Find Jobs
Hire Freelancers

Neural Network Model Training in Keras

$1500-3000 USD

Closed
Posted about 1 month ago

$1500-3000 USD

Paid on delivery
Objective: We are seeking an individual or company skilled in neural networks and Keras to develop a predictive model. This model will forecast the occurrence of a phenomenon based on historical data. Requirements: Data Acquisition: Historical data required for training the model will be fetched via an API from our comprehensive database, which is updated multiple times weekly. Data Processing: All retrieved data will be processed to facilitate effective model training. This includes Exploratory Data Analysis (EDA) to identify impactful data, outlier detection for data quality, and feature engineering to determine the final model inputs. Model Development: Train two types of models using Deep Neural Network (DNN) and Long Short-Term Memory (LSTM) architectures: A classification model to determine the likelihood of an event's occurrence. A prediction model to quantify the value of the event. Implementation Platform: The system will be implemented on a cloud platform, such as Digital Ocean or Google Cloud Platform. Web Interface: A user-friendly web interface for system management will be provided, enabling model management, testing, and real-time accuracy assessments. Operational Details: Data Integration: Seamless integration with our database API to continuously retrieve and update past data. Data Handling Module: Conduct Exploratory Data Analysis (EDA). Detect and eliminate data outliers. Perform final feature engineering. Model Training Module: Aim to achieve approximately 85% accuracy in models. Train models under two architectures: DNN and LSTM for both classification and quantitative prediction tasks. Cloud Integration: Migrate the entire solution to a cloud platform. Provide APIs for ongoing training and prediction. Implement an automatic scheduling mechanism for model updates when new data is added to the database. Web Management Interface: Facilitate remote model management, including swapping active models and initiating predictions. Provide tools for login and integration with cloud IAM and cloud functions. Enable model management through cloud storage, with the model name sent as an API parameter. Host an external database for statistical comparison of predictions against actual outcomes and display statistical charts.
Project ID: 37985674

About the project

29 proposals
Remote project
Active 2 days ago

Looking to make some money?

