You will get Deep Learning model for time series forecasting (with statistical analysis)
Project details
As an experienced team, we offer Time Series and Forecasting Analysis. Stock prices are notorious for being the most difficult to predict; We, however, predicted it with an accuracy of more than 92%. This is partly due to our insight into time series analysis and rigorous understanding of Machine Learning concepts. You will also be provided with visualization, insights and forecasting. We can also provide a similar service to any time series data.
The models we will use for the time series forecasting are:
• ARIMA (AutoRegressive Integrated Moving Average)
• Moving Average
• Prophet
• RNN (Recurrent Neural Network)
• LSTM (Long Short-Term Memory)
• Auto Regressor
• Seasonal Decomposition of Time Series (STL)
• Exponential Smoothing (ETS)
• SARIMA (Seasonal ARIMA)
• VAR (Vector AutoRegression)
• GRU (Gated Recurrent Unit)
We are also Capable of:
• Clustering
• Classification
• Graphs and Plots for Visualization
Feel Free with Unlimited number of Revisions*.
You will get:
• A most accurate Deep Learning forecasting model for time series data.
• Step-by-step instructions on how to update the model on new data.
• Full source code.
Note: Contact before placing order.
The models we will use for the time series forecasting are:
• ARIMA (AutoRegressive Integrated Moving Average)
• Moving Average
• Prophet
• RNN (Recurrent Neural Network)
• LSTM (Long Short-Term Memory)
• Auto Regressor
• Seasonal Decomposition of Time Series (STL)
• Exponential Smoothing (ETS)
• SARIMA (Seasonal ARIMA)
• VAR (Vector AutoRegression)
• GRU (Gated Recurrent Unit)
We are also Capable of:
• Clustering
• Classification
• Graphs and Plots for Visualization
Feel Free with Unlimited number of Revisions*.
You will get:
• A most accurate Deep Learning forecasting model for time series data.
• Step-by-step instructions on how to update the model on new data.
• Full source code.
Note: Contact before placing order.
Data Tool
PythonWhat's included
| Service Tiers |
Starter
$25
|
Standard
$50
|
Advanced
$75
|
|---|---|---|---|
| Delivery Time | 2 days | 3 days | 5 days |
Number of Revisions | 2 | 3 | 4 |
Number of Graphs/Charts | 3 | 5 | 7 |
Number of Scenarios | 1 | 3 | 6 |
Number of Model Variations | 1 | 2 | 2 |
Model Documentation | |||
Data Source Connectivity | |||
Model Validation/Testing |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$12 - $30
Additional Revision
+$50Frequently asked questions
About Sheikh Muhammad
Agentic AI Developer & Data Scientist | AI Automation & LLM Specialist
Lahore, Pakistan - 4:49 pm local time
At reallytics.ai, our primary focus is on deploying advanced AI to solve your most critical business challenges through intelligent automation. Our expertise is best demonstrated through our next generation conversational AI: we build intelligent, text-based AI Chatbots that drive engagement and sophisticated, speech based voice assistants and AI Calling Agents that manage calls with stunningly human like skill. Leveraging agentic AI workflows, these solutions can autonomously schedule appointments, qualify leads, and resolve complex issues, freeing your team to focus on strategic growth.
Our commitment extends to providing comprehensive AI and data science solutions. Our foundational services span across ETL Pipelines, NLP, LLM, GEN AI, Computer Vision, and Time Series Forecasting. In addition to this data science expertise, we are a full-stack software house specializing in MERN, MEAN, and .NET frameworks, with a portfolio of successful projects including reallytics.ai, cardboardpackage.com, verifi.stac.ai, and realtalk.
Our entire approach is built on partnership and clear communication. As the founder, I remain actively involved in every project to ensure a seamless bridge between your vision and our technical team. After a period focused on major off platform projects, we are excited to bring our track record of high-value results and client success back to the Upwork community to build new, long term relationships.
We invite you to explore our team's expertise and previous projects at reallytics.ai/team. We're excited to bring our skills back to Upwork and look forward to collaborating on innovative and impactful projects.
Skills and Expertise:
Conversational & Agentic AI: Custom AI Chatbots, Voice Assistants, AI Calling Agents, Agentic AI Workflows Programming Languages: Python, JavaScript Data Science and Machine Learning: TensorFlow, PyTorch, NLP, Deep Learning, Data Analytics, Forecasting, GPT3.5, LLMs, Data Engineering: ETL Pipelines, Data Extraction, Data Mining & Warehousing, Automation Web Development: MERN, MEAN, .NET Web Scraping and Automation: Scrapy, Beautiful Soup, Selenium, Regular Expressions Visualization Tools: Tableau, PowerBI
Keywords:
Agentic AI, Generative AI, AI Chatbot, Conversational AI, Voice Assistant, AI Calling Agent, Large Language Models, LLM, Machine Learning, NLP, Deep Learning, Data Engineering, ETL, Data Pipelines, Data Extraction, AI Automation, Business Automation, Python, Scrapy, BeautifulSoup, Selenium, NumPy, Pandas, Forecasting, MERN, MEAN, .NET
Steps for completing your project
After purchasing the project, send requirements so Sheikh Muhammad can start the project.
Delivery time starts when Sheikh Muhammad receives requirements from you.
Sheikh Muhammad works on your project following the steps below.
Revisions may occur after the delivery date.
Open discussion about the domain area and the volume of data
Firstly, we need to be clear about the fundamentals of the domain area and the insights client wants to extract.
Data exploration and visualization
Data will be explored to identify any anomaly and missing values present in the dataset. If any amount of data needed to be dropped it will go through the client's preference.