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Udemy - Learn Python Programming A Complete Bootcamp + 400 Examples (4.2025)
大小 22.92 GB
文件数 485
Info Hash: 432FBECCEACA7F9B2674B8AA2E026C57E6A0A3A8
收录时间 2025-12-13 08:23:07
更新时间 2025-12-13 08:23:07
文件列表 (485)
1 - Basic syntax/1 -Coding environment.mp4
15.62 MB
1 - Basic syntax/10 -Boolean basics.mp4
16.21 MB
1 - Basic syntax/11 -Coding exercise #6 Boolean expressions.mp4
89.28 MB
1 - Basic syntax/12 -Coding exercise #7 A simple comparison.mp4
11.56 MB
1 - Basic syntax/13 -Coding exercise #8 Logical operator.mp4
27.81 MB
1 - Basic syntax/14 -Coding exercise #9 Truthy and Falsy values.mp4
41.09 MB
1 - Basic syntax/15 -More about strings.mp4
66.49 MB
1 - Basic syntax/16 -Coding exercise #10 String length.mp4
23.64 MB
1 - Basic syntax/17 -Coding exercise #11 String indexing.mp4
30.43 MB
1 - Basic syntax/18 -Coding exercise #12 String repetition.mp4
15.96 MB
1 - Basic syntax/19 -Coding exercise #13 String slicing.mp4
64.33 MB
1 - Basic syntax/2 -Numeric data types in Python.mp4
70.89 MB
1 - Basic syntax/20 -Coding exercise #14 Combine two strings.mp4
16.74 MB
1 - Basic syntax/21 -Coding exercise #15 Checking substrings.mp4
32.25 MB
1 - Basic syntax/22 -Coding exercise #16.mp4
51.55 MB
1 - Basic syntax/23 -Coding exercise #17 Converting.mp4
17.6 MB
1 - Basic syntax/24 -Coding exercise #18 Replace function.mp4
20.88 MB
1 - Basic syntax/25 -Coding exercise #19.mp4
31.55 MB
1 - Basic syntax/26 -Coding exercise #20 Numerical representation.mp4
24.91 MB
1 - Basic syntax/27 -Coding exercise #21 Smallest and largest characters.mp4
29.86 MB
1 - Basic syntax/28 -Coding exercise #22 islower() and isupper().mp4
21.43 MB
1 - Basic syntax/29 -Coding exercise #23.mp4
18.75 MB
1 - Basic syntax/3 -Strings.mp4
14.3 MB
1 - Basic syntax/30 -Coding exercise #24 endwith.mp4
19.85 MB
1 - Basic syntax/31 -Coding exercise #25 Finding index.mp4
39.32 MB
1 - Basic syntax/32 -Coding exercise #26 Number of occurences.mp4
25.88 MB
1 - Basic syntax/33 -Coding exercise #27 Convertion.mp4
11.66 MB
1 - Basic syntax/34 -Coding exercise #28 Uppercase first letters.mp4
11.64 MB
1 - Basic syntax/35 -Coding exercise #29 Lowercase all letters.mp4
10.45 MB
1 - Basic syntax/36 -Coding exercise #30 Uppercase all letters.mp4
11.28 MB
1 - Basic syntax/37 -Coding exercise #31 Replace functions.mp4
39.06 MB
1 - Basic syntax/38 -Coding exercise #32 Split().mp4
9.96 MB
1 - Basic syntax/4 -Coding exercise #1 Type checking.mp4
17.66 MB
1 - Basic syntax/5 -Coding exercise #2 Type conversion.mp4
29.68 MB
1 - Basic syntax/6 -Coding exercise #3 Modulus operator.mp4
41.42 MB
1 - Basic syntax/7 -Coding exercise #4 Floor division.mp4
25.25 MB
1 - Basic syntax/8 -Coding exercise #5 Reading inputs.mp4
88.8 MB
1 - Basic syntax/9 -Boolean data types.mp4
21.51 MB
10 - Formatted printing/1 -Formatted printing.mp4
41.14 MB
10 - Formatted printing/2 -Coding exercise #136 Using format() function.mp4
18.26 MB
10 - Formatted printing/3 -Coding exercise #137 Positional arguments.mp4
14.92 MB
10 - Formatted printing/4 -Coding exercise #138 Named argument.mp4
12.84 MB
10 - Formatted printing/5 -Coding exercise #139 Alignment and padding.mp4
34.98 MB
10 - Formatted printing/6 -Coding exercise #140 Formating numbers.mp4
21.51 MB
