Python Complete Python Django Data Science and ML Guide
Language: English | Size:22.73 GB
Genre:eLearning
Files Included :
1 - Introduction to the Complete Python Guide.mp4 (53.57 MB)
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2 - Where to Write and Run Python Code.mp4 (32.16 MB)
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3 - Practice Installing Python.mp4 (22.53 MB)
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4 - Practice Using the Python Interactive Interpreter.mp4 (6.99 MB)
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29 - Understanding Dynamic Typing.mp4 (46.79 MB)
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30 - Types and Data Structures Overview.mp4 (37.4 MB)
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31 - Variables and Objects.mp4 (47.22 MB)
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32 - Practice Using the builtin id Function.mp4 (14.07 MB)
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33 - Practice Exploring Core Data Classes str int bool list dict.mp4 (22.14 MB)
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34 - Practice Using the builtin isinstance Function.mp4 (13.96 MB)
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35 - Strings.mp4 (63.39 MB)
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36 - Practice String Manipulation.mp4 (93.62 MB)
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37 - Practice String Methods.mp4 (80.07 MB)
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38 - String Concatenation.mp4 (27.23 MB)
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39 - Practice Concatenating Strings using the Operator.mp4 (15.05 MB)
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40 - Practice Using fstrings for String Formatting.mp4 (10.37 MB)
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41 - Practice Alternative String Formatting Methods.mp4 (16.05 MB)
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42 - Integers.mp4 (35.63 MB)
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43 - Practice Integers Manipulation.mp4 (25.68 MB)
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44 - Float Numbers.mp4 (47.72 MB)
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45 - Practice FloatingPoint Numbers Manipulation.mp4 (11.84 MB)
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46 - Working with Complex Numbers.mp4 (12.3 MB)
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47 - Boolean Values.mp4 (36.27 MB)
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48 - Practice Working with Boolean Values.mp4 (51.83 MB)
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49 - Type Conversion.mp4 (86.35 MB)
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50 - Magic Methods.mp4 (25.41 MB)
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51 - Practice Utilizing Magic Attributes and Methods.mp4 (64.44 MB)
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52 - Lists.mp4 (76.09 MB)
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53 - List Methods.mp4 (73.43 MB)
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54 - Practice Working with Lists.mp4 (31.51 MB)
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55 - Copying Lists.mp4 (46.66 MB)
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56 - Practice Copying Lists.mp4 (22.75 MB)
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57 - TASK Working with Lists.mp4 (10.23 MB)
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58 - Dictionaries.mp4 (72.54 MB)
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59 - Practice Manipulating Dictionaries.mp4 (61 MB)
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60 - Practice Dictionary Methods.mp4 (21.34 MB)
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61 - Other Operations with Dictionaries.mp4 (75.26 MB)
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62 - Practice Using the get Method for Dictionaries.mp4 (10.51 MB)
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63 - Practice Converting Other Types to a Dictionary.mp4 (9.2 MB)
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64 - TASK Working with Dictionaries.mp4 (8.95 MB)
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65 - Tuples.mp4 (107.69 MB)
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66 - Practice Tuples Manipulation.mp4 (89.06 MB)
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67 - Sets.mp4 (65.01 MB)
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68 - Practice Working with Sets.mp4 (46.91 MB)
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69 - Understanding Set Theory.mp4 (51.08 MB)
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70 - Set Methods.mp4 (68.6 MB)
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71 - Practice Usage of the Set Methods.mp4 (52.59 MB)
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72 - Practice Calculating Symmetric Difference of Sets.mp4 (13.35 MB)
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73 - TASK Working with Sets.mp4 (7.79 MB)
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5 - Installing PyCharm.mp4 (40.97 MB)
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6 - Getting Familiar with the PyCharm Interface.mp4 (26.64 MB)
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74 - Ranges.mp4 (46.87 MB)
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75 - Practice Range Manipulation.mp4 (11.29 MB)
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76 - Practice Range Methods and Attributes.mp4 (27.12 MB)
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77 - Builtin Functions for Sequences.mp4 (19.28 MB)
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78 - Builtin zip Function.mp4 (34.84 MB)
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79 - Practice Working with zip Objects.mp4 (31.5 MB)
