Python 3 Programming: Beginner to Pro Masterclass

سرفصل های دوره

Learn Python 3 with more than 100 Practical Exercises and 20 Hands-on Practical Projects

1 - BEGINNER PYTHON FUNDAMENTALS PART A

1 - Introduction and Welcome Message

1 - Python-Beg-to-Pro-Jan2019.zip

2 - Environment Setup.html

3 - BONUS Learning Paths.html

4 - Updates on Udemy Reviews

5 - Environment Setup

6 - Basic Mathematical Operations

7 - Precedence order of operation

8 - Variable Assignment

9 - Math operations precedence variables assignment Exercises Questions

9 - Variables-Precedence-math-operations-Question-Answers.zip

10 - Math operations precedence variables assignment Exercises Solutions 1

11 - Math operations precedence variables assignment Exercises Solutions 2

12 - Print Operation

13 - Get User Input

14 - Print and Get User input Exercises Questions

14 - Print-and-Get-User-Input-Questions-Answers.zip

15 - Print and Get User input Exercises Solutions Part 1

16 - Print and Get User input Exercises Solutions Part 2

17 - Strings Concept

18 - Strings Exercises Questions

18 - Strings-Questions-Answers.zip

19 - Strings Exercises Solutions Part 1

20 - Strings Exercises Solutions Part 2

21 - Lists Concept

22 - Lists Exercises Questions

22 - Lists-Questions-Answers.zip

23 - Lists Exercises Solutions Part 1

24 - Lists Exercises Solutions Part 2

25 - Dictionaries and Booleans Concept

26 - Dictionaries and Booleans Exercises Questions

26 - Dictionaries-and-Booleans-Questions-Answers.zip

27 - Dictionaries and Booleans Exercises Solutions Part 1

28 - Dictionaries and Booleans Exercises Solutions Part 2

29 - Dictionaries and Booleans Exercises Solutions Part 3

30 - Tuples and Sets Concept

31 - Tuples and Sets Exercises Questions

31 - Tuples-and-Sets-Questions-Answers.zip

32 - Tuples and Sets Exercises Solutions

33 - Get the Materials.html

2 - BEGINNER PYTHON FUNDAMENTALS PART B

34 - Comparison Operators Concept

34 - Conditional-Statements-Questions-Answers.zip

35 - Logical Operators Concept

36 - Conditional Statements Concept

37 - Conditional Statements logical and Comparison Operators Exercises Overview

38 - Conditional Statements logical and Comparison Operators Exercises Solutions1

39 - Conditional Statements logical and Comparison Operators Exercises Solutions2

40 - Conditional Statements logical and Comparison Operators Exercises Solutions3

41 - Conditional Statements logical and Comparison Operators Exercises Solutions4