10 - Formatted printing/7 -Coding exercise #141 Adding commas.mp4
11.65 MB
11 - Exception handling/1 -Introduction to exception handling.mp4
25.61 MB
11 - Exception handling/10 -Coding exercise #150 Multiple exceptions, index errors.mp4
51.86 MB
11 - Exception handling/11 -Coding exercise #151 Bank simulation.mp4
52.53 MB
11 - Exception handling/12 -Coding exercise #152 Login system simulation.mp4
71.66 MB
11 - Exception handling/2 -Coding exercise #142 Try-except block.mp4
38.34 MB
11 - Exception handling/3 -Coding exercise #143 Catching specific exceptions.mp4
59.45 MB
11 - Exception handling/4 -Coding exercise #144 Multiple exceptions.mp4
41.54 MB
11 - Exception handling/5 -Coding exercise #145 Finally blocks.mp4
58.13 MB
11 - Exception handling/6 -Coding exercise #146 Else blocks.mp4
52.24 MB
11 - Exception handling/7 -Coding exercise #147 Custom exceptions.mp4
50.33 MB
11 - Exception handling/8 -Coding exercise #148 Catching division by zero.mp4
24.38 MB
11 - Exception handling/9 -Coding exercise #149 Invalid input.mp4
41.04 MB
12 - Object-Oriented Programming/1 -Introduction to Object-Oriented Programming.mp4
67.4 MB
12 - Object-Oriented Programming/10 -Coding exercise #161 Managing student record system.mp4
71.81 MB
12 - Object-Oriented Programming/11 -Coding exercise #162 The library system.mp4
55.45 MB
12 - Object-Oriented Programming/12 -Coding exercise #163 The car class.mp4
52.54 MB
12 - Object-Oriented Programming/13 -Coding exercise #164 Classes and instance attributes.mp4
47.27 MB
12 - Object-Oriented Programming/14 -Coding exercise #165 Class methods.mp4
51.59 MB
12 - Object-Oriented Programming/15 -Introduction to encapsulation.mp4
52.1 MB
12 - Object-Oriented Programming/16 -Coding exercise #166 Public attributes.mp4
23.23 MB
12 - Object-Oriented Programming/17 -Coding exercise #167 Protected attributes.mp4
61.38 MB
12 - Object-Oriented Programming/18 -Coding exercise #168 Private attributes.mp4
106.21 MB
12 - Object-Oriented Programming/19 -Coding exercise #169 Getter and setter methods.mp4
90.72 MB
12 - Object-Oriented Programming/2 -Coding exercise #153 Printing different messages class.mp4
38.45 MB
12 - Object-Oriented Programming/20 -Coding exercise #170 Encapsulation for a car class.mp4
154.95 MB
12 - Object-Oriented Programming/21 -Introduction to inheritance.mp4
15.29 MB
12 - Object-Oriented Programming/22 -Coding exercise #171 Single inheritance.mp4
44.23 MB
12 - Object-Oriented Programming/23 -Coding exercise #172 Multiple inheritance.mp4
28.42 MB
12 - Object-Oriented Programming/24 -Coding exercise #173 Multi-level inheritance.mp4
32.54 MB
12 - Object-Oriented Programming/25 -Coding exercise #174 Hierarchical inheritance.mp4
27.92 MB
12 - Object-Oriented Programming/26 -Coding exercise #175 Hybrid inheritance.mp4
50.4 MB
12 - Object-Oriented Programming/27 -Coding exercise #176 Super() method.mp4
37.04 MB
12 - Object-Oriented Programming/28 -Coding exercise #177 Method resolution order.mp4
71.14 MB
12 - Object-Oriented Programming/29 -Coding exercise #178 Default arguments.mp4
35.61 MB
12 - Object-Oriented Programming/3 -Coding exercise #154 The shape class.mp4
62.12 MB
12 - Object-Oriented Programming/30 -Introduction to polymorphism.mp4
15.88 MB
