2026 01 18 Bootcamp - Session 4 TDS Jan 2026
Автор: Tools in Data Science
Загружено: 2026-01-19
Просмотров: 14
*Description:*
Learn Git workflows, file formats, and FastAPI basics. Explore tool selection (Bash vs. Python) and automation mindsets for efficient Data Science.
*Chapters:*
00:00:00 Introduction and TDS Workflow
00:04:40 Introduction to Version Control (Git)
00:15:30 Setting up Git and GitHub Repositories
00:24:20 Understanding Remote Origin, Push, and Pull
00:30:10 Staging vs. Committing: The Git Workflow
00:50:40 Hashing Algorithms and Git SHAs
00:57:40 Common File Formats (JSON, CSV, PNG, MD)
01:10:30 Tool Selection: Bash vs. Python vs. Excel
01:19:40 FastAPI: Setup, Environments, and API Keys
01:28:30 Logging, Errors, and Request Validation
01:44:00 Why FastAPI? Performance and Auto-Docs
01:48:10 Security: .gitignore and Managing Secrets
01:54:30 Automation Mindset and GitHub Actions
02:05:00 Conclusion and Feedback Session
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