Contents

Topics

• Data structure and algorithm
• Competitive programming
• Finance
• Qunatum computer
• Machine Learning
• コンピュータ基礎
• Statistics
• Machine Learning in High Energy Physics
• COVID19
• Management
• Business
• Project development
• Success and Failure

Data science

• Contests
• General techniques
• Metrics
• Explanatory Data Analysis
• Preprocessing
• Models
• Pipelines
• Data sources
• Visualization

Data-wise topics

• Time series
• Vision
• Natural language processing
• Reinforcement learning
• Anomaly detection
• QA
• Graph

Languages

• c++
• ROOT
• Python
• Rust
• Julia
• Shell script
• English

Tools

• Git
• Docker
• LaTeX
• vim
• UNIX

ML tools

• Jupyter
• TensorFlow
• BigQuery
• MatrixFlow
• Google Colaboratory
• AutoML
• Amazon SageMaker
• PyTorch

Others

• Job hunting tools
• Tools to improve your works

Others

• 面白いツール
• 面白い論文
• 面白い記事
• 趣味
• 未分類