12 - Object-Oriented Programming/31 -Coding exercise #179 Overriding.mp4
49.37 MB
12 - Object-Oriented Programming/32 -Coding exercise #180 Overloading a shape class.mp4
49.47 MB
12 - Object-Oriented Programming/33 -Coding exercise #181 Overloading a text message.mp4
62.54 MB
12 - Object-Oriented Programming/34 -Coding exercise #182 Overloaded add - operator overloading.mp4
62.25 MB
12 - Object-Oriented Programming/35 -Coding exercise #183 Operator overloading.mp4
52.39 MB
12 - Object-Oriented Programming/36 -Coding exercise #184 Polymorphism with functions and objects.mp4
87.86 MB
12 - Object-Oriented Programming/37 -Coding exercise #185 Dock typing.mp4
32.87 MB
12 - Object-Oriented Programming/4 -Coding exercise #155 The convertor class.mp4
63.68 MB
12 - Object-Oriented Programming/5 -Coding exercise #156 The text processor class.mp4
91.8 MB
12 - Object-Oriented Programming/6 -Coding exercise #157 Constructors and desctructors.mp4
162.17 MB
12 - Object-Oriented Programming/7 -Coding exercise #158 Constructors and desctructors 2.mp4
75.9 MB
12 - Object-Oriented Programming/8 -Coding exercise #159 Bank account systems.mp4
59.68 MB
12 - Object-Oriented Programming/9 -Coding exercise #160 The shopping card.mp4
80.04 MB
13 - Data Structure Modules/1 -Data Structure Modules The collection module.mp4
78.34 MB
13 - Data Structure Modules/10 -Coding exercise #192 Namedtuple employees' data.mp4
34.6 MB
13 - Data Structure Modules/11 -Coding exercise #193 Color format.mp4
41.1 MB
13 - Data Structure Modules/12 -Coding exercise #194 Namedtuple and functions.mp4
49.22 MB
13 - Data Structure Modules/13 -Coding exercise #195 Converting namedtuples to dictionaries.mp4
41.04 MB
13 - Data Structure Modules/14 -Coding exercise #196 Replace functions for namedtuples.mp4
39.89 MB
13 - Data Structure Modules/15 -Introduction to Deques.mp4
120.16 MB
13 - Data Structure Modules/16 -Coding exercise #197 Last in First out.mp4
14.48 MB
13 - Data Structure Modules/17 -Introduction to Ordered Dictionaries.mp4
7.17 MB
13 - Data Structure Modules/18 -Coding exercise #198 Ordered dictionaries.mp4
159.29 MB
13 - Data Structure Modules/19 -Coding exercise #199 Creating and accessing an ordered dictionary.mp4
20.06 MB
13 - Data Structure Modules/2 -Coding exercise #186 Counter class for different strings.mp4
52.54 MB
13 - Data Structure Modules/20 -Coding exercise #200 Task completion system.mp4
21.6 MB
13 - Data Structure Modules/21 -Introduction to chainmap.mp4
8.14 MB
13 - Data Structure Modules/22 -Coding exercise #201 Everything about chainmaps.mp4
149.62 MB
13 - Data Structure Modules/23 -Coding exercise #202 Managing configuration settings.mp4
54.48 MB
13 - Data Structure Modules/24 -Coding exercise #203 Variable scope resolution.mp4
52.08 MB
13 - Data Structure Modules/25 -Introduction heapq.mp4
7.53 MB
13 - Data Structure Modules/26 -Coding exercise #204 Main heap.mp4
17.3 MB
13 - Data Structure Modules/27 -Coding exercise #205 Adding and removing elements to a heap.mp4
50.27 MB
13 - Data Structure Modules/28 -Coding exercise #206 Priority queue using heaps.mp4
38.01 MB
13 - Data Structure Modules/29 -Coding exercise #207 Finding the smallest element.mp4
20.54 MB
13 - Data Structure Modules/3 -Coding exercise #187 Counting words and letters.mp4
84.49 MB
