Tailored Data Analysis & Predictive Models

Hwei Geok Ng

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About this service

Summary

NOTE: Before booking an order, please send me a message to discuss your project goals to ensure we're aligned on your needs.
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You will get tailored data analysis and predictive models to drive your business decisions.
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This gig includes:
 • Data cleaning,
 • Exploratory data analysis,
 • Feature engineering,
 • Predictive modeling,
 • Outcome evaluation, and
 • Summary of analysis.
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You will receive:
 • A Jupyter Notebook with functioning code and clear documentation, and
 • Corresponding files, figures, and charts (if any).
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With years of experience across various sectors, including healthcare, education, and technology, I bring a comprehensive understanding of how to leverage data for strategic advantage.
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My approach is client-centric, focusing on understanding your specific challenges and objectives to deliver customized insights.
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Whether you're a startup looking to understand your market better or an established company aiming to innovate, my service provides the clarity and foresight needed to navigate your path to success.
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I look forward to our discussion and working together!

FAQs

What types of datasets do you work with?
I have experience with a wide range of datasets, including structured and unstructured data, time series data, and more. Whether it's customer data, financial records, text data, or any other format, I can handle it effectively.
How do you ensure the security and privacy of our data?
Data security and privacy are important. I follow industry best practices and use secure data transfer methods. Additionally, I can work with anonymized or synthetic data to protect sensitive information while still delivering valuable insights.
Can you explain the technical details in a non-technical way?
Absolutely! I prioritize clear communication. I'll provide explanations and insights in a way that anyone, regardless of their technical background, can understand. My goal is to ensure you can make informed decisions based on the analysis.
What kind of actionable insights can we expect from your analysis?
You can expect actionable insights that are directly relevant to your business goals, such as identifying growth opportunities, predicting future trends, or optimizing processes. The insights will be tailored to your specific objectives.
How long does a typical project take, and what's the process like?
Project timelines can vary based on complexity and the package that you purchase, between 7-28 days. But I'll work with you to establish clear milestones and deadlines to ensure the results meet your expectations.

What's included

Complete code scripts 📜
Each work package includes fully commented and documented code scripts, delivered in Jupyter Notebooks via Google Colab for easy access and collaboration.
All information and files related to the project (whenever applicable) 📦
You'll receive all components necessary for the work package's completeness—preprocessed data, saved models, plots, and figures—in zip files via Google Drive.

Example projects