Pythonでトレードツール開発を進める。書籍「Algorithmic Trading with Python」をベースにアルゴリズムトレードのシステム開発をPython/MATLABで行う。
学習履歴| Packt/Book | Machine Learning for Algorithmic Trading | 1/22/2023開始 | |
| Packt/Video | Machine Learning for Algorithmic Trading Bots with Python | 1/22/2023開始 | |
| Packt/Video | Building Trading Algorithms with Python | Completed | |
| Book | Time Series Forecasting using Deep Learning: Combining PyTorch, RNN, TCN and Deep Neural Network Models to Provide Production-Ready Prediction Solution | Cha1-2 | |
| Book | Algorithmic Trading with Python | ||
| Book | アルゴトレード完全攻略への「近道」 | Completed | トレード手法開発のヒント集 |
| Book | Pythonでできる！株価データ分析 | Completed | TA-Libによるテクニカル、chart pattern、backtestの基礎 |
| Book | PythonではじめるAIシステムトレード開発入門 | Completed | 仮想通貨の自動取引、ロジスティック回帰による予測 |
| Book | Python for Finance and Algorithmic Trading | 開始済み | |
| Book | Python for Algorithmic Trading | 開始済み | |
| Book | Google Colaboratoryで学ぶ！あたらしい人工知能技術の教科書 機械学習・深層学習・強化学習で学ぶAIの基礎技術 | Completed | RNN/LSTM/GRUによる時系列data(sin curve)の予測 |
| Udemy | Forex Algorithmic Trading with Python: Build a Grid Bot | 66% complete | |
| Forex Algorithmic Trading with Python: Build a DCA Bot | 5% complete | ||
| The Ultimate Forex Algorithmic Trading Course | Build 5 Bots | 2% complete | ||
| Algorithmic trading from A to Z using Python | 40% complete | ||
| Deep Learning for algorithmic trading using Python | 6% complete | ||
| Algorithmic Trading A-Z with Python, Machine Learning&AWS | 15% complete | ||
| Algorithmic Trading using Interactive Broker’s Python API | 6% complete | ||
| Python for Time Series Data Analysis | 60% complete | ||
| Algorithmic Trading with Python: Technical Analysis Strategy | 21 complete | ||
| COURSERA | Predictive Modeling and Machine Learning with MATLAB | 10% complete | |
| Data Processing and Feature Engineering with MATLAB | 10% complete | ||
| Exploratory Data Analysis with MATLAB | 10% complete | ||
| Time Series Forecasting and ARIMA Models in Python | 10% complete | ||
| Tesla Stock Price Prediction using Facebook Prophet | Completed | Prophetを使った株価予測 | |
| Udacity | AI for Trading | 8% complete |