13 - Data Structure Modules/30 -Coding exercise #208 Finding the largest element.mp4
15.17 MB
13 - Data Structure Modules/31 -Coding exercise #209 How the root node equals the smallest number.mp4
27.69 MB
13 - Data Structure Modules/4 -Introduction to Default dictionaries.mp4
63.23 MB
13 - Data Structure Modules/5 -Coding exercise #188 Default dictionaries with lists.mp4
125.18 MB
13 - Data Structure Modules/6 -Coding exercise #189 Default dictionaries with sets.mp4
103.77 MB
13 - Data Structure Modules/7 -Introduction to Namedtuples.mp4
66.48 MB
13 - Data Structure Modules/8 -Coding exercise #190 Namedtuples GPS coordinations.mp4
55.8 MB
13 - Data Structure Modules/9 -Coding exercise #191 Namedtuple for student record system.mp4
51.28 MB
14 - Projects/1 -Project 1 Basic calculator.mp4
120.85 MB
14 - Projects/10 -Project 10 Counting the number of letters and characters.mp4.mp4
86.59 MB
14 - Projects/11 -Project 11 Password validation system.mp4
137.53 MB
14 - Projects/12 -Project 12 Checking the type of our triangle.mp4
104.62 MB
14 - Projects/13 -Project 13 Dictionary key value pair frequency counter.mp4
94 MB
14 - Projects/14 -Project 14 First two and last two characters.mp4
39.52 MB
14 - Projects/15 -Project 15 Exchange first and last characters of a string.mp4
48.45 MB
14 - Projects/16 -Project 16 If a string is palindrome or not.mp4
41.26 MB
14 - Projects/17 -Project 17 Eligibility for vote.mp4
30.47 MB
14 - Projects/18 -Project 18 Factorial calculation.mp4
45.01 MB
14 - Projects/19 -Project 19 Logical operators.mp4
49.29 MB
14 - Projects/2 -Project 2 The random number game.mp4
57.25 MB
14 - Projects/20 -Project 20 Count the number of uppercase and lowercase letters.mp4
37.08 MB
14 - Projects/21 -Project 21 Check to see if a number falls within a range or not.mp4
23.79 MB
14 - Projects/22 -Project 22 Count the number of occurences.mp4
73.59 MB
14 - Projects/23 -Project 23 The sum of elements in a list.mp4
51.34 MB
14 - Projects/24 -Project 24 Multiplication in a list.mp4
48.43 MB
14 - Projects/25 -Project 25 Finding the second largest number in a list.mp4
45.43 MB
14 - Projects/26 -Project 26 Remove occurences of an element.mp4
49.1 MB
14 - Projects/27 -Project 27 Largest number in a list.mp4
52.31 MB
14 - Projects/28 -Project 28 A counter for specific strings.mp4
59.52 MB
14 - Projects/29 -Project 29 Unique elements for a new list.mp4
64.54 MB
14 - Projects/3 -Project 3 Loan calculator.mp4
28.97 MB
14 - Projects/30 -Project 30 Filtering the even numbers.mp4
43.09 MB
14 - Projects/31 -Project 31 Values in a dictionary.mp4
63.41 MB
14 - Projects/32 -Project 32 Dictionary with maximum value.mp4
51.9 MB
14 - Projects/33 -Project 33 Merging in a special way two dictionaries.mp4
93.92 MB
14 - Projects/34 -Project 34 Filtering a dictionary.mp4
55.01 MB
14 - Projects/35 -Project 35 Swapping keys and values in a dictionary.mp4
54.07 MB
14 - Projects/36 -Project 36 Minimum and maximum values in a dictionary.mp4
30.35 MB
14 - Projects/37 -Project 37 Tuple unpacking.mp4
25.3 MB
14 - Projects/38 -Project 38 Creating a dictionary from a string.mp4
59.43 MB
14 - Projects/39 -Project 39 If a value is present in our set or not.mp4
26.97 MB
14 - Projects/4 -Project 4 FizzBuzz Game.mp4
52.09 MB
