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Join TrenTorch.com now !!
Everyone says learn inference, learn CUDA,learn ML
But almost nobody tells you exactly what to learn, how to learn it, or how to know whether you’ve actually learned it.
Introducing Trentorch.com a free, open-source platform to learn and practice Machine Learning, CUDA, and inference through hands-on coding.
Instead of just watching lectures or reading theory, you’ll:
• Learn the theory behind each concept
• Follow step-by-step implementation examples
• Solve coding challenges based on what you learned
• Implement algorithms from scratch, from foundational ML to Inference and CUDA kernel
• Practice problems in a Codeforces-style environment
• Get new Problem of the Day challenges with ratings
The goal isn't just to teach you how to write the code.
It’s to help you understand what your code is actually doing underneath.
We’re building Trentorch because advanced education shouldn’t be locked behind expensive subscriptions.
Money shouldn’t be the barrier to learning ML, inference, or CUDA.
A free alternative to platforms that charge students heavily every month.
signup and start solving problems now
Trentorch.com
yayy !! 🤗
Happy 5,000 people on @TrenTorch (TrenTorch.com) !
We now have 5000 people in our TrenTorch tribe, learning and understanding the depths of machine learning, data science, agents and production engineering. Way more to go !! 🔥🎆
The best place for this is TrenTorch.com ! Nothing comes close to us 🤗
yayyy !!!
We've completed 4,000 users today everyone. Thanks for all your constant support. We look forward to building and taking @TrenTorch higher and better for everyone. Let's make AI truly free for all in terms of learning !
TrenTorch retweeted
As per the user reports made by our @TrenTorch users, I've fixed all the bugs and deployed the changes. Feel free to check out TrenTorch.com and explore the questions. Learn frontier ML for free !
Problem of the Day: The Collaborative Score Matrix
Multiply user and item embedding matrices to get a recommendation score for every user-item pair.
Topic: Linear Algebra | Beginner
Solve it: trentorch.com/ide/potd-colla…
#MachineLearning #TrenTorch
Problem of the Day: Menu Photo Padding
Implement "same" versus "valid" padding for a 1D convolution as a warm-up for 2D CNN padding.
Topic: Computer Vision | Beginner
Solve it: trentorch.com/ide/potd-menu-…
#MachineLearning #TrenTorch
Problem of the Day: The Telemetry Gap Check
Count missing values per column in a table, the first step of a real data pipeline.
Topic: Data Processing | Beginner
Solve it: trentorch.com/ide/potd-telem…
#MachineLearning #TrenTorch
Problem of the Day: Lead Score Error
Grade a lead-scoring regressor against real conversions using mean squared error.
Topic: Loss Functions | Beginner
Solve it: trentorch.com/ide/potd-lead-…
#MachineLearning #TrenTorch
TrenTorch retweeted
We make sure we snipe our bugs well ! Thanks to our Engineering head who's a perfectionist at work and got tired of manually reporting bugs whenever they came up. 😎
You can now report bugs related to the questions directly to us by using the Report a bug feature that I've just added to @TrenTorch
I'm bringing up the resilience and consistency of the software to ensure our users also act as our QA testers and tell us about their experience to us :)
We make sure we snipe our bugs well ! Thanks to our Engineering head who's a perfectionist at work and got tired of manually reporting bugs whenever they came up. 😎
You can now report bugs related to the questions directly to us by using the Report a bug feature that I've just added to @TrenTorch
I'm bringing up the resilience and consistency of the software to ensure our users also act as our QA testers and tell us about their experience to us :)
TrenTorch retweeted
Ahh, forgot to mention this in the main post:
Do not miss going through the contribution guidelines
We have thrown out enough people for not abiding by these, just saying! 🙂
We've released the next set of issues for OSS contributors!
Comment your approach, get assigned to work on it, and become a contributor at TrenTorch ⚙️
TrenTorch retweeted
The Research Papers section is now live at trentorch.com.
Explore 10 curated tracks featuring 360+ papers across neural network foundations, Transformers and LLMs, reinforcement learning, computer vision, inference, and more.
Go from first principles to implementation. Study the ideas behind each paper, then test your understanding by solving related questions and building the concepts yourself. Highlight key passages and add notes along the way to deepen your understanding.
Don’t just read research. Understand it, solve it, and implement it.
Check us out at TrenTorch.com
Well, we just made this damn dense, yet gorgeous & digestible as always! ✨
We've got:
- 11 systematically curated tracks
- support for python libraries external to pyodide
- support for SQL & data visualization
- a total of 1287 questions
- 250+ questions dedicated to company interviews
- an airy UI with lots of character
done this far
What that means for you, is:
1. You get a very clean, laid out structure to study from. Choose a specialization track, skim through or go deep, your call!
2. You can now build plots, create tables, manipulate those and see everything happening live on screen with little to no latency
3. You can prepare yourself, not just for the systems, but now also for DS/ML/AI job interviews
TrenTorch is getting better every single day with increasingly more number of users ✨
That motivates us to make this even better, ofc! ⚙️
Today's POTD is out.
Lets see who can solve it.
Tag us @TrenTorch if you do.
Try it here:
trentorch.com/ide/potd-raw-e…
Try out trentorch.com
Best way to learn FRONTIER ML for FREE
♥️ ❤️🔥 We'll make sure TrenTorch.com becomes your one-stop to learning all things in AI/ML 🔥
🚨 We've just released the new set of features on TrenTorch.com
Now you can:
> Learn SQL
> Do EDA
> Learn tools like Numpy, Pandas, Matplotlib, Seaborn and Plotly.
> Go through Problem Set and practice interview questions of Frontier ML firms.
> Practice all the DSA required for ML.
We've restructured the curriculum and added more things, taken out the things that don't work out and we've made everything better at @TrenTorch.
TrenTorch.com
A monster for all of our consistent and powerful users. We love when people solve problems consistently on TrenTorch.com 💪 🔥
Thank you for the monster @TrenTorch
Website : trentorch.com
It is fun working with you guys !! 🥞🍀
Doing a great job..!!























