https://github.com/chuxinh/our-data-manual

All in one place for our data science learning journey by Chuxin and Melody
https://github.com/chuxinh/our-data-manual

data-analysis data-science machine-learning python

Last synced: 7 days ago
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All in one place for our data science learning journey by Chuxin and Melody

• Host: GitHub
• URL: https://github.com/chuxinh/our-data-manual
• Owner: chuxinh
• Created: 2021-08-29T13:20:46.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-11-30T13:25:36.000Z (about 3 years ago)
• Last Synced: 2024-11-11T02:39:32.846Z (2 months ago)
• Topics: data-analysis, data-science, machine-learning, python
• Language: Jupyter Notebook
• Homepage:
• Size: 2.06 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Our Data Manual 📕

### 🧠 Building our data brain

Chuxin and Melody are data professionals working at [Canva](https://www.canva.com/) and [Ethos Life](https://www.ethoslife.com/) respectively. We live on the opposite sides of the Pacific (Sydney and San Francisco), but we share the same passion for continuing our learning in data science.

We began the project - **Our Data Manual** 📕 in late August 2021. The goal is to create a hub (*initially for our own references only*) for applied data science, machine learning, exploratory analysis and visualisations with handpicked datasets sourced from the internet.

**What's in here**

- Applied Machine Learning

- Exploratory Analysis

- Data Visualisation

**Getting started**

To clone the repository:

```

git clone [email protected]:chuxinh/our-data-manual.git

```

### 📬 Stay in touch 

**Chuxin** 📩 [email](mailto:[email protected]) | 🐦 [twitter](https://twitter.com/chuxin_h) | 👩🏻‍💻 [linkedin](https://www.linkedin.com/in/chuxinhuang/)

**Melody** 📩 [email](mailto:[email protected]) | 👩🏻‍💻 [linkedin](https://www.linkedin.com/in/melody-liu-58a0a629/)

Feel free to leave us a message or some feedback!

### 👏 References & Credits

- [Python Data Science Handbook](https://www.oreilly.com/library/view/python-data-science/9781491912126/) by Jake VanderPlas 

- [Estimating Probabilities with Bayesian Modeling in Python](https://towardsdatascience.com/estimating-probabilities-with-bayesian-modeling-in-python-7144be007815) by Will Koehrsen

 


> **Disclaimer**

> 

>*The work in this Github repository is provided for personal use only, and should not be distributed for commercial purposes.*