This repo is part of a 6 Month Intensive Course about AI Data Engineer provided by DPro and supported by the AOTS which is The Association for Overseas Technical Cooperation and Sustainable Partnerships (AOTS) is an organization for human resources development in developing countries to promote technical cooperation through training, expert dispatch and other programs.
https://diveintocode.jp/ https://www.aots.jp/en/about/
| Assignment | Status |
|---|---|
| File management with GitHub | 🟢 - Completed |
| Paper folding problem | 🟢 - Completed |
| Soroshi Shinzaemon problem | 🟢 - Completed |
| Mt. Fuji paper folding issue | 🟢 - Completed |
| Chestnut manju problem | 🟢 - Completed |
| Wheat and chess board problem | 🟢 - Completed |
| Creating dummy data | 🟢 - Completed |
| Implementation of matrix product | 🟢 - Completed |
| Two-dimensional array and gradient problem | 🟢 - Completed |
| Fuji descent issue | 🟢 - Completed |
| Data analysis of iris | 🟢 - Completed |
| Analysis of housing information | 🟢 - Completed |
| Credit information analysis | 🟢 - Completed |
| Binary classification of iris | 🟢 - Completed |
| Housing Price Forecasts | 🟢 - Completed |
| Credit information learning | 🟢 - Completed |
| Linear regression | 🟢 - Completed |
| Logistic regression | 🟢 - Completed |
| SVM | 🟢 - Completed |
| Decision tree | 🟢 - Completed |
| Clustering | 🟢 - Completed |
| Ensemble learning | 🟢 - Completed |
| neural network | 🟢 - Completed |
| SimpleConv1d | 🟢 - Completed |
| SimpleConv2d | 🟢 - Completed |
| TensorFlow | 🟡 - In review |
| Keras | 🟡 - In review |
| Faster R-CNN and YOLO v3 | 🟡 - In review |
| U-net | 🔴 - Unsolved |
| ResNet and VGG | |
| Natural language processing | 🟡 - In review |
| Recurrent neural network | 🔴 - Unsolved |
| LSTM | 🔴 - Unsolved |
| Seq2Seq | 🟡 - In review |
🟢 - Completed 🟡 - In review 🔴 - Unsolved