[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training

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[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training

95 files • 13.13 GB

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01 - Python for Data Science Complete Video Course Video Training - Introduction.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/01 - Python for Data Science Complete Video Course Video Training - Introduction.mp4

76.64 MB

02 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/02 - Learning objectives.mp4

11.21 MB

03 - 1.1 History of Python in data science.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/03 - 1.1 History of Python in data science.mp4

78.08 MB

04 - 1.2 Overview of Python data science libraries.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/04 - 1.2 Overview of Python data science libraries.mp4

44.37 MB

05 - 1.3 Future trends of Python in AI, ML, and data science.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/05 - 1.3 Future trends of Python in AI, ML, and data science.mp4

77.54 MB

06 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/06 - Learning objectives.mp4

25 MB

07 - 2.1 Create your first Colab document.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/07 - 2.1 Create your first Colab document.mp4

328.82 MB

08 - 2.2 Manage Colab documents.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/08 - 2.2 Manage Colab documents.mp4

451.8 MB

09 - 2.3 Use magic functions.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/09 - 2.3 Use magic functions.mp4

156.26 MB

10 - 2.4 Understand compatibility with Jupyter.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/10 - 2.4 Understand compatibility with Jupyter.mp4

258.05 MB

11 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/11 - Learning objectives.mp4

28.81 MB

12 - 3.1 Write procedural code.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/12 - 3.1 Write procedural code.mp4

112.86 MB

13 - 3.2 Use simple expressions and variables.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/13 - 3.2 Use simple expressions and variables.mp4

173.93 MB

14 - 3.3 Work with the built-in types.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/14 - 3.3 Work with the built-in types.mp4

66.6 MB

15 - 3.4 Learn to Print.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/15 - 3.4 Learn to Print.mp4

70.6 MB

16 - 3.5 Perform basic math operations.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/16 - 3.5 Perform basic math operations.mp4

167.11 MB

17 - 3.6 Use classes and objects with dot notation.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/17 - 3.6 Use classes and objects with dot notation.mp4

194.46 MB

18 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/18 - Learning objectives.mp4

17 MB

19 - 4.1 Use string methods.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/19 - 4.1 Use string methods.mp4

131.93 MB

20 - 4.2 Format strings.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/20 - 4.2 Format strings.mp4

98.69 MB

21 - 4.3 Manipulate strings - membership, slicing, and concatenation.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/21 - 4.3 Manipulate strings - membership, slicing, and concatenation.mp4

136.75 MB

22 - 4.4 Learn to use unicode.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/22 - 4.4 Learn to use unicode.mp4

74.37 MB

23 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/23 - Learning objectives.mp4

22.45 MB

24 - 5.1 Use lists and tuples.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/24 - 5.1 Use lists and tuples.mp4

369.96 MB

25 - 5.2 Explore dictionaries.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/25 - 5.2 Explore dictionaries.mp4

213.33 MB

26 - 5.3 Dive into sets.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/26 - 5.3 Dive into sets.mp4

83.03 MB

27 - 5.4 Work with the numpy array.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/27 - 5.4 Work with the numpy array.mp4

234.44 MB

28 - 5.5 Use the Pandas DataFrame.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/28 - 5.5 Use the Pandas DataFrame.mp4

116.78 MB

29 - 5.6 Use the Pandas Series.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/29 - 5.6 Use the Pandas Series.mp4

71.62 MB

30 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/30 - Learning objectives.mp4

24 MB

31 - 6.1 Convert lists to dicts and back.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/31 - 6.1 Convert lists to dicts and back.mp4

74.45 MB

32 - 6.2 Convert dicts to Pandas Dataframe.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/32 - 6.2 Convert dicts to Pandas Dataframe.mp4

104.57 MB

33 - 6.3 Convert characters to integers and back.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/33 - 6.3 Convert characters to integers and back.mp4

35.73 MB

34 - 6.4 Convert between hexadecimal, binary, and floats.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/34 - 6.4 Convert between hexadecimal, binary, and floats.mp4

101.36 MB

35 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/35 - Learning objectives.mp4

24.93 MB

36 - 7.1 Learn to loop with for loops.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/36 - 7.1 Learn to loop with for loops.mp4

44.92 MB

37 - 7.2 Repeat with while loops.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/37 - 7.2 Repeat with while loops.mp4

50.23 MB

38 - 7.3 Learn to handle exceptions.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/38 - 7.3 Learn to handle exceptions.mp4

111.94 MB

39 - 7.4 Use conditionals.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/39 - 7.4 Use conditionals.mp4

168.25 MB

40 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/40 - Learning objectives.mp4

22.46 MB

41 - 8.1 Write and use functions.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/41 - 8.1 Write and use functions.mp4

206.47 MB

42 - 8.2 Learn to use decorators.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/42 - 8.2 Learn to use decorators.mp4

210.94 MB

43 - 8.3 Compose closure functions.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/43 - 8.3 Compose closure functions.mp4

132.86 MB

44 - 8.4 Use lambdas.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/44 - 8.4 Use lambdas.mp4

106.23 MB

45 - 8.5 Advanced Use of Functions.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/45 - 8.5 Advanced Use of Functions.mp4

319.02 MB

46 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/46 - Learning objectives.mp4

