Adam F.
Morocco
Amazon Sales Prediction Challenge
- 状态: Closed
- 奖金: $15
- 参赛作品已收到: 23
- 获胜者: Marwan328
Winner
竞赛简介
? HAGO Contest #2 – April ?
For data scientists and analytics enthusiasts, we present a new challenge with Amazon sales dataset.
? Tasks:
Explore the dataset in depth
Analyze patterns and trends
Build a predictive model using Python
Submit results in a PDF file within our private community
? Prize:
The winner receives $15 USD for the best analysis and prediction
? Don’t forget to join the IFAI Contest for future forecasting, where the winner earns $10 USD.
✨ Tips to increase your chances of winning:
Make your analysis comprehensive yet easy to understand
Add clear and insightful visualizations
Focus on prediction accuracy and creative ideas
https://www.skool.com/hago-8156
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Winner
雇主反馈
“very good work ”
HAGO2020, Egypt.
此竞赛的顶尖作品
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Amir S. Egypt -
Shrouk A. Egypt -
Rayane S. Algeria -
Asmaa E. Egypt -
Muhammad I. Pakistan -
Harsh T. India -
Mahmoud S. Egypt -
Awais I. Pakistan -
Afaq A. Pakistan -
Patrick O. Nigeria -
Shabnam A. Bangladesh -
Nurfi Faradilla S. Indonesia -
Nurfi Faradilla S. Indonesia -
Nurfi Faradilla S. Indonesia -
Muhammad S. Pakistan
公共说明面板
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Marwan328
- 1 个月 之前
I have completed a full end-to-end analysis and predictive modeling solution for this challenge.
The project includes:
- Data cleaning and preprocessing (handling missing values and duplicates)
- Feature engineering (price-based features, review statistics, category encoding)
- NLP processing using TF-IDF on combined review text, titles, and product descriptions
- Model training and comparison (Linear Regression vs Random Forest)
- Final model performance: RMSE ≈ 0.273
- Visualizations and feature importance analysis for deeper insights
Due to submission limitations, only key results are attached here. The complete notebook, detailed analysis, and full report are available in my portfolio.
I would be happy to provide full access or discuss the approach in more detail if needed.- 1 个月 之前
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amirm121
- 2 个月 之前
Request contest holders to increase prize and upgrade contest by posting #extended, #guaranteed, #sealed, #increaseprize
- 2 个月 之前
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rayanes48
- 2 个月 之前
Excited to participate in HAGO Contest #2 ! ?
I explored the dataset, analyzed key patterns, and built a predictive model to identify high-rated products.
Looking forward to feedback! number #19- 2 个月 之前
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hassanr313
- 2 个月 之前
Hi, Please check entry no #1
- 2 个月 之前
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infinitestack
- 2 个月 之前
Hi, I’m unable to find the Amazon sales dataset for Contest #2 . Could you please share the dataset link?
- 2 个月 之前
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Ibrahimtayyab989
- 2 个月 之前
Can you join me in the inbox? I have some questions for you.
- 2 个月 之前
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Ibrahimtayyab989
- 2 个月 之前
hi i am here and working on it
- 2 个月 之前
