Forem: Goku Mohandas

The Best Community Curated Tutorials and Libraries for Any ML Topic

Goku Mohandas — Thu, 06 Aug 2020 06:03:45 +0000

📘 An automatically and constantly up-to-date collection of the best ML resources by topic, curated by the community. This is a dynamic and community-driven solution to static and out-dated awesome-lists. Click on any topic to discover the best Tutorials and Libraries to help you build.

👉 https://madewithml.com/topics/

Most topic pages are arranged for an optimal learning experience, as opposed to overwhelming you with a massive list of resources. They come with the following sections:

Overview (intuition)
Tutorials (code)
Libraries (by application)

And we cover the follow categories of topics:

Frameworks (Python, TensorFlow, PyTorch, JAX, etc.)
Data (augmentation, preprocessing, versioning, etc.)
Algorithms (regression, CNNs, Transformers, GANs, etc.)
Tasks (text classification, object detection, recsys, etc.)
Modeling (pretraining, interpretability, compression, etc.)
End-to-end (production, serving, testing, CI/CD, etc.)
Industries (health, more coming soon)
Collections (checklists, courses, interactive, etc.)

ℹ️ This page is for the best resources of all time by topic. If you're looking for trending content of the day, check out the home page. And if you don't see a specific topic here, you can search for it using the search bar at the top.

Made With ML is a vibrant community where people learn, explore and build with ML.

Stay on top of the daily influx of ML content and focus only on community-curated high quality content. See what the community has to say: https://madewithml.com/about/#feedback
Discover the best tutorials and libraries (tagged and community-curated) to use for your next project. https://madewithml.com/topics/
Interact directly with the authors (questions, thank yous and even mentorship). See examples here: https://twitter.com/madewithml/status/1286529443352023041
Showcase your dynamic portfolio. Check out some of the amazing portfolios here: https://twitter.com/madewithml/status/1284503478685978625

💬 Join the discussions on our community Slack channel and follow us on Twitter and LinkedIn for daily trending content and YouTube (lessons coming soon)!

👉 https://madewithml.com/topics/

Data Science Incubator (Summer 2020) · Made With ML

Goku Mohandas — Thu, 28 May 2020 18:53:59 +0000

👋 Hey everyone, we just launched Made With ML’s non-profit, community-led Data Science Incubator today, where you’ll:

• 🛠 build an end-to-end ML app (with a team or solo)
• 🎥 learn from our guided video series, expert QAs, etc.
• 💻 present on Demo Day - sponsored by Hugging Face, Weights & Biases and others!

https://madewithml.com/programs/ds-incubator-summer-2020/

We wanted to provide students and aspiring data scientists a meaningful experience this summer in light of the sudden cancellation of many internships and jobs. We hope you learn a lot with the community and work on something to get your next opportunity.

This program is open to everyone so please help us spread the word to anyone that might be interested. If you’d like to mentor specific teams, speak about specific topics or get involved in other ways, please reach out to us at hello@madewithml.com

So create your free forever account today at https://madewithml.com and if you'd like daily updates, follow us on:
• Twitter: https://twitter.com/madewithml
• LinkedIn: https://www.linkedin.com/company/madewithml/

Made With ML - discover, learn and build ML

Goku Mohandas — Thu, 14 May 2020 23:29:21 +0000

Hey everyone,

I wanted to share a free platform I built about a month ago called Made With ML. It's a one-stop platform to discover, learn and build all things
machine learning.

https://madewithml.com/

There are currently three main pages on the platform:

• 🔖 Collections - meaningful ways to organize ML content: https://madewithml.com/collections/
• 🗂 Projects - stay up-to-date with trending/niche projects by the community: https://madewithml.com/projects/
• 📚 Topics - the best resources by topic (community curated and automatically updated): https://madewithml.com/topics/

We have several thousand active users, nearly 1000 projects and it's growing everyday. We'll always be 100% free and it's becoming the goto place to keep up with ML. Here's how our users are using the platform:

• 📆 Stay up-to-date with trending and niche Projects added by the community.
• 🔍 Discover the blog posts, code, research, videos, demos, etc. that accompany the many projects.
• 🔖 Organize the projects that you find interesting with Collections (like Spotify playlists).
• 🌎 Share your own and others projects for the community to discover forever.
• 📚 Learn from the Topics page - a highly curated and auto updating collection of the best resources.
• 💻 Build your Profile to use as a dynamic resume and for collaboration with others.