Any aspiring data scientists or machine learning engineers here?
is there anyone who wants to be a data scientist or machine learning engineer here? I hope I can build a network in Sololearn, or just use this post as a hub for aspiring data scientists/machine learning engineers
11/8/2017 1:50:07 AMAde Kurniawan
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I kind of am and that's exactly my profile description @github.com :D I have recently finished a six-month junior data science bootcamp and completed a project, which is a car brand logo classifier. During the course, I also tackled regression, classification, clustering, lots of algorithms in all those fields and some more applied, practical solutions: client data mining, recommendation systems, image processing, NLP, as well as more big-data, infrastructure technologies: Jupyter, Spark, Hadoop, Kafka, etc. I'm still at the "Aspiring" level, though. The subject is as fascinating as it is complex and hard to absorb, at least for me. Still, some progress has been made. You can check out my CNN at: https://github.com/kuba-siekierzynski/CarL-CNN
@Ade That's definitely not a beginner's topic and only loosely connected to programming. But it will be tackled a bit in the Lessons soon. Keep your eyes open... ;) 👀
Yes, it is a supervised learning project utilizing a convolutional neural network. It was trained on some 17k 50x50 images and has a 94% accuracy (I have to update the description) on the test set. Also, I checked it on a totally different, unprocessed batch of fresh hi-res photos and got 100% accuracy :D
There's several videos on YouTube that teach machine learning.
Last I knew, Coursera's Machine Learning course (opinion: excellent material + non-scary presentation) was free. For free, you get a certificate but it isn't "verified". Verification requires you to certify that you aren't cheating and (among other proofs/bioinformatics) you attach photos from your webcam as proof that YOU are taking the test(s). Consider this careful wording in the Machine Learning FAQ: "What will I get if I pay for this course?" Are you supposed to think payment is required or optional? This may just be practical marketing. Why not try enrolling and find out?
Yes... but split attention. I did Andrew Ng's course too and it was rewarding + fun. I was poking at this code quietly because it's got some fancy initializers... but: SoloLearn's timeout forces it to low iterations and I wanted to coax it into a processing sweet spot for Numpy: https://code.sololearn.com/chau5iH2k2SL/?ref=app In personal testing, just converting to Numpy can accelerate < ~8x, but tweaking the array dimensions can yield almost 100x better performance. Anyway, now I've linked someone else playing in the area :)
I actually have finished Ng's Machine learning course. I'm just not really sure whether this would be valuable to apply for a job in my country, since online courses are virtually non-existent in my country. At the end of the course, I was asked to input credit card number when I tried to get the certificate. Currently, Coursera offers first 7 days trial and students can access anything (including the certificate?) for free. However, to access the free trial also requires you to input the credit card number, which is a problem for me since I don't have one (being poor in a third world country really sucks) *facepalm
Thanks for the heads up about the credit card Ade. Hope your situation improves.
You're welcome :) Thanks for the good words too :D
Hmm ... thanks for the details. Is anything like "Meetup" or Local User Groups (LUGs) supportable there, would a GitHub portfolio be valuable?
Interestingly, there are not many posts about data science and machine learning in Sololearn currently.
If you are interested in this there is a good coursera course for free by a teacher from the toronto.university
@Hellenar: I literally take everything on the internet to study data science. Online courses are my classes, YouTube is my TV, and Intro to Statistical Learning is my bible :D
@Kuba Siekierzynski Hi, nice to meet you. I hope I can participate in your project
Yeah, I forgot to include the word "soon" in my previous post :D by the way, is the goal of your project to identify the brand of a car based on the logo? (I just do a quick glance, not checking the readme doc yet)
Hello @Dark Antique
Wow, building a neural network from the ground up 👍
Oops time limit exceeded
I have an interest in the subject don't know much love to be pointed in the proper direction.