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

$30-250 USD

Closed
Posted over 5 years ago

$30-250 USD

Paid on delivery
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.
Project ID: 17820112

About the project

10 proposals
Remote project
Active 6 yrs ago

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10 freelancers are bidding on average $112 USD for this job
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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 Machine learning/Deep Learning, Image processing and Signal processing. I have knowledge and understanding of state of the art machine learning algorithms like SVM, neaural networks as well as basic algos like KNN and clustering. I have also worked with sklearn and keras in PYTHON. I have experience with tensorflow,Keras,Pytorch and a ot of other ML libraries. I have recently organized a bootcamp on AI and machine learning in my university. Due to my vast coding experience , I can handle your project with quality work. Kindly share some more details so that I can offer the exact solution to your problem. Regards
$77 USD in 2 days
4.9 (52 reviews)
5.9
5.9
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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
4.7 (34 reviews)
5.6
5.6
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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
5.0 (36 reviews)
4.9
4.9
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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 have specialization in Artificial intelligence, Machine learning. I am also working to be more of a Full-Stack developer, so that means I have more experience than indicated by just my Python background. I enjoy working with passionate people who know what it is they need and where they are headed. I've worked with individual people and with organizations in teams of 3+ people from all over the world. Kindly reply me soon so we can discuss more about this. Thank you for your time
$116 USD in 3 days
4.9 (35 reviews)
5.2
5.2
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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.
$155 USD in 3 days
5.0 (2 reviews)
2.2
2.2
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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 your model on ML-Engine? Can you not just train it locally then deploy it? Sorry for the confusion, Ben
$66 USD in 3 days
5.0 (2 reviews)
1.3
1.3
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Dear Hiring Manager, A pleasure to meet your acquaintance! Hi, I am Sunny I am an Independent full-time freelancer specialized in python platform and have 4+ years of experience as an in the field of data science. I have good command in many of programming languages. My beliefs into deliver projects within given time frame. If I am talking about my past work experience I accomplished plenty of challenging and cumbersome tasks in many fields especially deal with data analyzing tasks like data gathering, data scraping, object classification, data clustering, Image processing. I am familiar with other Google's API such as Google Maps, Contacts, Places, and Custom Search etc. I have good experience with given technologies and i can do plenty of tasks on listing technologies: Machine Learning with Python, C++, C, Software Development with Python and Java, Standalone Applications. Also, I have a wide knowledge about many machine learning and data processing libraries like Sci-kit learn, Tenserflow, Scipy, Panda, Numpy, NLP(NLTK) and much more. I feel myself a good fit for this job because I believe in Long-Term-Collaboration with you in order to run your project successfully. We can decide the exact budget when you will get back to me inbox with exact requirements. Regards, Sunny
$200 USD in 3 days
0.0 (0 reviews)
0.0
0.0
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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.
$55 USD in 3 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of UNITED KINGDOM
Leeds, United Kingdom
5.0
109
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Member since Nov 6, 2013

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