Benefits of bidding on Freelancer

Set your budget and timeframe
Get paid for your work
Outline your proposal
It's free to sign up and bid on jobs
29 freelancers are bidding on average $2,379 USD for this job
User Avatar
Hey Good afternoon , Just finished reading the brief details . I see you have been looking for someone who has experience with these tech stacks Training, Algorithm, Data Processing, Data Science and Keras. I will request you to review my profile, skills, projects and customer feedbacks to confirm that I will be good fit for this job. I would like you to start the chat so we can discuss the project in detail and we will see how it goes. Questions: 1. These are all the requirements? If not, Please share more detailed requirements. 2. Do you currently have anything done for the job or it has to be done from scratch? 3. What is the timeline to get this done? Why Choose Me? 1. I have done more than 250 major projects only on freelancer.com. 2. I have not received a single bad feedback since last 5-6 years. 3. You will find 5 star feedback on last 100+ major projects which shows my clients are happy with my work. Portfolio: https://www.freelancer.com/u/AwaisChaudhry Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) Thanks and regards, Awais
$3,000 USD in 11 days
5.0 (1 review)
5.5
5.5
User Avatar
Greetings, Thank you for considering my application for this project. As an AI Engineer and Developer with over 8+ years of experience, I bring a wealth of knowledge and expertise in the field of Deep Learning. I have carefully reviewed the project description and am eager to discuss your specific needs and requirements in more detail. My commitment is to provide dedicated support and consistent follow-up throughout the project's lifecycle. Please feel free to reach out to me to further discuss how I can contribute to the success of your project. Looking forward to the opportunity of working together. Best regards, KuroKien
$2,000 USD in 1 day
4.8 (72 reviews)
5.8
5.8
User Avatar
Hello, I have rich exp in ACM/ICPC and deep understandings of algorithms for Classifications, NLP, Image, speech and text Processing,Neural Networks,e.t.c I am an MSc majored in mathematics. (Probability and Statistics in detail) Consultation is also welcome. I have have rich experience in mathematical and algorithm problems. I can help you get insights on the data you described. Algorithm(exp. in ACM/ICPC)/Artificial intelligence(AI) Machine Learning (Neural Networks), Deep Learning C++/C#/Matlab/R/Python/java I will be more than excited to provide you a quality solution and earn your respect, confidence and trust
$1,500 USD in 2 days
4.8 (28 reviews)
5.4
5.4
User Avatar
Hi. Thanks for your posting. I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL who has many years of experiences in CNN/LSTM/RNN using tensorflow, keras, pytorch. Please contact me to discuss the project in more details. Waiting for your contact now... Thanks. Best Regards.
$1,500 USD in 7 days
4.8 (7 reviews)
4.4
4.4
User Avatar
Hi My Name Is Murad and I’d like to be considered for your position. I Provide certain services : 1. MS Office 2. Web Research 3. Data Entry 4. CorelDraw ,Photoshop And Illustrator 5. eCommerce , Amazon , ebay , Shopify 6. WordPress Spare a moment to take a look at my reviews. Please, let me know what is needed to secure this bid! Thank you for your consideration Murad Eltaher
$3,000 USD in 7 days
4.6 (55 reviews)
4.8
4.8
User Avatar
kindly share details about the historical data based on the type of data we can employ the algorithms for predictive analysis . If data is contineous and varaible with time we can use Prophets model or ARIMA
$2,250 USD in 7 days
4.5 (3 reviews)
4.0
4.0
User Avatar
As a data scientist fluent in training neural networks in keras, tensorflow, pytorch. I am the ideal candidate for your project as my extensive experience encompasses not only the creation of neural network models but also proficiency in using the Keras library- a valuable asset in tackling your forecast and predictive model requirements. My familiarity with working on comprehensive databases, obtaining historical data through APIs, and conducting Exploratory Data Analysis positions me perfectly for the task at hand. Moreover, my expertise in utilizing DNN and LSTM architectures would be instrumental in training models capable of not just classifying event likelihoods but also quantifying their value. Achieving precision is paramount and I am confident in delivering status quo-busting 85% accuracy. Migrating your system to a cloud platform such as Digital Ocean or Google Cloud is a task simplified for me, as I have considerable knowledge of cloud infrastructure management.
$2,222 USD in 7 days
5.0 (7 reviews)
3.0
3.0
User Avatar
Hello Sebastian P.! Your Neural Network Model Training in Keras is exactly the type of project that sparks my interest and motivates me to get involved. With years of experience in Data Processing, Keras, Data Science, Training and Algorithm, I can assure you of high-quality work that is delivered timely and meets your expectations. Collaborating with you will be a valuable opportunity for my professional growth. Please contact me to discuss more regarding this project. Cheers, Wilfred
$2,525 USD in 1 day
5.0 (1 review)
2.3
2.3
User Avatar
Hello, We should use sportmonks API for your project. When it comes to developing robust and effective neural network models using Keras, I've got the expertise to make your project a resounding success. My mastery of backend technologies including Python (Django/Flask/FastAPI), as well as PHP (CI/Laravel/CakePHP), and my in-depth understanding of data processing make me the perfect fit for your project's backend needs. As you aim for at least 85% accuracy in your models, my skills in predictive modeling using AI / ML / CV and deep learning using Pytorch, Scikit-learn will be of immense value. But it doesn't end there; I also bring to the table my proficiency in DevOps & Cloud, with experience in AWS, Google Cloud Platform, and Azure. This allows me to ensure a seamless platform migration of our solution as you desire. The implementation of an automatic scheduling mechanism you require for model updates when new data is added to the database? Consider it done! And let's not forget about the user-friendly web interface that I can provide for accurate testing, real-time monitoring.
$2,250 USD in 7 days
5.0 (2 reviews)
1.5
1.5
User Avatar
With my broad skill set and extensive experience in data sciences, neural networks, and cloud platforms, I am poised to meet your exact needs for developing a robust predictive model in Keras. Over my 8-year career, I have garnered comprehensive knowledge not only in neural networks but also in the entire data lifecycle - from acquisition through processing to model development. My expertise will enable me to seamlessly integrate with your API, diligently handle your data with various techniques including EDA and feature engineering for optimal model outputs, and train models using both DNN and LSTM architectures. With an ultimate aim of accuracy, I always strive for at least 85% accuracy during training. Thank you
$3,000 USD in 15 days
0.0 (0 reviews)
0.0
0.0
User Avatar
