Find Jobs
Hire Freelancers

Time series forecasting machine learning model

$250-750 USD

已关闭
已发布5 个月前

$250-750 USD

货到付款
I am looking for a skilled data scientist to develop a time series forecasting machine learning model. The project involves forecasting for the next 2 periods with an achievement of MAE of less than 50. Skills and Experience: - Strong knowledge and experience in developing machine learning models for time series forecasting - Proficiency in handling and analyzing historical sales data - Ability to understand and interpret complex patterns and trends in data - Expertise in selecting and implementing appropriate machine learning algorithms - Familiarity with techniques for optimizing and fine-tuning models - I use Python to code, i would appreciate it if the model is coded in python I am not really interested in the candidate's track record, i just want a reliable forecasting model that can predict the 2 periods with an MAE of less than 50. Its up to you on how you split your percentage training and testing data, whether its 80%-20%, 90%-10%, 95%-5%, etc. Data Description. - There are 550 data points. - There pattern is not see to easy, hence it requires a good machine learning model/any model applicable to learn the hidden pattern. - The 550 data points are the historical/previous moves made by an chess game, the chess can make a total of 376 992 non-repetitive moves. Each move is assigned a value between 1 and 376 992, each data point represent the assigned value of the move made. - I have attached the image of the 550 data points as well the excel file with the 550 data points. Good luck!!! :)
项目 ID: 37620179

关于此项目

38提案
远程项目
活跃3 个月前

想赚点钱吗?

