Data Science Stack Exchange
Data Science Stack Exchange

Questions tagged [cloud]

15 questions
4
votes
3 answers

How to Deploy a Scikit-learn Model into the Cloud?

I have generated a common Sklearn model for text classification which I want to make accessible in the cloud (there is no provider preference) as an API. So far the closest solution that I managed to find is in this tutorial but it seems quite…
Hendrik
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3
votes
1 answer

PointCloud value prediction - regression

I have point clouds for 400 objects. I have also some other features of these objects. For example their weights. How I can now train model to predict the weight based on the shape(point cloud)? I have seen pointnet but is seems it is only for…
Mateusz
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3
votes
1 answer

Error with Jupyter Notebook and Google Cloud

so I integrated my google cloud with the Jupyter Notebook and it seemed to be working as follows: [I 12:13:51.633 NotebookApp] Serving notebooks from local directory: /home/kerenb1 [I 12:13:51.633 NotebookApp] The Jupyter Notebook is running at: [I…
Keren
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2
votes
1 answer

Where and how to do large scale supervised machine learning?

I'm beginner in ML and I have a large dataset that has 15 features with 6M rows, so it becomes challenging to work on it locally. I can train one model locally but to perform hyper parameter tuning and cross validations with my macbook pro, it runs…
ro23
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2
votes
1 answer

Can I install Tensorflow and Keras on Cloud?

I will like to install Tensorflow and Keras on my PC. I use 32 bits OS. I learnt Tensorflow is not compatible with 32 bits. I cannot upgrade my OS to 64 bits since my hardware does not support it. I have learnt one or two things about cloud…
Mr Prof
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2
votes
0 answers

Migrate Dash App to separate Data Studio Reports

I would like to know how can I do this and if it is makes sense to you. I have a Dash app written in Python in which: 1) I make the connection to my Databases (Python). 2) Perform several queries in SQL to obtain the data I need (Python). 3) If…
Laura
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1
vote
1 answer

Dividing a dataset to parallelize machine learning training on the cloud

I'm very new to machine learning. I am doing a project for a subject called parallel and distributed computing, in which we have to speed up a heavy computation using parallelism or distributed computing. My idea was to have a dataset divided in…
ptushev
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1
vote
1 answer

How to integrate google cloud with dropbox and jupyter notebook using tensorflow

So I opened up a google cloud account and have access to global and local (us east 1) resources (Compute Engine API , NVIDIA K80 GPUs) and connected it to my dropbox. Next, I followed this youtube video to try to connect it to my jupyter…
Keren
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1
vote
0 answers

Is it required to use Tensorflow in Google ML Engine, or can Theano etc be used?

I am just getting into Googles Cloud services, and have not been doing much ML in Python. I have done one or two ML projects in school using Tensorflow, but not really accustomed with the other available libraries. Is it so that if I am interested…
digestivee
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0
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1 answer

Do I need to read an entire database for a recommendation system?

Let's say I have a database with approx 100000 rows. I want to build a content-based recommendation system. Do I really need to read the entire database to calculate similarity? That would be very expensive to do it hosted on AWS, Azure, etc.…
Dani
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0
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1 answer

What are good subscription based cloud ML platforms?

I'm currently working on multiple projects with Deep Learning and Keras. I've been using Google Colab for the last couple of months and it's been fantastic but I feel like I need stronger GPUs (maybe multiple V100s) to train some of the models that…
Joseph Anderson
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0
votes
1 answer

Free Service for Alpha Zero training

I'm an AI student I need to train a deep neural network using the Alpha Zero (Silver et al) for a simple game using this implementation: http://web.stanford.edu/~surag/posts/alphazero.html. I was wondering if any cloud provider like Google or Amazon…
J. Doe
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0
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1 answer

Hadoop, Spark and Cloud

It seems Hadoop, Spark, and different versions of Clouds offer facilities to store and analyze big data. There are some articles comparing Hadoop and Spark (for example, this article). There are also articles which discuss services on AWS for…
Tara
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0
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1 answer

Using large files in a OVHcloud AI notebook

I’m trying to train an artificial intelligence model on OVHCloud AI Notebooks with the Common Voice’s dataset from Mozilla. The problem is that this database has a 70 GB size. I have tried to download it on my computer, and then to export the…
Mathieu
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0
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1 answer

What is CI/CD Pipeline in DevOps?

I just graduated with a non-tech background. As a person from a non-IT Background is DevOps a good career choice? Is it a good time to enroll in devops training?
Nathan Martin
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