Questions tagged [cloud-computing]

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(Py)Spark infrastructure for use in Java/C# website

Lets say I have experience creating ML models in Python, and have decided on training my models on Spark using Pyspark. This will form part of an ML infrastructure for a website with a Java or C# ...
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0answers
13 views

Who is the biggest competitor to Google BigQuery for big data processing

I have terabytes of data, and I would like to decide on a cloud solution provider for the big data storage and processing. I am not sure which one I should chose. I am aware of few technologies out ...
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How to Read Photos for Deep Learning on Google Cloud Platform Compute Engine VM Instance, Through Jupyter Lab

I've set up a project on GCP with a Compute Engine VM and Storage Bucket. Access Scopes set to Allow full access to all Cloud APIs Have set a default Region and Zone I believe I have completed SSH ...
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25 views

Hardware needed for training VGG16 from scratch

i'm working on a classification problem in which i need to classify with the highest accuracy possible 38 classes. Here is a link to the dataset: PlantVillage dataset I want to get the highest ...
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1answer
137 views

how to run my python code on google cloud without fear of getting disconnected - an absolute beginner?

I have been trying to use python 3 for text mining on a 650 MB csv file, which my computer was not powerful enough to do. My second solution was to reach out to google cloud. I have set up my VMs and ...
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1answer
32 views

How can I use my laptop to implement analysis in Python but use a different fast server for computation of analysis?

I am working in a company but I am new in the field. We have a central server which is faster than my laptop (of course). So my goal is that I still use my laptop to do python analysis for machine ...
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1answer
20 views

Amazon Cloud Image istance most suited for R data mining

I'm new to the field of machine learning, I always used my laptop for regular statistical analysis with no performance problems. Though lately I started programming with caret and I find myself stuck ...
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1answer
77 views

Train a deep reinforcement learning model using two computers

I would like to know if there is a way to train a deep rl model using two different computers. The first one would execute the game and send requisitions to the second computer which would store and ...
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0answers
52 views

Using orange3 on a remote server or in the cloud [closed]

My question there is a way to run the orange, not on a local computer, but on a remote server, even in the cloud? My notebook has only 8GB memory and limited number of CPU core, which is insufficient ...
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2answers
176 views

Different number of images in classes

I am working on deep learning CNN project. The dataset contains more than 500 classes and the classes have different numbers of items (images). For example, some of the classses have 5 images and some ...
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1answer
51 views

Which cloud platform to maximize my impact as a data scientist? [closed]

I am looking to pick up the knowledge/software skills to move towards becoming an end to end deep learning engineer. By this I mean handling the following on my own: preprocess big data at low ...
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0answers
25 views

Cloud computing with country-specific region for Switzerland

Are there any cloud computing services that allow for processing and storing data exclusively in Switzerland? Are there any that have machine-learning-specific functionality? Most do not seem to have ...
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1answer
21k views

How to download dynamic files created during work on Google Colab?

I have two different files and on the first, I tried to save data to file as: np.save(open(Q1_TRAINING_DATA_FILE, 'wb'), q1_data) On second file, i'm trying to ...
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7answers
30k views

Are there free cloud services to train machine learning models?

I want to train a deep model with a large amount of training data, but my desktop does not have that power to train such a deep model with these abundant data. I'd like to know whether there are any ...