在Freelancer上竞价的好处

设定您的预算和时间范围
为您的工作获得报酬
简要概述您的提案
免费注册和竞标工作
38威客以平均价$446 USD来参与此工作竞价
用户头像
Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
$500 USD 在7天之内
5.0 (40条评论)
6.8
6.8
用户头像
Hi, we have developed more research concepts using Python/MATLAB/Julia. Expert in Forecasting like ARIMA, LSTM etc. if you need any query related to this project, kindly contact through chat, thank you.
$500 USD 在7天之内
4.9 (18条评论)
5.4
5.4
用户头像
Hi Good evening , I have read the brief details on your job listing . I see you have been looking for someone experienced with ML Development. Its been 8 years since I have been working on freelancer.com, I have 9 years of experience doing similar jobs. I would request you to check my profile and review projects, feedbacks of projects related to those skills. Questions: 1. These are all the requirements of your job or do you have more? If yes, Please provide detailed requirements in chat and let me review and get back with queries. 2. Do you currently have anything done or this job has to be done from scratch? 3. What is the timeline to get this job done? 4. Are you open to use 3rd party APIS for it even if they are paid? 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) Please initiate the chat so we could discuss it in detail and we will continue from there. Thanks! Awais
$750 USD 在7天之内
4.5 (3条评论)
5.5
5.5
用户头像
Hi there, I am an ML engineer. I can start right away and deliver within the deadline. So, Let’s have a quick conversation. I can be more specific once we get all the requirements and information required to execute the project. Thank you!!
$250 USD 在7天之内
5.0 (28条评论)
4.8
4.8
用户头像
Hi, My name is Seyed Amirreza and I'm an experienced Python developer with the necessary skills to complete your project. I already worked on Time Series of data Sequence of data includes Automated stock trading, Stock prices, Weather and classification on series data. My track record of success with similar projects is proof that I can deliver results quickly and accurately. If you're interested in hearing more about how I could help you, please don't hesitate to reach out! I can provide the requirements with minimum time and cost.
$250 USD 在1天之内
4.9 (10条评论)
4.8
4.8
用户头像
Hi there, I am a Data Scientist and am a professional responsible for extracting actionable insights and knowledge from large volumes of data. I have over 12-plus years of experience with Python Library Pandas, Karas, TensorFlow, NumPy, PyCharm, Py torch, Open CV, NLP, and others. My top priority is to provide a high quality of work, https://www.freelancer.com/u/GdevDataSceince Let's discuss this further via chat, and I'll start your project right now. Thanks Gdev
$500 USD 在7天之内
5.0 (4条评论)
4.5
4.5
用户头像
Hi I had a PhD in computer science. My area of expertise is machine learning. I had published many articles and worked with many projects related to time series forcasting, please check my profile. Contact me.
$500 USD 在7天之内
5.0 (7条评论)
4.0
4.0
用户头像
Hello ,I hope this message finds you well. I will be able to help you with your project. i have experience in forcasting related model . I read through your data attached and it sounds like I am just the right person for it. I have the right skill set with sophisticated experience in Machine Learning,Deep Learning ,Data Science , Data Cleaning & Preprocessing ,Data Analysis , Data Visualizations using Matplotlib & Seaborn , NLP . I graduated from Faculty of computers & AI , i was specialized from AI major. As a next step I would like to discuss some further questions with you over the chat or a call. Further, I am in the preferred Freelancer program, making me part of the top 3% on the platform. Many successful past projects can be seen on my profile page. Thanks in advance
$250 USD 在7天之内
5.0 (8条评论)
3.6
3.6
用户头像
Building on my extensive experience in Machine Learning and Data Science, I am the ideal candidate to deliver an accurate and robust time series forecasting model for your chess game data. I fully comprehend the demands of your project to not solely meet the MAE requirement of below 50 but also navigate the complex patterns within the dataset that have been obscure thus far. My track record may not be of maximum importance, but it reflects my ability to tailor make solutions that meet and exceed client expectations. With proficiency in handling diverse datasets and selecting appropriate models/solutions, I intend to leverage on my expertise to implement a model that specifically fits your needs. My natural aptitude in identifying optimal ways to fine-tune models will greatly aid in producing a reliable outcome while using Python, which is my preferred tool for coding. Furthermore, my thoroughness extends into communication; guaranteeing a shared understanding of goals, timelines, and deliverables. During our cooperation, I can assure you that your interests will always remain at the forefront as we integrate changes and optimize performance throughout the project.
$250 USD 在7天之内
4.9 (13条评论)
3.8
3.8
用户头像
With a profound knowledge of your needs and an extensive background in Machine Learning (ML), I am confident that I can provide you with the time-series forecasting model you require. As a software engineer, AI developer, and seasoned ML professional, I have consistently delivered pioneering solutions throughout my career. I am well-versed in leveraging Python for your coding preferences. Utilizing complex algorithms and data manipulation techniques, I have analyzed and forecasted various datasets effectively. From your project description, it is evident that your dataset calls for an intricate understanding of pattern recognition to determine possible chess moves. My experience with diverse domains of ML would be directly useful for this non-repetitive move dataset comprising 550 moves assigned with values in a range from 1 to 376 992. The best result requires a fine-tuned model and an astute selection of ML algorithms. Ample experience has provided me sharp insights into problem-solving and metrices optimization crucial for your project. In conclusion, my proven expertise makes me the ideal candidate to develop your time-series forecasting model. I guarantee dedication and professionalism in generating numerous training-testing data splits until we achieve the desired result of MAE less than 50. Thank you for considering me for this integral project!
$700 USD 在7天之内
5.0 (2条评论)
3.3
3.3
用户头像
As an accomplished Machine Learning Engineer and data analyst with a complementary sub-skills set in data analysis, machine learning and Excel programming, I have successfully created several machine learning models in a wide array of fields including chess strategy optimization. With over 15 years of valuable experience constructing applications in Matlab and Excel, my skillset is well-suited to develop the time series forecasting model you need. In addition to designing analytical solutions, I have strong familiarity with SVM, Naive Bayes, Nearest Neighbor and K-means clustering techniques, which are highly applicable to your project. These competencies will allow me to effectively analyze your dataset of 550 historical data points representing non-repetitive chess moves. Moreover, my expertise extends beyond mere implementation as I understand the crucial steps involved after design: testing, validating and optimizing the models. This ensures that your targeted goal of achieving an MAE less than 50 for a two-period forecast can be met. I look forward to applying my expertise in Python and other relevant skills to deliver a skilfully-developed machine learning model that greatly enhance your business forecasting strategy.
$500 USD 在7天之内
4.6 (9条评论)
3.8
3.8
用户头像