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80 - Practice Converting a zip Object to a Dictionary.mp4 (15.76 MB)
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81 - Comparison of Different Sequences.mp4 (87.15 MB)
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82 - Understanding Immutable Objects in Python.mp4 (47.83 MB)
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83 - Understanding Mutable Objects in Python.mp4 (65.93 MB)
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84 - Strategies to Prevent Object Mutation.mp4 (69.87 MB)
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85 - Practice Creating Deep Copies of Objects.mp4 (43.73 MB)
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86 - Functions.mp4 (38.55 MB)
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87 - Calling Functions Arguments vs Parameters.mp4 (29.82 MB)
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88 - Shortest Function in Python.mp4 (16.96 MB)
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89 - Mutable and Immutable Arguments in Function Calls.mp4 (78.04 MB)
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90 - Practice Using Mutable and Immutable Objects as Function Arguments.mp4 (128.63 MB)
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91 - Practice Mandatory and Optional Positional Arguments.mp4 (13.89 MB)
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92 - TASK Functions Manipulation.mp4 (9.01 MB)
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93 - Function Arguments.mp4 (60.25 MB)
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100 - Practice Gathering Positional Arguments into the args Tuple.mp4 (22.86 MB)
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101 - Practice Gathering All Keyword Arguments into the kwargs Dictionary.mp4 (80.22 MB)
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94 - Practice Using args to Gather Positional Arguments into a Tuple.mp4 (31.41 MB)
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95 - Keyword Arguments.mp4 (64.43 MB)
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96 - Practice Working with Keyword Arguments.mp4 (34.27 MB)
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97 - Practice Using kwargs to Merge Keyword Arguments in a Dictionary.mp4 (42.49 MB)
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98 - TASK Manipulating Function Arguments.mp4 (17 MB)
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99 - Args and kwargs.mp4 (52.81 MB)
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102 - Default Function Parameters.mp4 (60.79 MB)
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103 - Practice Using Default Function Parameters.mp4 (133.98 MB)
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104 - Docstrings.mp4 (34.52 MB)
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105 - Practice Writing and Using Docstrings.mp4 (41.39 MB)
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106 - Practice Exploring Docstrings.mp4 (80.82 MB)
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107 - Practice Adding Docstrings to Functions.mp4 (82.39 MB)
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108 - Callback Functions.mp4 (55.5 MB)
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109 - Rules for Working with Functions.mp4 (19.91 MB)
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110 - Scopes.mp4 (66.26 MB)
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111 - The Global Keyword.mp4 (15.66 MB)
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112 - Practice Global and Local Variables.mp4 (50.07 MB)
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113 - Practice Using the Global Keyword.mp4 (63.05 MB)
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114 - Operators.mp4 (133.8 MB)
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115 - Unary and Binary Operators.mp4 (47.3 MB)
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116 - Practice Working with Prefix Unary Operators.mp4 (16.21 MB)
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117 - TASK Operators.mp4 (7.94 MB)
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118 - Falsy and Truthy Values.mp4 (126.39 MB)
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119 - Practice Falsy and Truthy Values.mp4 (40.14 MB)
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120 - Logical Operators.mp4 (82.76 MB)
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121 - Practice ShortCircuit OR Operator.mp4 (21.2 MB)
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122 - Practice ShortCircuit AND Operator.mp4 (13.54 MB)
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123 - Practice Combining OR and AND Operators.mp4 (6.7 MB)
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124 - Practice Examples with Logical Operators.mp4 (29.91 MB)
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125 - Practice Comparison Operators.mp4 (42.82 MB)
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126 - The del Statement.mp4 (14.18 MB)
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127 - Lambda Functions.mp4 (42.07 MB)
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128 - Practice Returning Lambda Functions from Functions.mp4 (17.66 MB)
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129 - Practice Sorting a List using Lambda Functions.mp4 (46.65 MB)
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130 - Practice Filtering a List using Lambda Functions.mp4 (24.85 MB)
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131 - Error Handling.mp4 (148.01 MB)
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132 - Practice Using Different Error Classes in the Try and Except.mp4 (42.92 MB)
