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Run my Keras deep learning model on Google ML Engine and serve predictions.

I am in need of developer who has experience with Python, Keras and Google ML Engine.

I have a deep learning model developed in Keras. I want to deploy it on Google ML Engine to serve predictions. I have written the code in a way that it can be deployed on Google ML Engine. The model trains alright when I run it locally using the python script but it has some issues when I use the `gcloud ml-engine train` command. The following are the issues that need to be fixed:

1. The `gcloud ml-engine local train` command to train the model locally runs but fails to install the required dependencies.

2. Currently, the model works by first downloading its training dataset to a local folder from my Google Storage Bucket and training on it. However, this makes a problem with ML engine since it doesn't have a local folder. Ideally it should get data directly on Google Storage bucket instead of downloading it locally but I am open to other suggestions on its solution.

3. I have a local script function that allows you to call predictions on the trained model. I want the serving function implementation relative to Google ML Engine so predictions can be directly from Google ML Engine deployed model.

All the documentation, README, and instructions at each step will be provided written in a full guide. I will personally also be available to answer any questions you might have.

The budget of this project is $70.

Skills: Google App Engine, Keras, Machine Learning, Python

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About the Employer:
( 74 reviews ) Leeds, United Kingdom

Project ID: #17820112

13 freelancers are bidding on average $112 for this job

uzairrzahid

Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machin More

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(22 Reviews)
4.9
williams115

Hi, there - My name is Phong. I have read your job description and I am very interested in this project because I have good experience with machine learning algorithm and python programming. I would love to speak wit More

$150 USD in 3 days
(14 Reviews)
5.0
MoAbd

I have 3 years experience in data science field, I`m interested in large-scale data mining and machine learning, I have experience building really fast and accurate machine-learning and deep-learning models in Python. More

$111 USD in 4 days
(33 Reviews)
5.3
andrewemel

Hi there, I would like to be considered for your project. I have 3+ years of experience in Python. I worked with AWS before so I can easily switch to Google ML. I'll be glad to help. Best regards, Andrew

$70 USD in 2 days
(24 Reviews)
4.5
roshanasim

I am a Machine Learning, Python developer and have professional skills in this Artificial Intelligence, Data Mining, Data Science with working experience of 4 years in it. Also i hold a degree in computer science and More

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(16 Reviews)
4.4
DarkKnight2206

Hello! I am a python developer. I looked at your project and it seems interesting. I have all necessary skills required for this project. Ping me to discuss in detail.

$140 USD in 2 days
(22 Reviews)
5.0
akhilmahajan90

Hey I am data scientist. i have 3 Years or more expereince in this field. i have done number of projects in machine learning as well in python(Django). 1) OCR ( human handwritten Recognition) 2) Object detection 3) fau More

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psdhillon

I have been working as data scientist for more than 4 years during which i implemented numerous machine learning algorithms to solve varied business problems.

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(2 Reviews)
2.2
benjmcarr

Hi there, I have experience deploying Keras models with ML-Engine, it can be tricky at times, I know your pain. However, I'm a little confused to your end goal here, is it to set up a script which trains and deploys More

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(2 Reviews)
1.3
datamachine007

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sadhanand

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masoodaslam

I have 2 years of experience working on machine learning and deep learning tasks. i mostly use google cloud engine for deep learning. So i have no problem in implementing your code on google cloud.

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(0 Reviews)
0.0