14 - Projects/40 -Project 40 A tuple in a list.mp4
69.88 MB
14 - Projects/41 -Project 41 Min and max values in a set.mp4
27.18 MB
14 - Projects/42 -Project 42 Repeated items in a tuple using sets.mp4
83.29 MB
14 - Projects/43 -Project 43 A class for calculation of area and perimeter.mp4
174.15 MB
14 - Projects/44 -Project 44 The class person and its object for attributes.mp4
160.92 MB
14 - Projects/45 -Project 45 Calculator class.mp4
102.3 MB
14 - Projects/46 -Project 46 Inheritance and object creation.mp4
146.24 MB
14 - Projects/47 -Project 47 Private attributes.mp4
66.63 MB
14 - Projects/48 -Project 48 Accessing functions through inheritance.mp4
24.84 MB
14 - Projects/49 -Project 49 Overriding but not completely.mp4
23.89 MB
14 - Projects/5 -Project 5 String Reversal Program.mp4
37.63 MB
14 - Projects/50 -Project 50 Operator overloading.mp4
71.22 MB
14 - Projects/51 -Project 51 Count the number of letters.mp4
44.11 MB
14 - Projects/52 -Project 52 Count the number of unique elements of a list.mp4
42.12 MB
14 - Projects/53 -Project 53 Food menu.mp4
88.11 MB
14 - Projects/54 -Project 54 A class that inherits namedtuple.mp4
43.45 MB
14 - Projects/55 -Project 55 Ordered dictionary.mp4
47.1 MB
14 - Projects/56 -Project 56 Membership test of ordered dictionary.mp4
61.62 MB
14 - Projects/57 -Project 57 Counter union, intersection and difference.mp4
53.51 MB
14 - Projects/58 -Project 58 Counter function.mp4
54.58 MB
14 - Projects/59 -Project 59 Inheritance using super() method.mp4
71.47 MB
14 - Projects/6 -Project 6 Divisable by 7 and multiplies of 5.mp4
73.07 MB
14 - Projects/7 -Project 7 Constructing a pattern.mp4
84.58 MB
14 - Projects/8 -Project 8 Reversing.mp4
57.65 MB
14 - Projects/9 -Project 9 Combining for loops and if conditions.mp4
99.99 MB
15 - NumPy/1 -1D Numpy arrays.mp4
20.83 MB
15 - NumPy/10 -Coding exercise #218 Performing operations on 1D arrays.mp4
154.37 MB
15 - NumPy/11 -Coding exercise #219 Performing operations on 2D arrays.mp4
146.79 MB
15 - NumPy/12 -Coding exercise #220 1D array indexing and slicing.mp4
83.78 MB
15 - NumPy/13 -Coding exercise #221 2D array indexing and slicing.mp4
107.98 MB
15 - NumPy/14 -Coding exercise #222 3D array indexing and slicing.mp4
127.1 MB
15 - NumPy/15 -Coding exercise #223 Boolean indexing, fancy indexing and iteration.mp4
29.38 MB
15 - NumPy/16 -Coding exercise #224 Array operations.mp4
72.29 MB
15 - NumPy/17 -Coding exercise #225 Broadcasting a 1d array with scalar.mp4
15.53 MB
15 - NumPy/18 -Coding exercise #226 Broadcasting with 1d and 2d arrays.mp4
18.32 MB
15 - NumPy/19 -Coding exercise #227 Element-wise operations.mp4
89.72 MB
15 - NumPy/2 -Coding exercise #210 2D NumPy arrays.mp4
26.8 MB
15 - NumPy/20 -Coding exercise #228 Applying certain mathematical functions.mp4
26.36 MB
15 - NumPy/21 -Coding exercise #229 Summations.mp4
79.78 MB
15 - NumPy/22 -Coding exercise #230 Finding mean, median, variance and standard deviation.mp4
71.52 MB
15 - NumPy/23 -Coding exercise #231 Finding minimum and maximum.mp4
86.26 MB
15 - NumPy/24 -Coding exercise #232 Reshape and ravel functions.mp4
49.85 MB
15 - NumPy/25 -Coding exercise #233 Transposing a matrix.mp4
30.78 MB
15 - NumPy/26 -Coding exercise #234 Stacking and concatenation.mp4
68.36 MB
15 - NumPy/27 -Coding exercise #235 Splitting.mp4