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133 - Practice Using Multiple Error Classes in one Except Block and Parent Exception.mp4 (78.1 MB)
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134 - Practice Using Else and Finally Blocks.mp4 (22.82 MB)
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135 - Example Handling File Not Found Errors.mp4 (21.82 MB)
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136 - Example Handling Undefined Variable Errors.mp4 (39.03 MB)
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137 - Practice Raising Custom Errors.mp4 (37.31 MB)
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138 - Practice Handling Raised Errors using Try and Except.mp4 (38.3 MB)
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139 - Practice Specifying Types for Function Parameters.mp4 (8.6 MB)
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140 - TASK Proper Error Handling.mp4 (12.25 MB)
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141 - Sequence Unpacking.mp4 (136.54 MB)
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142 - Practice Unpacking Tuples.mp4 (22.18 MB)
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143 - Practice Unpacking a List of Tuples.mp4 (13.71 MB)
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144 - Practice Unpacking Remaining Elements.mp4 (18.46 MB)
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145 - Practice Unpacking Selected Elements.mp4 (9.59 MB)
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146 - Practice Unpacking a List into Positional Arguments.mp4 (26.01 MB)
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147 - Practice Unpacking a Dictionary into Keyword Arguments.mp4 (31.32 MB)
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148 - Practice Flexibility in Function Calls.mp4 (52.6 MB)
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149 - Dictionary Unpacking Operator.mp4 (28.89 MB)
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150 - Practice Using the Dictionary Unpacking Operator.mp4 (20.26 MB)
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151 - Practice Merging Two Dictionaries.mp4 (19.08 MB)
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152 - Conditional Statements.mp4 (76.6 MB)
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153 - Practice Working with Multiple if Statements.mp4 (53.25 MB)
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154 - The ifelse Statement.mp4 (14.94 MB)
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155 - The ifelif Statement.mp4 (81.63 MB)
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156 - Practice Combining if elif and else Statements.mp4 (23.77 MB)
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157 - Practice Considering the Order of Conditions in if Statements.mp4 (31.84 MB)
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158 - Practice Incorporating if Statements into Functions.mp4 (64.07 MB)
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159 - Practice Using if and return Statements within Functions.mp4 (35.49 MB)
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160 - Example Calculating School Grades using if and return in the Function.mp4 (27.49 MB)
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161 - TASK Conditional Statements.mp4 (16.18 MB)
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162 - Ternary Operator.mp4 (81.59 MB)
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163 - Practice Utilizing the Ternary Operator.mp4 (34.33 MB)
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164 - Example Calculating Discounts with the Ternary Operator.mp4 (10.05 MB)
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165 - Example Data Manipulation using the Ternary Operator.mp4 (10.21 MB)
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166 - Example Calculating School Grades using the Ternary Operator.mp4 (27.94 MB)
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167 - Loops.mp4 (56.92 MB)
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168 - ForIn Loop.mp4 (81.3 MB)
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169 - Practice Iterating through Lists and Tuples using ForIn Loops.mp4 (15.2 MB)
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170 - Practice Iterating through Dictionaries using ForIn Loops.mp4 (26.01 MB)
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171 - Practice Iterating through Ranges Strings and Sets with ForIn Loops.mp4 (17.69 MB)
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172 - TASKS Working with ForIn Loops.mp4 (18.31 MB)
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10 - Practice Working with Main Data Types.mp4 (23.06 MB)
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8 - Key Concept in Python.mp4 (21.31 MB)
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9 - Main Data Types in Python.mp4 (34.92 MB)
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173 - While Loop.mp4 (70.57 MB)
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174 - Practice Utilizing the While Loop.mp4 (40.51 MB)
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175 - Example Making Selections with the While Loop.mp4 (34.61 MB)
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176 - Practice Using break Statements in While and ForIn Loops.mp4 (27.08 MB)
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177 - Practice Using continue and break Statements in While Loops.mp4 (26.94 MB)
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178 - TASK While Loop.mp4 (7.06 MB)
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179 - ForIn Expression.mp4 (36.27 MB)
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180 - List Set and Dictionary Comprehensions.mp4 (155.19 MB)
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181 - Practice Using List Comprehension.mp4 (9.24 MB)
