Using Machine Learning to Replicate Airbnb's Amenity Detection Part 2: Data Exploration

[@MisterLowiSky]

Great video, seeing the project organization is as interesting as seeing the ml stuff itself!

[@mrdbourke]

Thank you Louis! Glad you’re enjoying!

[@arhumz1573]

Great progress! Excited for what's next!

[@mrdbourke]

Thank you Arhum!

[@AjithKumar-gk7bf]

Absolutely amazing Tutorial !..One request though... Can You make a video on how to plan a project from start to finish using Notion ..?

[@mrdbourke]

Thank you Ajith! Great idea with Notion! Let me put together some ideas and see what I can create! Any questions you’d like answered?

[@AjithKumar-gk7bf]

@@mrdbourke I have been trying to migrate from evernote to Notion , but found the application a bit overwhelming. A few question that could be answered : Q1: How does one break up a large project into actionable items that take less than a few hours to do per day ? Q2: How do you estimate how much time a task could take ? How much time do you utilize in a day for planning before execution of the project ? Q3: How to make a yearly, monthly, weekly and daily calendar progress for a project in Notion ? Q4: If you have scheduled a few topics per day, but due to lack of motivation or some external circumstances the tasks are not done. How do you restructure your to-do list / calendar ? Q5: How does one get motivated to keep updating your progress because after a certain amount of days I just lose the motivation to keep updating my Notebook.

[@shrikantkale737]

I would like that video as well!!

[@mucool328]

Inspiring. See things in action like this gives me confidence that I can also build Computer Vision projects that I am curious about. I there is a long way to reach your stage but I am happy to see what I can envision is also a reality. Thank you Mate 😌🙏🏻 Also you earned a sub from me 👍🏻

[@trentkennajames]

Loving it so far!

[@mrdbourke]

Thank you Trent!

[@mohamedalibouchhioua9734]

Excellent video .

[@mrdbourke]

Thank you Mohamed!

[@fabiof.deaquino4731]

Beautiful! 👊👏👍

[@mrdbourke]

[@rahulrajrana3331]

Hey Daniel, I had a query around DatasetCatalog.register function of Detectron 2. I'm trying to build a model using custom dataset but due to some obligations, I can't upload the data anywhere. Does the register function exports the data out of our system

[@mrdbourke]

Not if you’re running it locally, the register is to store it in Detectron2’s data loaders

[@shj3007]

wow

[@paulntalo1425]

Thank you for sharing such tips and study resources

[@AMANDAN882]

Hey, good job. Keep up the work! This will be my inspiration of how to plan ML projects

[@mrdbourke]

Thank you Aman! Plenty more to come :D

[@MuchoLOLOLOLOL]

Epic first comment xd

[@mrdbourke]

Boom! You’re fast!

[@AceHardy]

📙💯

[@arhumz1573]

Daniel, one more thing, would you recommend Notion, how often do you use it and how has it helped your productivity?

[@mrdbourke]

Notion is slowly replacing every other app I use for any kind of writing. I’d highly recommend it. I could probably make a video on it, anything you’d like to see?

[@RRits57]

Looking forward to the next video, love it that you explain all the details and thought processes.

[@mrdbourke]

Thank you Riekus! Glad you’re enjoying it

[@hassanaliraza78]

Once project is done please release it as a udemy course.

[@mrdbourke]

I'll be sharing all the code/a guide on GitHub once it's done

[@ankurmishra7691]

Just how do you remain so consistent with the things that you do?

[@mrdbourke]

80% of my time is spent cutting things out which don’t matter. So the ones which do stick around.