42 - Loops For Loops Concept

42 - Loops-Questions-Answers.zip

43 - Loops enumerate

44 - Loops range

45 - Loops Break and Continue

46 - Loops Nested Loops

47 - Loops List Comprehension

48 - Loops While Loops

49 - Loops Exercises Questions Overview

50 - Loops Exercises Solutions part 1

51 - Loops Exercises Solutions part 2

52 - Loops Exercises Solutions part 3

53 - Loops Exercises Solutions part 4

54 - Loops Exercises Solutions part 5

55 - Functions Concept

55 - Functions-Questions-Answers.zip

56 - Functions Built in functions

57 - Functions lambda Expressions

58 - Functions Map

59 - Functions Filter

60 - Functions Exercises Questions Overview

61 - Functions Exercises Solutions Part 1

62 - Functions Exercises Solutions Part 2

63 - Functions Exercises Solutions Part 3

64 - Functions Exercises Solutions Part 4

65 - Files Concept Part 1

65 - Files-Questions-Answers.zip

66 - Files Concept Part 2

67 - Files Concept Part 3

68 - Files Exercises Questions Overview

69 - Files Exercises Solutions Part 1

70 - Files Exercises Solutions Part 2

71 - Files Exercises Solutions Part 3

3 - BEGINNER PYTHON FUNDAMENTALS Part C

72 - Numpy Basics Part 1

72 - Topic-1-Numpy.zip

73 - Numpy Basics Part 2

74 - Pandas Part 1

74 - Topic-2-Pandas.zip

75 - Pandas Part 2

76 - Matplotlib Part 1

76 - Topic-3-Matplotlib.zip

77 - Matplotlib Part 2

78 - Matplotlib Part 3

79 - Seaborn

79 - Topic-4-Seaborn.zip

4 - PRACTICAL PROJECTS IN PYTHON

80 - 1.Guessing-Game.zip

80 - Project 1 Build a Guessing Game

81 - 2.Cartoon-Effect.zip

81 - Project 2 Draw Cartoon of Images Using OpenCV Part A

82 - Project 2 Draw Cartoon of Images Using OpenCV Part B

83 - 3.Fortune-Teller-Game.zip

83 - Project 3 Build a Fortune Teller Game

84 - 4.Detect-lane-lines-in-camera-images.zip

84 - Project 4 Detect Lane Lines for Selfdriving Cars Part A

85 - Project 4 Detect Lane Lines for Selfdriving Cars Part B

86 - 5.Get-your-Zodiac-Sign.zip

86 - Project 5 Build your Zodiac Sign Application

87 - 6.Tic-Tac-Toe-Game.zip

87 - Project 6 Build a TicTacToe Game

88 - 7.Create-a-sketch-of-you-Using-webcam.zip

88 - Project 7 Draw a Sketch of your Face Using the WebCam

89 - 8.Analyzing-Amazon-Reviews.zip

89 - Project 8 Amazon Alexa Reviews Analysis Part 1 Project Overview

90 - Project 8 Amazon Alexa Reviews Analysis Part 2 Importing data

91 - Project 8 Amazon Alexa Reviews Analysis Part 3 Data Visualization

92 - Project 8 Amazon Alexa Reviews Analysis Part 4 Word Cloud

93 - Project 8 Amazon Alexa Reviews Analysis Part 5 Feature Engineering

94 - 9.Develop-a-Daily-Planner.zip

94 - Project 9 Build a Daily Planner Part 1

95 - Project 9 Build a Daily Planner Part 2

96 - Project 9 Build a Daily Planner Part 3

97 - 10.Predict-Avocado-Prices.zip

97 - Project 10 Predict Future Avocado Prices Using Facebook Prophet Part 1

98 - Project 10 Predict Future Avocado Prices Using Facebook Prophet Part 2

99 - Project 10 Predict Future Avocado Prices Using Facebook Prophet Part 3

100 - Project 10 Predict Future Avocado Prices Using Facebook Prophet Part 4

101 - Project 10 Predict Future Avocado Prices Using Facebook Prophet Part 5

102 - 11.Manipulate-PDF-Files.zip

102 - Project 11 Manipulate PDF Files Part 1

103 - Project 11 Manipulate PDF Files Part 2

104 - Project 11 Manipulate PDF Files Part 3

105 - Project 11 Manipulate PDF Files Part 4

106 - Project 11 Manipulate PDF Files Part 5

107 - 12.Detect-Faces-and-Eyes.zip

107 - Project 12 Detect Faces and Eyes in Images Part 1

108 - Project 12 Detect Faces and Eyes in Images Part 2

109 - Project 12 Detect Faces and Eyes in Images Part 3

110 - Project 12 Detect Faces and Eyes in Images Part 4

5 - MACHINE LEARNING IN PYTHON

111 - 5.Machine-Learning-in-Python.zip

111 - Download Machine Learning Course Package.html

112 - Introduction to Artificial Intelligence and Machine Learning

113 - Supervised Unsupervised and Reinforcement Learning

114 - Deep Learning and Big Picture

115 - Case Study 1 Introduction to Linear Regression

116 - Case Study 1 Least Sum of Squares

117 - Case Study 1 Problem Statement and Data Importing

118 - Case Study 1 Data Visualization and Data Splitting

119 - Case Study 1 Model Training

120 - Case Study 1 Model Testing and Evaluation

121 - Case Study 2 Business Case and Problem Statement

122 - Case Study 2 Problem in Machine Learning Vocabulary

123 - Case Study 2 Data Visualization

124 - Case Study 2 Model Training

125 - Case Study 2 Model Evaluation

126 - Case Study 2 Improving the Model

127 - Case Study 2 Conclusion

128 - Case Study 3 Introduction

129 - Case Study 3 Artificial Neural Networks Basics

130 - Case Study 3 Convolution Neural Network CNN Overview

131 - Case study 3 Convolution Operation in Action

132 - Case Study 3 Rectified Linear Units RELU

133 - Case Study 3 Max Pooling and Downsampling

134 - Case Study 3 Regularization and Dropouts

135 - Case Study 3 Coding Part 1 Problem Statement and Data Import

136 - Case Study 3 Data Visualization

137 - Case Study 3 CNN Model Building

138 - Case Study 3 CNN Model Training

139 - Case Study 3 CNN Model Evaluation Part 1

140 - Case Study 3 CNN Model Evaluation Part 2

6 - Bonus Lectures

141 - YOUR SPECIAL BONUS.html

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تولید کننده: Udemy-Training