Questions tagged [google-cloud]

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Users supplying their ML model [closed]

I want to develop an app where each user will upload images of people, I will create a model for that user with all the uploaded images, and I will train the model to identify the people. I am new to ...
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10 views

What are the value propositions of Databricks compared with GCP, AWS or Azure?

Especially when considering GCP, the analytics offer from Google is quite interesting. Why would you go with Databricks? GCP has also great integration between tools as well as great support for ML/AI,...
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12 views

Google AutoML Sentiment Analysis

I am trying to develop a custom sentiment analysis model on Google AutoML. I have achieved the same, however, I have the following query: Scenario1: I have excluded records from my training data where ...
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1answer
16 views

Lower performace with same script on google cloud vs laptop

So I want to test a lot of hyperparameters for an xgboost classification model and also do cross validation for all of these. To do this I use a gridsearch. To speed up the process I want to use as ...
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10 views

GCloud AI Platform for an ETL process is the right approach?

I'm involved in a project consisting in: Extracting from the internet a document (file of 8/10 pages) Processing it (extract text, clean, tokenize and lemmatizing) Loading it to a Relational data ...
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1answer
192 views

How many images can be trained in Google Colab? [closed]

I am using the ResNet50 pretrained model to train my images using TensorFlow. I have 70k images and upgraded to Google Colab Pro, but still I am facing a memory error. So how many images I can train ...
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20 views

Recommendation Systems User Profile Streaming Data on GCP

I have a recommendation system that recommends articles to different users. I am planning to provide the recommendations in an off-line fashion. Where I already have a table in BigQuery which has the ...
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2answers
11k views

How to setup and run Conda on Google Colab

I am interested in using Google Colab for data modeling. How do I install conda, create an environment and run python in a notebook? I did some searching and found some helpful hints, but had several ...
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1answer
132 views

Google DataFlow

I'm trying to build a Google dataflow pipeline through one of the posts in Medium. https://levelup.gitconnected.com/scaling-scikit-learn-with-apache-beam-251eb6fcf75b However, it seems like I'm ...
4
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1answer
2k views

Joining tables from different locations in Bigquery

I have been trying to join two tables from different datasets that are in different locations but in the same project. However, I keep getting the error: ...
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1answer
259 views

How do I change the location of Google BigQuery

So, I'm trying to use Google BigQuery for the first time for a project of mine, and I'm a bit confused. The documentation isn't helping much, and it looks like all the Google employees are gone thanks ...
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0answers
30 views

Local RTX 2080 is 3x faster than V100 on GCP?

I have a gaming rig with an i9 CPU, 32GB RAM and RTX 2080, and I have a GCP VM with 4 vCPU, 52 GB RAM and V100. I try to train the same dataset using the same toolchain on both machines and these are ...
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246 views

Which GPU instance to opt for in Google Cloud?

I am looking to rent a GPU instance in Google Cloud for casual deep learning model training purposes and wondered about the differences between the available Nvidia Tesla versions which are Nvidia ...
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1answer
549 views

Comparing rows in Data Studio

I am using Data Studio for a project and I am connecting to my BigQuery table. My table contains following columns: Date Store_name Footfall I'd love to compare the footfall of two stores using Data ...