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182 - Practice Using Dictionary Comprehension.mp4 (9.87 MB)
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183 - Practice Utilizing Tuple Comprehension.mp4 (7.24 MB)
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184 - Practice Converting Tuples to Lists.mp4 (3.99 MB)
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185 - Example Constructing Dictionaries from Sequences.mp4 (16.75 MB)
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186 - Practice Short ForIn Loops with Conditional Statements.mp4 (26.01 MB)
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187 - Example Converting Dictionary to Another Dictionary.mp4 (14.18 MB)
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188 - TASKS Short ForIn Loops.mp4 (10.27 MB)
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189 - Example Chaining ForIn Expressions.mp4 (10.52 MB)
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190 - Generators in ForIn Expressions.mp4 (81.57 MB)
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191 - Practice Generators and Iteration over the Generator.mp4 (49.4 MB)
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192 - Introduction to Decorator Functions.mp4 (30.26 MB)
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193 - Example Verifying User Permissions with Decorator Functions.mp4 (35.91 MB)
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194 - Example Logging using Decorator Functions.mp4 (48.5 MB)
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195 - Example Validating Arguments with Decorator Functions.mp4 (27.82 MB)
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196 - Classes and Objects.mp4 (63.11 MB)
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197 - Practice Understanding Classes and Class Instances.mp4 (104.03 MB)
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198 - Practice Adding Instance Attributes through Dot Notation.mp4 (76.64 MB)
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199 - Adding Instance Attributes using the init Method.mp4 (118.85 MB)
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200 - Practice Incorporating Own Instance Attributes with the init Method.mp4 (93.19 MB)
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201 - Instance vs Class Methods.mp4 (120.27 MB)
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202 - Practice Inheriting Methods by the Instances.mp4 (107.67 MB)
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203 - Static Class Methods.mp4 (19.32 MB)
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204 - Practice Utilizing Static Methods in Classes.mp4 (46.59 MB)
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205 - Class Attributes.mp4 (16.3 MB)
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206 - Practice Working with Class Attributes.mp4 (69.72 MB)
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207 - Magic Methods in Classes.mp4 (45.18 MB)
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208 - Practice Utilizing Magic Methods in Classes.mp4 (46.13 MB)
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209 - Inheritance from Other Classes.mp4 (58.32 MB)
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210 - Practice Extending Classes.mp4 (80.26 MB)
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211 - Example Creating Forum User and Post Classes.mp4 (75.65 MB)
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212 - Example Creating Instances of the Forum User and Post Classes.mp4 (64.88 MB)
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213 - Example Methods for Finding Users by Username and Email.mp4 (58.96 MB)
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214 - Example Method for Finding All Posts by a Specific User.mp4 (65.49 MB)
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215 - Example Retrieving User Posts by Email.mp4 (38.42 MB)
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216 - Example Adding Parameter Types.mp4 (23.87 MB)
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217 - Example Wrapping up the Forum Users and Posts Example.mp4 (31.58 MB)
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218 - Encapsulation in ObjectOriented Programming OOP.mp4 (14.54 MB)
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219 - Inheritance in ObjectOriented Programming OOP.mp4 (27.05 MB)
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220 - Polymorphism in ObjectOriented Programming OOP.mp4 (36.95 MB)
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221 - Abstraction in ObjectOriented Programming OOP.mp4 (21.64 MB)
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11 - Builtin Functions.mp4 (83.45 MB)
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12 - Practice Defining and Using Functions.mp4 (34.58 MB)
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13 - Practice Using the Return Statement in Functions.mp4 (43.91 MB)
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14 - Practice Exploring Builtin Functions.mp4 (24.21 MB)
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15 - Practice Using the builtin dir Function.mp4 (55.91 MB)
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16 - Practice Gathering User Input with the builtin input Function.mp4 (44.99 MB)
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222 - Modules.mp4 (155.16 MB)
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223 - Practice Importing Entire Custom Modules.mp4 (24.55 MB)
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224 - Practice Selective Imports from Other Modules.mp4 (18.56 MB)
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225 - Practice Importing between Different Modules.mp4 (46.06 MB)
