8 週間のデータサイエンス入門コース
講師やブートキャンプの作成者が、週次の成果物とキャップストーンを備えた、論理的に順序立てられたコースの骨格を手に入れられます。
入力と出力のプレビューを見る
入力
- Course Info
- An 8-week online course introducing data science to working professionals with basic spreadsheet skills but no coding background. Cover Python fundamentals, data cleaning with pandas, visualization, and an intro to machine learning. Outcome: learners complete a capstone analyzing a real dataset.
- Education Level
- Professional
- Duration
- 8 Weeks
- Delivery
- Online
- Subject Area
- Data Science
出力(抜粋)
Course Outline: Data Science for Professionals (8 Weeks, Online) Week 1: Why data science + setting up Python and Jupyter. Week 2: Python essentials - variables, lists, functions. Week 3: Working with data using pandas. Week 4: Cleaning messy real-world data. Week 5: Visualization with matplotlib & seaborn. Week 6: Intro to statistics for analysis. Week 7: First machine learning model (regression). Week 8: Capstone - analyze a dataset and present findings. Each week: 1 lecture, 1 hands-on lab, 1 quiz.