72.4 MB
15 - NumPy/28 -Coding exercise #236 Identifying missing data.mp4
80.23 MB
15 - NumPy/29 -Coding exercise #237 Replacing missing values.mp4
64.29 MB
15 - NumPy/3 -Coding exercise #211 3D NumPy arrays.mp4
32.33 MB
15 - NumPy/30 -Coding exercise #238 Matrix operation.mp4
49.43 MB
15 - NumPy/31 -Coding exercise #239 Determinant and inverse.mp4
69.13 MB
15 - NumPy/32 -Coding exercise #240 Solving linear equations.mp4
67.21 MB
15 - NumPy/33 -Coding exercise #241 The view() Vs. copy() functions.mp4
108.37 MB
15 - NumPy/34 -Coding exercise #242 Structured arrays.mp4
131.35 MB
15 - NumPy/35 -Coding exercise #243 The c contiguous and f contiguous.mp4
129.27 MB
15 - NumPy/36 -Coding exercise #244 1D array creation.mp4
48.52 MB
15 - NumPy/37 -Coding exercise #245 Convert 1D array to 2D array.mp4
34 MB
15 - NumPy/38 -Coding exercise #246 Multiplication of two matrices.mp4
20.09 MB
15 - NumPy/39 -Coding exercise #247 Extract odd and even numbers.mp4
43.76 MB
15 - NumPy/4 -Coding exercise #212 Array type in NumPy.mp4
19.23 MB
15 - NumPy/40 -Coding exercise #248 Replace odd and even numbers with a specific value.mp4
56.19 MB
15 - NumPy/41 -Coding exercise #249 Converting a 1D array to a boolean array.mp4
51.33 MB
15 - NumPy/42 -Coding exercise #250 Replace odd and even numbers with their negative values.mp4
65.67 MB
15 - NumPy/43 -Coding exercise #251 Create a matrix and normalize it.mp4
37.08 MB
15 - NumPy/44 -Coding exercise #252 Sum of diagnoal elements.mp4
20.17 MB
15 - NumPy/45 -Coding exercise #253 Finding indices of non-zero elements.mp4
15.77 MB
15 - NumPy/5 -Coding exercise #213 Convert a list and a tuple to NumPy array.mp4
30.08 MB
15 - NumPy/6 -Coding exercise #214 Array properties (ndim, shape, size, dtype, itemsize).mp4
78.95 MB
15 - NumPy/7 -Coding exercise #215 2D NumPy array creation with specific functions.mp4
69.5 MB
15 - NumPy/8 -Coding exercise #216 Array creation with specific functions.mp4
93.75 MB
15 - NumPy/9 -Coding exercise #217 different random number generation.mp4
102.12 MB
16 - Matplotlib/1 -Line plots.mp4
99.07 MB
16 - Matplotlib/10 -Coding exercise #262 Basic scatter plot.mp4
35.1 MB
16 - Matplotlib/11 -Coding exercise #263 Scatter plot, modify figure size, marker type and size.mp4
38.69 MB
16 - Matplotlib/12 -Coding exercise #264 Scatter plot, random sizes.mp4
47.21 MB
16 - Matplotlib/13 -Coding exercise #265 Scatter plot, random color and color bar.mp4
56.35 MB
16 - Matplotlib/14 -Coding exercise #266 Scatter plot, fontsize and more customization.mp4
56 MB
16 - Matplotlib/15 -Coding exercise #267 Annotate function for labeling.mp4
68.38 MB
16 - Matplotlib/16 -Coding exercise #268 Handling large datasets.mp4
47.88 MB
16 - Matplotlib/17 -Coding exercise #269 Two scatter plots in one figure.mp4
15.36 MB
16 - Matplotlib/18 -Coding exercise #270 Highlighted points.mp4
18.54 MB
16 - Matplotlib/19 -Coding exercise #271 3D scatter plot.mp4
28.28 MB
16 - Matplotlib/2 -Coding exercise #254 Dashed line and dotted line.mp4
48.87 MB
16 - Matplotlib/20 -Coding exercise #272 Bar charts.mp4
42.45 MB
16 - Matplotlib/21 -Coding exercise #273 Customization of bar charts.mp4
27.46 MB
16 - Matplotlib/22 -Coding exercise #274 Text annotation.mp4
71.18 MB
16 - Matplotlib/23 -Coding exercise #275 Horizontal bar charts.mp4