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226 - Practice Modules in Subfolders.mp4 (28.25 MB)
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227 - Builtin Modules.mp4 (45.36 MB)
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228 - Practice Importing from Builtin Modules.mp4 (13.28 MB)
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229 - Practice name and main.mp4 (38.39 MB)
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230 - Example Executing Functions only when Module is run Directly.mp4 (27.25 MB)
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231 - Practice Packages in Python.mp4 (40.57 MB)
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232 - JavaScript Object Notation JSON.mp4 (123.24 MB)
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233 - Practice Converting Python Objects to JSON.mp4 (95.65 MB)
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234 - Practice Converting from JSON to Python Objects.mp4 (79.49 MB)
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235 - Practice Formatting Dictionaries using JSON.mp4 (13.74 MB)
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236 - TASKS JSON.mp4 (13.09 MB)
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237 - Working with Files.mp4 (123.48 MB)
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238 - Working with Files and Directories using the os Module.mp4 (42.21 MB)
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239 - Removing Files and Directories using the os Module.mp4 (31.36 MB)
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240 - Summary of Directory and File Operations using the os Module.mp4 (44.95 MB)
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241 - Working with Files and Directories using the Path Class.mp4 (88.33 MB)
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242 - Iterating over Directories and Removing Files using the Path Class.mp4 (114.82 MB)
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243 - Reading and Writing Files.mp4 (58.2 MB)
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244 - Writing and Reading Files using the builtin open Function.mp4 (37.15 MB)
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245 - Using the with Statement.mp4 (34.18 MB)
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246 - Removing Files using unlink.mp4 (16.55 MB)
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247 - TASK Files.mp4 (4.99 MB)
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248 - Builtin zipfile Module and Creating Zip Archives.mp4 (82.87 MB)
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249 - Reading from the Zip Archive.mp4 (80.03 MB)
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250 - Working with CSV Files.mp4 (34.76 MB)
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251 - Iterating over Each Row in the CSV File.mp4 (42.69 MB)
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252 - Builtin datetime Module.mp4 (16.25 MB)
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253 - Examples Using the datetime Class.mp4 (77.66 MB)
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254 - Examples Converting Strings to Datetime Objects.mp4 (75.52 MB)
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255 - Example Working with the timedelta Class.mp4 (47.62 MB)
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256 - Builtin time Module.mp4 (45.89 MB)
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257 - Builtin random Module.mp4 (68.67 MB)
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258 - Examples Utilizing choices and shuffle Methods from the random Module.mp4 (95.58 MB)
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259 - Builtin secrets Module.mp4 (105.85 MB)
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260 - Examples Generating CSRF Tokens URLSafe Tokens and OTP Passwords.mp4 (28.68 MB)
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261 - Example Generating Strong Passwords.mp4 (171.95 MB)
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262 - Builtin math Module.mp4 (13.77 MB)
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263 - Recursive Functions.mp4 (86.21 MB)
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17 - Code Indentations.mp4 (25.49 MB)
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18 - Practice Working with Indentations.mp4 (18.1 MB)
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19 - Following PEP 8 Guidelines.mp4 (180.31 MB)
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20 - Enabling AutoFormatting in PyCharm.mp4 (14.58 MB)
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264 - Builtin re Module for Regular Expressions.mp4 (38.65 MB)
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265 - Example Creating Patterns for Matching.mp4 (22.63 MB)
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266 - Example Email Validation using Regular Expressions.mp4 (46.9 MB)
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267 - Example Substring Replacement using Regular Expressions.mp4 (14.37 MB)
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268 - Example Removing Excessive Spaces using Regular Expressions.mp4 (14.31 MB)
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269 - TASK Password Verification.mp4 (7.98 MB)
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270 - Running smtp4dev SMTP server in a Docker Container.mp4 (58.22 MB)
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271 - Sending an Email using SMTP.mp4 (54.56 MB)
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272 - Formatting an Email using an HTML Template.mp4 (130.71 MB)
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273 - SMTP WrapUp and Removing the Docker smtp4dev Container.mp4 (12.2 MB)