Hello! I can do your Neural Network Model Training in Keras job accurately. My experience with Data Processing, Training, Algorithm, Keras and Data Science makes me the right person to help you complete this project. I am available to start immediately upon your approval. Message me for further discussions on this project. Thank you Sebastian P. for your consideration. Sincerely Carolyne
$2,525 USD in 1 day
0.0 (0 reviews)
0.0
0.0
User Avatar
Hi Sebastian P., How are you doing? As a professional developer with expertise in Training, Keras, Data Processing, Algorithm and Data Science, I eagerly anticipate the opportunity to complete this project for you. Please drop me a message to discuss the project detail. Thank you for considering my services.
$1,500 USD in 6 days
0.0 (0 reviews)
0.0
0.0
User Avatar
Dear Sebastian P., I’ve read all of your requirements fully and I'm really interested in Neural Network Model Training in Keras. I have rich experience in Data Science, Data Processing, Keras, Algorithm and Training with over 9 years. I am always ready to discuss more detail this project with you and I can start working immediately. Looking forward to working with you soon. For the best result and a long term in the future. Regards, Mikael.
$1,500 USD in 4 days
0.0 (0 reviews)
0.0
0.0
User Avatar
Hi, We went through your project description and it seems like our team is a great fit for this job. We are an expert team which have many years of experience on Data Science Please come over chat and discuss your requirement in a detailed way. Regards
$3,000 USD in 7 days
0.0 (0 reviews)
0.0
0.0
User Avatar
Leveraging my extensive experience and expertise in Machine Learning, Artificial Intelligence, and Cloud Computing, I am perfectly positioned to handle your project on Neural Network Model Training in Keras. With a deep understanding of Data Processing and Exploratory Data Analysis (EDA), I can effectively fetch, process, and identify relevant historical data for model training from your comprehensive database via the API. My proficiency also extends to outlier detection and feature engineering which are pivotal stages in ensuring a robust and accurate model. Furthermore, I have substantial hands-on experience with both Deep Neural Network (DNN) and Long Short-Term Memory (LSTM), the two architectures you seek to implement for classification and quantitative prediction tasks. Having trained various models with different outlooks, my training methodology aligns with your goal of achieving roughly 85% accuracy for your system. Pertinently, I'll ensure a seamless migration of the entire solution to a cloud platform including Digital Ocean or Google Cloud Platform and provide APIs for ongoing training and prediction.
$3,000 USD in 30 days
0.0 (0 reviews)
0.0
0.0
User Avatar
Nice to meet you SebastianPRM,The requirements of your project match my areas of work and skills, to introduce myself. My name is Anthony Muñoz and i am the lead engineer for DS Pro IT agency. I have worked for over 10 years as a Full-Stack and software development engineer and have successfully done multiple jobs. It will be a pleasure to work together to make your project. Feel free to discuss about the project with me, greetings.
$4,216 USD in 7 days
0.0 (0 reviews)
0.8
0.8
User Avatar
With over 5 years of experience as a Full Stack Developer and a robust assortment of skills in Node.js, Python, React.js, AWS and GCP, I am adept at leveraging the abilities of Keras for implementing and training neural network models. I have an in-depth understanding of data acquisition, processing, and model development to ensure your predictive model precisely characterizes the phenomenon at hand. My exposure to seamless data integration and cloud migration can effectively handle your constantly updating comprehensive database and ensure smooth API implementation. Apart from these technical competencies, I offer exemplary problem-solving skills with profound proficiency in data handling and EDA. My capacity to identify impactful data via EDA will be invaluable in selecting the most relevant data points for constructing an accurate predictive model that satisfies your need for approximately 85% model accuracy. Additionally, my knowledge of Docker and GitLab can aid in implementing automatic scheduling mechanisms for timely updates on [+150 limit] Thanks
$1,500 USD in 20 days
0.0 (0 reviews)
0.0
0.0
User Avatar
Hi Sebastian! As a web developer with rich experiences in neural networks and Keras, I excited to discuss this project details for clear understanding. Let's connect and get started. Alexandr
$2,000 USD in 10 days
0.0 (0 reviews)
0.0
0.0
User Avatar
I have about 12 research articles and i am first and corresponding author in Machine Learning and deep learning that accepted by reputable international journal that indexed by scopus. My name is Bibit Waluyo, and I am deeply passionate about leveraging cutting-edge AI solutions to drive innovation and impact. With my extensive experience in Machine Learning Engineering and all my skills aligning with your project's requirements, I believe that I will excel in delivering a remarkable solution for your Neural Network Model Training in Keras project. My proficiency in Python, Machine Learning, Data Science, and Data Processing is backed by a robust background in mathematics and statistics. It is through these skills that I've successfully achieved an approximate 85% accuracy in training models - something we subcontractors strive for in every project. Moreover, my diverse expertise has allowed me to apply machine learning methods across various sectors similar to which your project belongs - economics, finance, physics and biology. So if you are looking for a seasoned professional who can ensure top-notch results while adhering to strict deadlines, then look no further! I would be delighted to work on this compelling project with you - analyzing historical data from comprehensive database via API integration, processing them effectively through EDA and outlier detection, training Deep Neural Networks architectures (DNN) and Long Short-Term Memory (LSTM).
$2,500 USD in 7 days
0.0 (0 reviews)
0.0
0.0
User Avatar
Hello; I have read your RFP and would like to work with you on it. I use Python in many fields including data analysis, machine learning, deep learning, computer vision and others. I would like to build and train a CNN model and a LSTM model for event forecasting. I hereby place for your consideration this proposal to deliver for a total cost of USD 3500. I hope I will be hearing from you at your earliest convenience. Thanks and best regards;
$3,500 USD in 30 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of POLAND
Wojkowice, Poland
0.0
0
Member since Apr 11, 2024

Client Verification

Thanks! We’ve emailed you a link to claim your free credit.
Something went wrong while sending your email. Please try again.
Registered Users Total Jobs Posted
Freelancer ® is a registered Trademark of Freelancer Technology Pty Limited (ACN 142 189 759)
Copyright © 2024 Freelancer Technology Pty Limited (ACN 142 189 759)
Loading preview
Permission granted for Geolocation.
Your login session has expired and you have been logged out. Please log in again.