Hello, I'm an automation and computer science engineer , I have 6 years experience with MATLAB and Simulink , I was a researcher in data processing doctoral laboratory where we mainly use MATLAB to program and solve all kind of technical and mathematical problems that occurs upon our experiments and calculus works.( machine learning/ neural network/ deep learning /AI /IOT ) , I can absolutely help you in your forecasting ML project to chose the best prediction approach as I worked on many similar projects before and built accurate machine learning models , please feel free to contact me for more samples in deep learning and machine learning field and to discuss details . I will do my best to deliver high quality work. Kind regards
$750 USD 在7天之内
5.0 (4条评论)
3.2
3.2
用户头像
Hi... Nice to meet you. I'm a programmer. Especially I am artificial intelligence expert. I have worked in this field for 5 years. I have completed many projects including neural style transfer, object detection, Natural Language Processing and so on. I checked your proposal carefully. I will finish your project perfectly and deliver good results. Especially, I am glad to work with you. Please discuss more detail about your project. Thanks!!!.
$250 USD 在7天之内
4.9 (2条评论)
2.6
2.6
用户头像
Hello Sir/ Ma’am We are a group of Software Engineers (Programmers) having 10+ years of experience. Expert in JAVA (swing, FX, Springboot) , C prog, C++ prog, .NET, C# prog , Python, MATLAB. 
Artificial Intelligence (AI) , Machine Learning ,Deep learning, CUDA, Metatrader, MQL4, Data Science, Data Structure, OpenCV, OpenGL. Done 770+ projects here on FREELANCER.COM. The bid is negotiable and we can talk about the price. Thank you
$750 USD 在10天之内
5.0 (1条评论)
2.0
2.0
用户头像
I have carefully reviewed your project requirements, and I am confident that I can develop a time series forecasting model to predict the next 2 periods with an MAE of less than 50. 1. Data Preprocessing: - Perform any necessary data cleaning - Split the data into training and testing sets. For time series data, it is important to maintain the temporal order, so I suggest using a split such as 80%-20% or 90%-10% to ensure the model learns from past data and predicts future periods accurately. 2. Feature Engineering: - Explore the dataset and extract relevant features that can capture the patterns and trends in the chess moves. - Consider incorporating additional features such as time-related variables, lagged values, or statistical measures to enhance the model's predictive power. 3. Model Development: - Select suitable machine learning algorithms for time series forecasting. Some potential models include ARIMA, SARIMA, Prophet, or LSTM-based models. - Implement the chosen model using Python libraries such as statsmodels, Prophet, or TensorFlow/Keras for LSTM models. - Train the model using the training data 4. Model Evaluation and Fine-tuning: - Calculate the Mean Absolute Error (MAE) to assess the forecast accuracy. - Fine-tune the model by adjusting hyperparameters or exploring ensemble methods if necessary to further improve performance.
$400 USD 在7天之内
2.2 (6条评论)
4.7
4.7
用户头像
Dear Client, I am a seasoned data scientist specializing in time series forecasting with a robust background in analyzing historical sales data. Proficient in Python, I propose developing a model for your chess game dataset. Approach: Utilizing advanced time series techniques, I'll train the model on the 550 historical chess moves. Employing a data-driven approach, I'll split the data for training and testing, optimizing for an MAE of less than 50 for the next 2 periods. Regular validation checks will fine-tune the model. Data Description: Leveraging the non-repetitive nature of the 376,992 possible moves, the model will learn hidden patterns. Delivery: The Python-coded model will be accompanied by a detailed report on architecture, methodology, and performance metrics. I am committed to delivering a reliable forecasting model. Excited to contribute to your project's success. Best, HAFFIZUDDIN
$700 USD 在7天之内
5.0 (2条评论)
2.0
2.0
用户头像
I am confident in my ability to deliver a state-of-the-art time series forecasting machine learning model for your chess game dataset. With a strong background in data science, extensive experience in handling and analyzing historical data, and expertise in implementing machine learning algorithms, I am well-equipped to tackle the complexities of the hidden patterns in the 550 data points. My approach involves meticulous data preprocessing, thoughtful feature engineering, and the implementation of advanced machine learning techniques to achieve the desired forecasting accuracy. I will leverage my proficiency in Python to code the model, ensuring a scalable and maintainable solution. I am dedicated to providing a reliable forecasting model that meets your specifications of predicting the next 2 periods with an MAE of less than 50. My commitment to excellence extends to thorough testing and validation processes, and I am open to collaboration and feedback throughout the project. I look forward to the opportunity to contribute my skills and knowledge to the success of your time series forecasting project. Regards, KriraAI Infotech
$250 USD 在3天之内
5.0 (3条评论)
2.2
2.2
用户头像
As an experienced FULL-STACK developer boasting over a decade in the field, I bring a unique perspective to your time series forecasting project. While I understand that your main objective is the development of an accurate machine learning model, it's essential to have someone who can think out of the box when crunching data. Strong experience in handling, analyzing complex data patterns and interpreting them is one specialty that sets me apart. When it comes to machine learning, my expertise includes selecting the best-suited algorithms and implementing them effectively for optimization. I'm particularly comfortable with Python for coding reasons and offer frequent communication to ensure we're on-task and set realistic expectations. Lastly, let me address your unique dataset, comprising of historical moves from a chess game. While it may seem enigmatic at first, I'm confident in my capabilities to uncover this data's patterns and deliver you with precise forecasts for your two future periods. Give me a chance to wow you with my insights plus a dependable forecasting model! Looking forward to an opportunity to serve you exceptionally well!..
$500 USD 在7天之内
5.0 (1条评论)
1.6
1.6
用户头像
❤️Dear client❤️ I have read your project brief carefully, and I believe that I have the skills and experience necessary to complete this project successfully. ⚡️I am a Skillest AI Expert full experience(+7 years) and good skills in software developing. ⚡️ ⭐Python/R/⭐Matlab/Mathematica, ⭐Machine Learning/Deep Learning/Artificial Intelligence, ⭐full experience of Software Development. My proficient knowledge and full experiences assure high quality work. I will provide the best what you are looking for. We can discuss about the project more. *** I am always online so that contact at any time. ***
$300 USD 在2天之内
0.0 (0条评论)
0.0
0.0
用户头像
Hello, I am an astronomer and data analysist about predictioning time series with Machine Learning techniques. I am also working with python, MATLAB etc. softwares. I have an ability of solving the time series problem and working on its error analysis. I suppose I can help you about your problem. Best Regards, Mirkan Yusuf Kalkan
$250 USD 在7天之内
0.0 (0条评论)
0.0
0.0

关于客户

SOUTH AFRICA的国旗
Pretoria, South Africa
0.0
0
付款方式已验证
会员自1月 6, 2024起

客户认证

谢谢!我们已通过电子邮件向您发送了索取免费积分的链接。
发送电子邮件时出现问题。请再试一次。
已注册用户 发布工作总数
Freelancer ® is a registered Trademark of Freelancer Technology Pty Limited (ACN 142 189 759)
Copyright © 2024 Freelancer Technology Pty Limited (ACN 142 189 759)
加载预览
授予地理位置权限。
您的登录会话已过期而且您已经登出,请再次登录。