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274 - Creating an SQLite3 Database and Table.mp4 (94.48 MB)
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275 - Writing Data into the SQLite Table.mp4 (49.34 MB)
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276 - Reading Data from the SQLite Table.mp4 (43.74 MB)
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277 - SQLite Summary.mp4 (69.57 MB)
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278 - Builtin array Module.mp4 (23.29 MB)
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279 - Saving Arrays to Files and Reading Arrays from Files.mp4 (17.5 MB)
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280 - Accessing Program Arguments using the builtin sys Module.mp4 (27.16 MB)
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281 - Builtin webbrowser Module.mp4 (126.72 MB)
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282 - Introduction to PIP Package Manager for Python.mp4 (29.53 MB)
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283 - Using a Globally Installed requests Package.mp4 (20.9 MB)
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284 - Uninstalling Globally Installed Packages using PIP.mp4 (11.64 MB)
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285 - Creating a Python Virtual Environment.mp4 (10.68 MB)
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286 - Activation and Deactivation of the Virtual Environment in the Shell.mp4 (7.69 MB)
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287 - Installing Packages within the Virtual Environment.mp4 (42.24 MB)
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288 - Saving a List of Installed Packages in a Requirements Text File.mp4 (24.78 MB)
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289 - Challenges of Package Management using Requirements Files.mp4 (43.48 MB)
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290 - Installing pipenv for Virtual Environments Management.mp4 (12.49 MB)
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291 - Creating a Virtual Environment using pipenv.mp4 (41.85 MB)
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292 - Installing Packages using pipenv.mp4 (62.45 MB)
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293 - Updating Packages using pipenv.mp4 (11.47 MB)
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294 - Recreating Virtual Environment in the Project Folder using pipenv.mp4 (63.74 MB)
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295 - Using venv for Virtual Environments in PyCharm.mp4 (20.97 MB)
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296 - Using pipenv for Virtual Environments in PyCharm.mp4 (89.1 MB)
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297 - Introduction to the Django Web Framework and Project Overview.mp4 (30.03 MB)
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298 - Model View Controller MVC Programming Pattern.mp4 (6.61 MB)
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299 - Understanding How MVC Pattern is Implemented in Django.mp4 (18.84 MB)
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300 - Creating a New PyCharm Project and Installing Django.mp4 (39.09 MB)
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301 - Creating a New Django Project.mp4 (5.26 MB)
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302 - Overview of the managepy File in Django.mp4 (39.88 MB)
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303 - Starting and Verifying the Django Server.mp4 (84.38 MB)
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304 - Overview of Settings in the Django Project.mp4 (161.87 MB)
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305 - Overview of Default Routing Configuration in Django.mp4 (31.48 MB)
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306 - Creating the Shop Application in Django.mp4 (31.3 MB)
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307 - Explaining the Naming of the Django Project as base.mp4 (9.47 MB)
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308 - Exploring the Contents of the Shop Application.mp4 (18.52 MB)
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309 - Creating a View Function.mp4 (22.6 MB)
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310 - Attaching the View Function to a URL.mp4 (21.54 MB)
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311 - Adding Shop Application Routes to the Global Project Routing Configuration.mp4 (95.22 MB)
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312 - Applying Default Migrations in the Django Project.mp4 (108.54 MB)
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313 - Creating an Admin User in the Django Project.mp4 (39.31 MB)
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314 - Creating Course and Category Models.mp4 (53.21 MB)
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315 - Enabling the Shop Application in the Django Project.mp4 (32.05 MB)
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316 - Creating and Applying Migrations for the Shop Application.mp4 (115.7 MB)
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317 - Modifying Database Models.mp4 (59.04 MB)
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318 - Creating a Category using the Category Model in the Shell.mp4 (120.83 MB)
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319 - Creating Courses using the Course Model in the Shell.mp4 (69.89 MB)
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320 - Creating Categories and Courses in the Admin Interface.mp4 (61.87 MB)
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321 - Modifying How Courses and Categories are Displayed in the Admin Panel.mp4 (29.05 MB)
