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Data-Science-Hackathon-And-Competition: Proven winning notebooks for founders

Name: Data-Science-Hackathon-And-Competition: Proven winning notebooks for founders
Author: aasu14

A curated set of top‑ranked MachineHack, AnalyticsVidya, Zindi, and Kaggle competition notebooks that let startup founders prototype high‑impact AI models fast.

From the repo · “Grandmaster in MachineHack (3rd Rank Best) | Top 70 in AnalyticsVidya & Zindi | Expert at Kaggle | Hack AI”

237 stars113 forksJupyter NotebookGuide quality 8/10 · reviewed Oct 15Updated 10/27/2023100% free · open source

What it does

Provides a repository of machine learning and data science solutions from various hackathons and competitions, such as MachineHack, AnalyticsVidya, Zindi, Kaggle, and Hack AI

When to use it

•When looking for inspiration or reference solutions for data science competitions
•When seeking to learn from grandmaster-level solutions in machine learning
•When needing to quickly replicate or build upon existing data science projects

Ready-to-paste prompt

Run the 'MachineHack_Grandmaster_Solution.ipynb' notebook with a sample dataset to see how the grandmaster solution works: jupyter nbconvert --execute MachineHack_Grandmaster_Solution.ipynb

Heads up: Make sure you have the necessary dependencies installed, including Jupyter Notebook and the required Python libraries, as the repository assumes a working Python environment with Jupyter Notebook installed

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/data-science-hackathon-and-competition && curl -fsSL https://workflowstacks.com/api/skills/data-science-hackathon-and-competition/claude-skill -o ~/.claude/skills/data-science-hackathon-and-competition/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

top-level files

135

folders

327.0M

source size

—

license

Key files

README.md

File tree

Amazon_ML_Hiring/

Analytics Vidya-AmExpert 2019/

Analyticsvidhya HackLive - Guided Community Hackathon!/

Analyticsvidhya HackLive 2 - Guided Community Hackathon!/

AnalyticsVidhya JanataHack Computer Vision Hackathon/

AnalyticsVidhya Janatahack Cross-sell Prediction/

AnalyticsVidhya Janatahack Customer Segmentation/

AnalyticsVidhya JanataHack Demand Forecasting/

AnalyticsVidhya Janatahack Healthcare Analytics/

AnalyticsVidhya Janatahack Healthcare Analytics II/

AnalyticsVidhya JanataHack HR Analytics/

AnalyticsVidhya Janatahack Independence Day 2020 ML Hackathon/

Analyticsvidhya JanataHack Machine Learning for Banking/

AnalyticsVidhya JanataHack Machine Learning for IoT/

AnalyticsVidhya Janatahack Machine Learning in Agriculture/

AnalyticsVidhya JanataHack Mobility Analytics/

AnalyticsVidhya JanataHack Recommendation Systems/

AnalyticsVidhya JanataHack Time Series Forecasting/

Analyticsvidhya janatahack-nlp-hackathon/

AnalyticsVidhya Machine Learning Starter Program Hackathon/

Analyticsvidhya Women Data Science Hackathon by Bain & Company/

AnalyticsVidya JanataHack - E-Commerce Analytics ML Hackathon/

AV_AmExpert decipHER – Women Machine Learning Hackathon/

Av_club_mahindra_Hackthon/

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/data-science-hackathon-and-competition && curl -fsSL https://workflowstacks.com/api/skills/data-science-hackathon-and-competition/claude-skill -o ~/.claude/skills/data-science-hackathon-and-competition/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

aasu14

Language

Jupyter Notebook