AI labs like OpenAI, Pika, & Cognition.

Icon (https://t.co/RKWomrKrAu) is like ChatGPT + CapCut, but for making winning ads with AI in minutes.

How it works:
1. Icon looks at your video library & tags scenes (e.g. "close-up," "unboxing"). These scenes become reusable clips used as lego blocks for making ads.
2. Prompt Icon’s AdGPT to generate scripts focused on specific angles & audiences.
3. Icon finds perfectly matching clips for every script scene & generates an ad that is 80-99% complete.
4. Make edits with our CapCut-like video editor until you're happy.

3-person creative teams make 30 ads per month. With Icon, they make 300.

We co-built Icon with $100M+ revenue brands like Ridge, Jones Road, Immi, Backbone, & MUD\WTR to solve big pain-points:

1. Making lots of ads is extremely painful. Icon helps you automate the tedious parts of scriptwriting, scene matching, video editing, audience research, UGC creation, & more.

2. AI-generated ads look like trash. Icon remixes your existing footage into new ads, matching your production quality & maintaining brand aesthetics.

3. Existing solutions charge $2K-$30K/month for:
🔍 Competitor ad spying & cloning
📈 Creative analytics
📹 Custom & stock avatars for AI UGC
👥 Audience research
📁 Video storage & tagging

Icon does scriptwriting & video editing on top of everything above for just $999/year (their margin is our opportunity 😉).

If you’ve made it this far, we have a surprise for you 👇🏻

[Informedium @Informedium]

@cneuralnetwork What if you can tell me how to grow like you, I'm trying from past 2 years but results zero

[Informedium @Informedium]

@Abhishekcur Give me an idea I'll build it for you!

[Informedium @Informedium]

@Abhishekcur Give me an idea, I'll build it for you?

[Sam Altman @sama]

today we launch deep research, our next agent.

this is like a superpower; experts on demand!

it can go use the internet, do complex research and reasoning, and give you back a report.

it is really good, and can do tasks that would take hours/days and cost hundreds of dollars.

[Naval @naval]

Nobody who’s actually good at making money needs to sell you a course on it.

[neural nets. @cneuralnetwork]

it has been a long time since AMA

ask me anything i'll answer :)

[Informedium @Informedium]

@cneuralnetwork I'm first semester software engineering students, how can i start learning ai/ml if I'm able than how can I, I am already learning python other than uni work? Please reply

[Informedium @Informedium]

@cneuralnetwork I'm first semester software engineering students, how can i start learning ai/ml if I'm able than how can I, I am already learning python other than uni work?

[Informedium @Informedium]

Just In:

Donald Trump threatens to impose 100% tariffs on BRICS countries if they try to replace the US Dollar.

[Informedium @Informedium]

BREAKING: 🇮🇳 India to develop its own Artificial Intelligence model similar to ChatGPT and DeepSeek.

[Abhishek🌱 @Abhishekcur]

Web4 is
-where AI meets Web3
-where intelligence is decentralized
-where smart contracts think
-where DAOs self-govern
-where trust is verifiable
-where data is private yet open
-where users own their identity
-where automation meets autonomy
-where machines interact with humans seamlessly
-where the future is built

That's why it's called the "intelligent web".

[President Donald J. Trump @POTUS]

My message to every business in the world is very simple.

Come make your product in America, and we will give you among the lowest taxes of any nation on earth. But if you don't make your product in America, you will have to pay a tariff.

[Rony @Ronycoder]

𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁 is one of the highest paying fields in IT and also one of the fastest growing!

- The average Data Analyst salary is $1,80,000 a year.

If you want a career in Data Analytics, I will share with you - Paid courses Free - that will help you.

- Like + RT+ Reply “Data”

[ Must be following to get DM]

[Abhishek🌱 @Abhishekcur]

Learn how to learn day 2
-this TED talk shares the most practical advice I’ve ever found to reclaim focus in a world full of distractions.

[Abhishek🌱 @Abhishekcur]

Essential ML frameworks for the industry:
-Scikit-learn: classical Ml algorithms
-TensorFlow: scalable deep learning
-PyTorch: research & production DL
-Keras: simplified neural networks
-XGBoost: gradient boosting for tabular data
-LightGBM: efficient boosting for large data
-CatBoost: optimized for categorical features
-H2O.ai: scalable Ml & AutoML
-Shogun: versatile Ml toolbox

-anything left, tell me.

[Global Index @TheGlobal_Index]

@elonmusk Merit over degree 🫡

This is how Elon made multi-billion dollar companies from bankruptcy