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322 - Sending Course Titles to the Client in the Response.mp4 (42.63 MB)
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21 - Comments.mp4 (13.97 MB)
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22 - Practice Adding Comments to Your Code.mp4 (11.97 MB)
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323 - Creating an HTML Template.mp4 (38.13 MB)
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324 - Using an HTML Template in the View Function.mp4 (42.23 MB)
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325 - Populating the HTML Template with Data from the Database.mp4 (77.71 MB)
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326 - How we Connected Templates Views and Models.mp4 (26.54 MB)
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327 - Adding the Bootstrap CSS Library to the HTML Template.mp4 (124.8 MB)
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328 - Creating a Base HTML Template for Reuse in Other Templates.mp4 (113.88 MB)
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329 - Adding a Navigation Bar in the Base Template.mp4 (50.71 MB)
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330 - TASK Making the Title of the Web Page Dynamic.mp4 (19.36 MB)
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331 - SOLUTION Making the Title of the Web Page Dynamic.mp4 (44.6 MB)
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332 - Creating a Route for the Single Course Web Page.mp4 (19.39 MB)
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333 - Creating a View Function for the Single Course.mp4 (31.55 MB)
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334 - TASK Creating an HTML Template for the Single Course.mp4 (13 MB)
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335 - SOLUTION Creating an HTML Template for the Single Course.mp4 (47.39 MB)
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336 - Responding with a 404 When Course is Not Found in the Database.mp4 (42.43 MB)
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337 - Setting Up Routing Between Pages Using Relative or Absolute Paths.mp4 (93.42 MB)
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338 - Setting Up Routing Based on the Names of the URL Patterns.mp4 (69.72 MB)
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339 - Considering Application Names in the Routing Setup.mp4 (26.92 MB)
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340 - Adding a Link to the All Courses Page.mp4 (25.39 MB)
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341 - Moving the Templates Folder Out of the Shop Application Folder.mp4 (129.94 MB)
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342 - Modifying the Model for the Courses.mp4 (38.21 MB)
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343 - Summary of the Django Shop Application.mp4 (86.32 MB)
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344 - Installing djangotastypie for the API Django Application.mp4 (17.85 MB)
MP4
345 - Creating an API Django Application.mp4 (29.18 MB)
MP4
346 - Creating Models for the API Application.mp4 (69.08 MB)
MP4
347 - Configuring Routing for the API Application.mp4 (40.68 MB)
MP4
348 - Verifying the API Service.mp4 (142.72 MB)
MP4
349 - Adding Version for the API.mp4 (88.97 MB)
MP4
350 - Installing Postman and Sending GET and DELETE Requests.mp4 (73.81 MB)
MP4
351 - Creating an API Key for the User.mp4 (63.85 MB)
MP4
352 - Enabling Authentication and Authorization for the Model and Using DELETE Method.mp4 (25.81 MB)
MP4
353 - Disabling Authentication Only for GET Requests.mp4 (117.71 MB)
MP4
354 - Creating a New Resource Using POST Method.mp4 (48.97 MB)
MP4
355 - Properly Connecting the Course to the Category in POST Requests Using Hydrate Me.mp4 (33.49 MB)
MP4
356 - Adding Dehydrate Method to Modify Data Before Sending to Client.mp4 (27.1 MB)
MP4
357 - Summary for Setting Up GET POST and DELETE Requests.mp4 (19.25 MB)
MP4
358 - Refactoring Routing for the API Application.mp4 (60.01 MB)
MP4
359 - Setting Up Index Route and Adding Navigation to Navbar.mp4 (106.14 MB)
MP4
360 - Modifying Administrative Panel.mp4 (85.06 MB)
MP4
361 - Summary of Django Courses Project.mp4 (51.79 MB)
MP4
362 - Introduction to Pygame and Creating the Game Window.mp4 (91.41 MB)
MP4
363 - Modifying Background Color of the Game Surface.mp4 (35.28 MB)
MP4
364 - Displaying a Rectangle in the Game.mp4 (32.87 MB)
MP4
365 - TASK Placing Rectangle in the Middle of the Game Window.mp4 (2.46 MB)
MP4
366 - SOLUTION Placing Rectangle in the Middle of the Game Window.mp4 (44.22 MB)
MP4
367 - Moving Rectangle Using Keyboard Arrows.mp4 (83.42 MB)
MP4
368 - Stopping Rectangle from Moving Outside of the Surface.mp4 (28.31 MB)
MP4
369 - Final Shooter Game Overview.mp4 (4.03 MB)
MP4
370 - Loading Images for the Game and Fighter.mp4 (44.36 MB)
MP4
371 - Displaying Fighter on the Surface.mp4 (46.36 MB)
MP4
372 - Moving Fighter Left or Right.mp4 (19.91 MB)
MP4
373 - Making Fighter Movement Continuous.mp4 (63.29 MB)
MP4
374 - Adding the Ball to the Game.mp4 (55.51 MB)
MP4
375 - Showing Ball Based on Fighter Position.mp4 (13.69 MB)
MP4
376 - Moving the Ball After Firing.mp4 (25.64 MB)
MP4
377 - Adding the Alien to the Game.mp4 (36.74 MB)
MP4
378 - Moving the Alien Down the Surface.mp4 (7.15 MB)
MP4
379 - Detecting Collision Between Alien and Fighter Ending the Game.mp4 (45.86 MB)
MP4
380 - Hitting the Alien with the Ball.mp4 (41.57 MB)
MP4
381 - Increasing Alien Speed After Each Hit.mp4 (19.79 MB)
MP4
382 - Adding Hit Counter.mp4 (26.37 MB)
MP4
383 - Shooter Game Summary.mp4 (38.06 MB)
MP4
23 - Understanding Expressions.mp4 (17.2 MB)
MP4
24 - Understanding Statements.mp4 (24.9 MB)
MP4
25 - Practice Using Expressions.mp4 (31.37 MB)
MP4
26 - Practice Using Statements.mp4 (10.59 MB)
MP4
