Questions tagged [cloud-computing]

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Deep learning on cloud

I am trying to implement some deep learning models with large amount of data around 10gigabyte. Although, my Laptop and Collab-free crashes when it tries to load them. Do you think it worths to buy ...
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0answers
14 views

Machine Learning Recommender high data intensity

We are building a recommender engine to be integrated in an app that, each time an API is called, will pull thousands of records from an Azure SQL database and create recommendations. Currently with ...
1
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1answer
368 views

Keras multi GPU in vast.ai

I am trying to run a keras model on vast.ai using multiple GPUs. For that I am using keras.utils.multi_gpu_model , however I keep having this error: ...
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0answers
32 views

What VM should I use? [closed]

So I am starting a project that has some code in it that has to do with machine learning (for example recommender system). At the moment I am thinking that if I want to deploy this application, should ...
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0answers
19 views

Moving paper documents to cloud (AWS) - [closed]

I'm trying to solve a simple problem and seeking advise/suggestions - I have lot of paper documents in my drawers which I want to store on cloud (S3) as PDFs. My idea blueprint is - 1) scanning all ...
1
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0answers
24 views

What is the easiest way to duplicate my model and run in 10 cloud machines? [closed]

I have built a model in a cloud machine(google cloud). It runs for a few hours to a day. I need to scan some parameters like learning rate and batch size. How do I duplicate my compute engine, run ...
1
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0answers
11 views

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 ...
1
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1answer
703 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 ...
0
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1answer
44 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 ...
0
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1answer
27 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 ...
2
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1answer
321 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 ...
1
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0answers
97 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 ...
1
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2answers
697 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 ...
0
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1answer
54 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 ...
1
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0answers
27 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 ...
5
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1answer
31k 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 ...
33
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7answers
38k 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 ...
31
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5answers
12k views

What are the use cases for Apache Spark vs Hadoop

With Hadoop 2.0 and YARN Hadoop is supposedly no longer tied only map-reduce solutions. With that advancement, what are the use cases for Apache Spark vs Hadoop considering both sit atop of HDFS? I've ...