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利用Python进行数据分析(Python for Data Analysis, Chenghsi Hsieh)

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2024-02-10 13:49:36

本书源码链接：https://pan.baidu.com/s/15eNPdKi4nFXIkXrr6D7OpQ 提取码：6666 转载自：https://www.youtube.com/playlist?list=PL8xPPUJdubH4rAr3gw8q8-zYRIsA-QaBl 参考教材：利用python进行数据分析(Python for Data Analysis) Chenghsi Hsieh讲解，适合初学者

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Python for Data Analysis 01. Overture 新系列開始前之喃喃自語

24:19

Python for Data Analysis 02. Preliminaries: 前言

59:22

Python for Data Analysis 03. Python 基礎、IPython 與 Jupyter Notebooks-1

43:49

Python for Data Analysis 04. Python 基礎、IPython 與 Jupyter Notebooks-2

44:20

Python for Data Analysis 05. Python 基礎、IPython與 Jupyter Notebooks-3

01:20:28

Python for Data Analysis 06. Built-in Data Structures, etc.-1 內建資料結構、函數與檔案-1

49:29

Python for Data Analysis 07. Built-in Data Structures, etc.-2 內建資料結構、函數與檔案-2

56:20

Python for Data Analysis 08. Built-in Data Structurese, etc.-3 內建資料結構、函數與檔案-3

36:47

Python for Data Analysis 09. Built-in Data Structures, etc.-4 內建資料結構、函數與檔案-4

53:45

Python for Data Analysis 10. Built-in Data Structures, etc.-5 內建資料結構、函數與檔案-

50:15

Python for Data Analysis 11. NumPy Basics-1: NumPy 基礎: 陣列與向量化計算-1

01:02:39

Python for Data Analysis 12. NumPy Basics-2: NumPy 基礎: 陣列與向量化計算-2

59:33

Python for Data Analysis 13. NumPy Basics-3: NumPy 基礎: 陣列與向量化計算-3

54:32

Python for Data Analysis 14. NumPy Basics-4: NumPy 基礎: 陣列與向量化計算-4

01:10:14

Python for Data Analysis 15. Getting Started with pandas-1 熊貓入門-1

57:45

Python for Data Analysis 16. Getting Started with pandas-2 熊貓入門-2

58:32

Python for Data Analysis 17. Getting Started with pandas-3 熊貓入門-3

01:10:58

Python for Data Analysis 18. Getting Started with pandas-4 熊貓入門-4

46:17

Python for DA 19. Data Loading, Storage, and File Formats-1 資料載入、儲存與檔案格-1

49:18

Python for DA 20. Data Loading, Storage, and File Formats-2 資料載入、儲存與檔案格式-2

55:18

Python for DA 21. Data Loading, Storage, and File Formats-3 資料載入、儲存與檔案格式-3

56:12

Python for Data Analysis 22. Data Cleaning and Preparation-1: 資料清洗與預處理-1

01:00:16

Python for Data Analysis 23. Data Cleaning and Preparation-2: 資料清洗與預處理-2

34:51

Python for Data Analysis 24. Data Cleaning and Preparation-3: 資料清洗與預處理-3

46:46

Python for Data Analysis 25. Data Cleaning and Preparation-4: 資料清洗與預處理-4

58:54

Python for Data Analysis 26. Data Wrangling-1: 資料處理:連接、合併與重塑-1

38:32

Python for Data Analysis 27. Data Wrangling-2: 資料處理:連接、合併與重塑-2

01:06:46

Python for Data Analysis 28. Data Wrangling-3: 資料處理:連接、合併與重塑-3

50:30

Python for Data Analysis 29. Data Wrangling-4:資料處理: 連接、合併與重塑-4

01:12:50

Python for Data Analysis 30. Plotting and Visualization-1 繪圖與視覺化-1

37:48

Python for Data Analysis 31. Plotting and Visualization-2 繪圖與視覺化-2

51:48

Python for Data Analysis 32. Plotting and Visualization-3 繪圖與視覺化-3

01:21:03

Python for Data Analysis 33. Data Aggregation and Grouping-1: 資料聚合與分組-1

53:11

Python for Data Analysis 34. Data Aggregation and Grouping-2: 資料聚合與分組-2

01:14:24

Python for Data Analysis 35. Data Aggregation and Grouping-3: 資料聚合與分組-3

01:16:09

Python for Data Analysis 36. Data Aggregation and Grouping-4: 資料聚合與分組-4

32:22

Python for Data Analysis 37. Time Series-1: 時間序列-1

50:07

Python for Data Analysis 38. Time Series-2: 時間序列-2

01:09:44

Python for Data Analysis 39. Time Series-3: 時間序列-3

01:01:44

Python for Data Analysis 40. Time Series-4: 時間序列-4

01:00:45

Python for Data Analysis 41. Time Series-5: 時間序列-5

01:04:04

Python for Data Analysis 42. Advanced pandas-1: "熊貓"進階-1

01:07:45

Python for Data Analysis 43. Advanced pandas-2: "熊貓"進階-2

42:55

Python for Data Analysis 44. Advanced pandas-3: "熊貓"進階-3

35:38

Python for Data Analysis 45. Modeling Libraries in Python-1: Python中的建模庫-1

30:10

Python for Data Analysis 46. Modeling Libraries in Python-2: Python中的建模庫-2

47:09

Python for Data Analysis 47. Modeling Libraries in Python-3: Python中的建模庫-3

42:37

Python for Data Analysis 48. Modeling Libraries in Python-4: Python中的建模庫-4

52:18

Python for Data Analysis 49. Data Analysis Examples-1: 資料分析範例-1

01:28:17

Python for Data Analysis 50. Data Analysis Examples-2: 資料分析範例-2

47:25

Python for Data Analysis 51. Data Analysis Examples-3: 資料分析範例-3

40:35

Python for Data Analysis 52. Data Analysis Examples-4: 資料分析範例-4

48:31

Python for Data Analysis 53. Data Analysis Examples-5: 資料分析範例-5

52:10

Python for Data Analysis 54. Data Analysis Examples-6: 資料分析範例-6

51:28

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