---
# System prepended metadata

title: '<center><i class="fa fa-edit"></i> Study Machine Learning: RNN LSTM on TensorFlow/Keras </center>'
tags: [Conclusion, Internship]

---

# <center><i class="fa fa-edit"></i> Study Machine Learning: RNN LSTM on TensorFlow/Keras </center>
###### tags: `Internship` `Conclusion`
---
##### [<center>Root Page</center>](https://hackmd.io/@tiffanycheng/H1JfnBANc)
---
:::success
- [x] **Task 4:** Study Machine Learning: RNN LSTM on TensorFlow/Keras
        - **Expected Outcome:**
            a. Understand the fundamental concepts of machine learning, RNN, and LSTM. 
            b. Study the underlying principals of TensorFlow/Keras, then work through impementation tutorials to see how these tools work for data processing and predictions.
        - **Deadline:** N/A
        - **Status:** (Done)
:::
## Resources
:::info
- [Python TensorFlow Tutorial](https://adventuresinmachinelearning.com/python-tensorflow-tutorial/)
- [LSTM Implementation in Python/Numpy](https://gist.github.com/tmatha/f1c7082acdc9af21aade33b98687f2c6)
- [LSTM Implementation in TensorFlow eager execution](https://gist.github.com/tmatha/905ae0c0d304119851d7432e5b359330)
:::

## Notes
### Machine Learning
- [2022/05/19](https://hackmd.io/@tiffanycheng/S1mcBuEvc): Machine Learning: Understanding RNN, LSTM
- [2022/05/20](https://hackmd.io/@tiffanycheng/Sy9ondrv5): Machine Learning: Neural Network Math, LSTM Background
- [2022/05/23](https://hackmd.io/@tiffanycheng/rkhYmUFwc): Machine Learning: TensorFlow Basics 
- [2022/05/24](https://hackmd.io/@tiffanycheng/SkCFY2qv9): Machine Learning: Math Based Tutorial on Neural Networks
- [2022/05/25](https://hackmd.io/@tiffanycheng/S1WxSM2P9): Machine Learning: Math Based Tutorial on Neural Networks Cont.
- [2022/05/26](https://hackmd.io/@tiffanycheng/BkmxuBpPq): Machine Learning: Framing and Descending into ML
- [2022/05/27](https://hackmd.io/@tiffanycheng/S1YkjB6Pc): Machine Learning: Reducing Loss
- [2022/05/30](https://hackmd.io/@tiffanycheng/BysvsERD9): Machine Learning: TensorFlow in Ubuntu
- [2022/05/31](https://hackmd.io/@tiffanycheng/r1SBBz4uq): Machine Learning: TensorFlow with NN
- [2022/06/01](https://hackmd.io/@tiffanycheng/B1XFXrS_5): Machine Learning: NN Example on Tensorflow
- [2022/06/02](https://hackmd.io/@tiffanycheng/SJ0eDqI_9): Machine Learning: Keras
- [2022/06/03](https://hackmd.io/@tiffanycheng/SkR3iRwd9): Machine Learning: Keras Installation
- [2022/06/06](https://hackmd.io/@tiffanycheng/ByDghx2_c): Machine Learning: Deep Learning with Keras