384 - Start of Shooter Refactoring and Creating the Fighter Class.mp4 (72.1 MB)
MP4
385 - Adding Methods in the Fighter Class.mp4 (65.77 MB)
MP4
386 - Creating an Alien Class.mp4 (33.48 MB)
MP4
387 - Adding Methods in the Alien Class.mp4 (54.18 MB)
MP4
388 - Creating a Ball Class.mp4 (61.69 MB)
MP4
389 - Adding Methods in the Ball Class.mp4 (51.68 MB)
MP4
390 - Creating a Game Class.mp4 (60.89 MB)
MP4
391 - Adding Methods in the Game Class.mp4 (112.06 MB)
MP4
392 - Adding Methods for Drawing Elements and Finalizing Refactoring.mp4 (65.87 MB)
MP4
393 - Game Refactoring Summary.mp4 (14.92 MB)
MP4
394 - Running the Game After Refactoring.mp4 (20.24 MB)
MP4
395 - Installing Jupyter Notebook.mp4 (55.73 MB)
MP4
396 - Editing in Jupyter Notebook.mp4 (10.74 MB)
MP4
397 - Order of Execution of Cells in Jupyter Notebook.mp4 (36.85 MB)
MP4
398 - Adding Markdown Saving and Loading Jupyter Notebooks.mp4 (23.93 MB)
MP4
399 - Installing Jupyter Lab and Editing Notebooks.mp4 (34.57 MB)
MP4
400 - Exploring Features of Jupyter Lab.mp4 (80.2 MB)
MP4
401 - Installing External Packages in Jupyter Notebook.mp4 (22.69 MB)
MP4
402 - Introduction to NumPy and Creating OneDimensional Arrays.mp4 (118.92 MB)
MP4
403 - TwoDimensional Arrays in NumPy.mp4 (19.56 MB)
MP4
404 - Understanding Axes in NumPy.mp4 (22.07 MB)
MP4
405 - Arithmetic Operations with NumPy Arrays.mp4 (20.13 MB)
MP4
406 - Concatenating NumPy Arrays.mp4 (65 MB)
MP4
407 - Summary of Basic Operations with NumPy Arrays.mp4 (26.12 MB)
MP4
408 - Filling a NumPy Array with Zeroes Ones or Random Floats.mp4 (57.84 MB)
MP4
409 - Generating Random Elements Using randint and uniform.mp4 (102.17 MB)
MP4
410 - Understanding Seed Number.mp4 (38.8 MB)
MP4
411 - NumPy arange reshape and flatten Methods.mp4 (55.37 MB)
MP4
412 - NumPy Examples 1 and 2 OneDimensional Array.mp4 (53.98 MB)
MP4
413 - NumPy Examples 3 and 4 OneDimensional Array.mp4 (78.83 MB)
MP4
414 - NumPy Example 5 TwoDimensional Array.mp4 (96.03 MB)
MP4
415 - NumPy Example 6 TwoDimensional Array.mp4 (64.03 MB)
MP4
416 - NumPy Example 7 ThreeDimensional Array.mp4 (175.48 MB)
MP4
417 - NumPy Summary.mp4 (4.79 MB)
MP4
418 - Introduction to Pandas and Installation.mp4 (53.91 MB)
MP4
419 - Creating a DataFrame from a Dictionary.mp4 (31.08 MB)
MP4
420 - Basic Operations with DataFrame.mp4 (80.61 MB)
MP4
421 - Describing the DataFrame.mp4 (100.3 MB)
MP4
422 - Finding Null Values in the DataFrame.mp4 (26.45 MB)
MP4
423 - Finding Columns with Specific Data Type.mp4 (16.32 MB)
MP4
424 - Series Data Structure in Pandas.mp4 (59.59 MB)
MP4
425 - Selecting Part of the DataFrame Using loc and iloc Properties.mp4 (71.63 MB)
MP4
426 - Filtering Data in the DataFrame.mp4 (68.15 MB)
MP4
427 - Datetime Type in Pandas.mp4 (22.96 MB)
MP4
428 - Sorting Data in the DataFrame.mp4 (52.29 MB)
MP4
429 - Adding and Removing Columns and Concatenating DataFrames.mp4 (101.02 MB)
MP4
430 - Summary of Pandas DataFrames and Series.mp4 (167.31 MB)
MP4
431 - Generating Random Data for DataFrames.mp4 (96.65 MB)
MP4
432 - Creating a DataFrame Using Random Data.mp4 (7.78 MB)
MP4
433 - Saving DataFrames to CSV Files.mp4 (37.92 MB)
MP4
434 - Creating DataFrames from CSV Files.mp4 (27 MB)
MP4
435 - Writing DataFrames to Excel and JSON Files.mp4 (61.56 MB)
MP4
436 - Analyzing CSVLoaded DataFrames.mp4 (20.32 MB)
MP4
437 - Grouping Data in DataFrames.mp4 (29.5 MB)
MP4
438 - Displaying Series Data on Plots Using Matplotlib.mp4 (101.12 MB)
MP4
439 - Summary of Example with Random CSV Data.mp4 (83.28 MB)
MP4
440 - Examples of Plot and Scatter Diagrams Using Matplotlib.mp4 (47.05 MB)
MP4
441 - Examples of Matplotlib Subplots.mp4 (35.56 MB)
MP4
442 - Using DataFrames for Creating Diagrams.mp4 (21.92 MB)
MP4
443 - Boxplots Area Plots and Pie Charts.mp4 (66.88 MB)
MP4
444 - Example of a Heatmap in Matplotlib.mp4 (68.94 MB)
MP4
445 - Displaying RealWorld Data on Various Charts.mp4 (159.26 MB)
MP4
27 - Variables.mp4 (90.13 MB)
MP4
28 - Practice Defining and Using Variables.mp4 (17.13 MB)
MP4
446 - Introduction to ScikitLearn and Installation.mp4 (25.24 MB)
MP4
447 - Loading and Analyzing Sample Data for Model Creation.mp4 (58.47 MB)
MP4
448 - Handling Null Values in DataFrame.mp4 (41.89 MB)
MP4
449 - Attempting to Create a Model for Predicting Target Values.mp4 (62.98 MB)
MP4
450 - Encoding NonNumeric Values in Input Data.mp4 (77.35 MB)
MP4
451 - Building and Predicting with Cleaned and Encoded Data.mp4 (61.83 MB)
MP4
452 - Summary of Model for Predicting Favorite Transport.mp4 (23.96 MB)
MP4
453 - Visualizing DecisionTreeClassifier Model.mp4 (134.12 MB)
MP4
454 - Creating Charts for Data from the Built Model.mp4 (30.1 MB)
MP4
455 - Evaluating Model Accuracy.mp4 (126.73 MB)
MP4
456 - Loading CSV File with Airline Passenger Satisfaction Data.mp4 (104.24 MB)
MP4
457 - Analyzing DataFrame with Passenger Satisfaction Data.mp4 (22.92 MB)
MP4
458 - Filling Null Values with Mean Value.mp4 (65.6 MB)
MP4
459 - Creating Diagrams for Passenger Data Analysis.mp4 (102.62 MB)
MP4
460 - Manually Encoding NonNumeric Values in DataFrame.mp4 (90.42 MB)
MP4
461 - Encoding NonNumeric Values Using LabelEncoder.mp4 (65.23 MB)
MP4
462 - Creating Additional Diagrams After Data Cleaning and Encoding.mp4 (73.48 MB)
MP4
463 - Filtering DataFrame with Passenger Data.mp4 (55.94 MB)
MP4
464 - Using DecisionTreeClassifier for Model Creation.mp4 (55.49 MB)
MP4
465 - Measuring Model Accuracy with DecisionTreeClassifier.mp4 (117.7 MB)
MP4
466 - Using Other Classifiers for Model Creation.mp4 (83.53 MB)
MP4
467 - Summary of Airline Passenger Satisfaction Project.mp4 (259.14 MB)
MP4
468 - Removing Passenger Votes from DataFrame.mp4 (140.25 MB)
MP4
469 - Saving Trained Model for Future Use.mp4 (76.6 MB)
MP4
470 - Summary of Realistic Model for Passenger Satisfaction Prediction.mp4 (41.24 MB)
MP4
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