33.79 MB

47 - 9.1 Learn NumPy.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/47 - 9.1 Learn NumPy.mp4

287.95 MB

48 - 9.2 Learn SciPy.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/48 - 9.2 Learn SciPy.mp4

664.99 MB

49 - 9.3 Learn Pandas.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/49 - 9.3 Learn Pandas.mp4

335.61 MB

50 - 9.4 Learn TensorFlow.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/50 - 9.4 Learn TensorFlow.mp4

341.9 MB

51 - 9.5 Use Seaborn for 2D plots.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/51 - 9.5 Use Seaborn for 2D plots.mp4

261.65 MB

52 - 9.6 Use Plotly for interactive plots.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/52 - 9.6 Use Plotly for interactive plots.mp4

262.06 MB

53 - 9.7 Specialized Visualization Libraries.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/53 - 9.7 Specialized Visualization Libraries.mp4

241.69 MB

54 - 9.8 Learn Natural Language Processing Libraries.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/54 - 9.8 Learn Natural Language Processing Libraries.mp4

124.95 MB

55 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/55 - Learning objectives.mp4

27.7 MB

56 - 10.1 Understand functional programming.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/56 - 10.1 Understand functional programming.mp4

151.13 MB

57 - 10.2 Apply functions to data science workflows.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/57 - 10.2 Apply functions to data science workflows.mp4

47.12 MB

58 - 10.3 Use map_reduce_filter.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/58 - 10.3 Use map_reduce_filter.mp4

95.23 MB

59 - 10.4 Use list comprehensions.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/59 - 10.4 Use list comprehensions.mp4

98.27 MB

60 - 10.5 Use dictionary comprehensions.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/60 - 10.5 Use dictionary comprehensions.mp4

15.45 MB

61 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/61 - Learning objectives.mp4

17.83 MB

62 - 11.1 Use generators.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/62 - 11.1 Use generators.mp4

69.4 MB

63 - 11.2 Design generator pipelines.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/63 - 11.2 Design generator pipelines.mp4

141.25 MB

64 - 11.3 Implement lazy evaluation functions.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/64 - 11.3 Implement lazy evaluation functions.mp4

59.14 MB

65 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/65 - Learning objectives.mp4

20.97 MB

66 - 12.1 Perform simple pattern matching.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/66 - 12.1 Perform simple pattern matching.mp4

97.05 MB

67 - 12.2 Use regular expressions.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/67 - 12.2 Use regular expressions.mp4

284.59 MB

68 - 12.3 Learn text processing techniques - Beautiful Soup.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/68 - 12.3 Learn text processing techniques - Beautiful Soup.mp4

87.6 MB

69 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/69 - Learning objectives.mp4

18.2 MB

70 - 13.1 Sort in Python.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/70 - 13.1 Sort in Python.mp4

186.66 MB

71 - 13.2 Create custom sorting functions.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/71 - 13.2 Create custom sorting functions.mp4

229.33 MB

72 - 13.3 Sort in Pandas.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/72 - 13.3 Sort in Pandas.mp4

301.95 MB

73 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/73 - Learning objectives.mp4

22.1 MB

74 - 14.1 Read and write files - file, pickle, CSV, JSON.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/74 - 14.1 Read and write files - file, pickle, CSV, JSON.mp4

214.71 MB

75 - 14.2 Read and write with Pandas - CSV, JSON.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/75 - 14.2 Read and write with Pandas - CSV, JSON.mp4

336.5 MB

76 - 14.3 Read and write using web resources (requests, boto, github).mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/76 - 14.3 Read and write using web resources (requests, boto, github).mp4

110.86 MB

77 - 14.4 Use function-based concurrency.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/77 - 14.4 Use function-based concurrency.mp4

608.14 MB

78 - Learning objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/78 - Learning objectives.mp4

20.91 MB

79 - 15.1 Share with Github.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/79 - 15.1 Share with Github.mp4

358.09 MB

80 - 15.2 Create Kaggle Kernels.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/80 - 15.2 Create Kaggle Kernels.mp4

207.48 MB

81 - 15.3 Collaborate with Colab.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/81 - 15.3 Collaborate with Colab.mp4

125.18 MB

82 - 15.4 Post public graphs with Plotly.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/82 - 15.4 Post public graphs with Plotly.mp4

103.5 MB

83 - Learning Objectives.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/83 - Learning Objectives.mp4

28.71 MB

84 - 16.1 PyTest.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/84 - 16.1 PyTest.mp4

372.92 MB

85 - 16.2 Visual Studio Code.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/85 - 16.2 Visual Studio Code.mp4

364.64 MB

86 - 16.3 Vim.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/86 - 16.3 Vim.mp4

136.81 MB

87 - 16.4 Ludwig (Open Source AutoML).mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/87 - 16.4 Ludwig (Open Source AutoML).mp4

146.48 MB

88 - 16.5 Sklearn Algorithm Cheatsheet.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/88 - 16.5 Sklearn Algorithm Cheatsheet.mp4

104.05 MB

89 - 16.6 Recommendations.mp4

[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training/89 - 16.6 Recommendations.mp4

47.75 MB

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[FreeCoursesOnline.Me] O'REILLY - Python for Data Science Complete Video Course Video Training

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