Amazon Sales Prediction Challenge

  • Statusi: Closed
  • Çmimi: $15
  • Kandidaturat e marra: 23
  • Fituesi: Marwan328

Përmbledhja e konkursit

? 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

Aftësi të rekomanduara

Winner
Konkurs i Cilёsuar
Posto një konkurs si ky

Vlerёsimi i punёdhёnёsit

“very good work ”

Fotoja e profilit HAGO2020, Egypt.

Punimet mё tё mira nga ky konkurs

Shiko mё shumё vepra

Këndi publik i sqarimeve

  • Marwan328
    Marwan328
    • 2 muaj më parë

    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.

    • 2 muaj më parë
  • amirm121
    amirm121
    • 2 muaj më parë

    Request contest holders to increase prize and upgrade contest by posting #extended, #guaranteed, #sealed, #increaseprize

    • 2 muaj më parë
  • rayanes48
    rayanes48
    • 2 muaj më parë

    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 muaj më parë
  • hassanr313
    hassanr313
    • 2 muaj më parë

    Hi, Please check entry no #1

    • 2 muaj më parë
  • infinitestack
    infinitestack
    • 2 muaj më parë

    Hi, I’m unable to find the Amazon sales dataset for Contest #2 . Could you please share the dataset link?

    • 2 muaj më parë
  • Ibrahimtayyab989
    Ibrahimtayyab989
    • 2 muaj më parë

    Can you join me in the inbox? I have some questions for you.

    • 2 muaj më parë
  • Ibrahimtayyab989
    Ibrahimtayyab989
    • 2 muaj më parë

    hi i am here and working on it

    • 2 muaj më parë

Shfaq më shumë komente

Si të fillosh me konkurset

  • Posto konkursin

    Posto konkursin Shpejt dhe thjeshtë

  • Merr shumë propozime

    Merr shumë propozime Nga e gjithë bota

  • Zgjidh kandidaturën më të mirë

    Zgjidh kandidaturën më të mirë Shkarko dokumentet - E thjeshtë!

Postoni një konkurs tani! ose bashkohu me ne sot!