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I know its free. This is begging, not ranting. For those of us who code/automate for our business and who are not data/ml scientists, can we PLEASE have real wo
by rrggrr 9y ago
I know its free. This is begging, not ranting. For those of us who code/automate for our business and who are not data/ml scientists, can we PLEASE have real world examples and an abstraction layer or two so we can start using these tools as part of our workflows?
I have two classifiers running for my business with about 70% accuracy. Good enough for my purposes. So grateful to the bloggers kind enough to provide real world examples and sample code that helped me understand and apply this stuff to my business.
Anything that makes ML less of a walled garden is most appreciated.
- allenz 9y agoColaboratory is just a collaborative version of Jupyter/iPython, which is just a notebook-based editing environment. It's not specific to ML. Presumably, you can run just about any Python code in Colaboratory, such as these examples: https://github.com/jupyter/jupyter/wiki/A-gallery-of-interesting-Jupyter-Notebooks https://github.com/jupyter/jupyter/wiki/A-gallery-of-interes..., http://nb.bianp.net/sort/views/ http://nb.bianp.net/sort/views/
- monkmartinez 9y agoI agree. Have you read any "ML for dummies" types books that you could recommend? I use python, for better or worse, almost exclusively...
- rayalez 9y agoI'm not an expert, but the best one I could find is this: https://machinelearningmastery.com/deep-learning-with-python/ https://machinelearningmastery.com/deep-learning-with-python... Really neat intro, simple examples, using high level libraries (Keras and TF).
- pilooch 9y agoML is gonna be the next commodity on the stack. It takes time, but considering some of the complexity, I'm impressed by the speed at which this is becoming reality.
- minimaxir 9y agoThe demo notebook has a TensorFlow example, which is a machine learning library. However, it’s not a full ML example, which is what the OP wants. (but since the VM has only 2 vCPU, training a model with TensorFlow may not be pragmatic)
- miketery 9y agoCan you share some of these blog posts that show the examples you've used?
- anant90 9y agoWhile this doesn't provide real world examples (yet), we are trying to make a free list of short, concise, to-the-point tutorials for anyone to get familiar with the basics of Deep Learning. Best part is that each item is a wiki, so you can make it better and you'll automatically be credited in the sidebars. Leave any suggestions on the structure in the comments. Here it is: https://www.commonlounge.com/discussion/81f5bbcfea4e44b9b2bd081d1ea536ac https://www.commonlounge.com/discussion/81f5bbcfea4e44b9b2bd...
- confounded 9y agoThis is just Google Docs for IPython notebooks. If you don’t already have a use for IPython notebooks, you likely do not have a use for this.
- iamwil 9y agoWhat do you need classifiers for in your business? I mean, why did you need to build it yourself? Is it like spam filtering of some sort? I'm surprised you had to build it yourself, in this day and age, as there would be services that provide this?
- rajacombinator 9y ago+1 would be curious to hear more about this.
- iamwil 9y agoSame here, but if it's not same day, it usually falls off the map of the OP. Unless they're a regular, they probably don't ever look at 'threads'
- rajacombinator 9y agoSad!