19.34 MB
16 - Matplotlib/24 -Coding exercise #276 Grouped bar charts.mp4
83.15 MB
16 - Matplotlib/25 -Coding exercise #277 Stacked bar chart.mp4
49.53 MB
16 - Matplotlib/26 -Coding exercise #278 Bar charts with error bars.mp4
45.34 MB
16 - Matplotlib/27 -Coding exercise #279 Bar charts with logarithmic scale.mp4
22.89 MB
16 - Matplotlib/28 -Coding exercise #280 Basic histogram.mp4
29.86 MB
16 - Matplotlib/29 -Coding exercise #281 Customized histogram.mp4
19.84 MB
16 - Matplotlib/3 -Coding exercise #255 Different markers and linestyles.mp4
57.64 MB
16 - Matplotlib/30 -Coding exercise #282 Adjusting number of bins.mp4
25.98 MB
16 - Matplotlib/31 -Coding exercise #283 Normalized histogram(density plot).mp4
20.3 MB
16 - Matplotlib/32 -Coding exercise #284 Histogram with a kde curve.mp4
19.14 MB
16 - Matplotlib/33 -Coding exercise #285 Cumulative histogram.mp4
13.83 MB
16 - Matplotlib/34 -Coding exercise #286 Horizontal histogram.mp4
20.28 MB
16 - Matplotlib/35 -Coding exercise #287 Histogram with logarithmic scale.mp4
14.6 MB
16 - Matplotlib/36 -Coding exercise #288 Pie charts.mp4
31.03 MB
16 - Matplotlib/37 -Coding exercise #289 Customized pie chart.mp4
49.4 MB
16 - Matplotlib/38 -Coding exercise #290 Pie chart with exploded slice.mp4
48.55 MB
16 - Matplotlib/39 -Coding exercise #291 Pie chart rotation.mp4
19.57 MB
16 - Matplotlib/4 -Coding exercise #256 Customized plot.mp4
43.16 MB
16 - Matplotlib/40 -Coding exercise #292 Donut chart.mp4
38.46 MB
16 - Matplotlib/41 -Coding exercise #293 Two pie charts in one figure.mp4
34.85 MB
16 - Matplotlib/42 -Coding exercise #294 Three plots in one figure.mp4
46.35 MB
16 - Matplotlib/43 -Coding exercise #295 Review and some insights from figures.mp4
124.84 MB
16 - Matplotlib/44 -Coding exercise #296 Box plots.mp4
46.69 MB
16 - Matplotlib/45 -Coding exercise #297 Box plots explanation.mp4
30.64 MB
16 - Matplotlib/46 -Coding exercise #298 Customized box plots with notch.mp4
18.74 MB
16 - Matplotlib/47 -Coding exercise #299 Multiple boxplots and interpretation.mp4
33.72 MB
16 - Matplotlib/48 -Coding exercise #300 Horizontal boxplot with mean marker.mp4
33.39 MB
16 - Matplotlib/49 -Coding exercise #301 Heatmaps.mp4
6.91 MB
16 - Matplotlib/5 -Coding exercise #257 Multiple line customization.mp4
42.39 MB
16 - Matplotlib/50 -Coding exercise #302 Basic heatmap.mp4
49.8 MB
16 - Matplotlib/51 -Coding exercise #303 orrelation heatmap.mp4
93.9 MB
16 - Matplotlib/52 -Coding exercise #304 Heatmap with custom labels.mp4
35.02 MB
16 - Matplotlib/53 -Coding exercise #305 Normalized heatmap.mp4
29.71 MB
16 - Matplotlib/54 -Coding exercise #306 Masking our correlation heatmap.mp4
38.38 MB
16 - Matplotlib/55 -Coding exercise #307 3D scatter plot.mp4
42.11 MB
16 - Matplotlib/56 -Coding exercise #308 3D line plot.mp4
26.97 MB
16 - Matplotlib/57 -Coding exercise #309 Time series plot.mp4
53.56 MB
16 - Matplotlib/58 -Coding exercise #310 Time series with moving average.mp4
64.66 MB
16 - Matplotlib/59 -Coding exercise #311 Time series peaks and throughs.mp4
51.31 MB
16 - Matplotlib/6 -Coding exercise #258 Line width customization.mp4
15.12 MB
16 - Matplotlib/60 -Coding exercise #312 Line plot.mp4
20.44 MB
16 - Matplotlib/61 -Coding exercise #313 Line plot.mp4
17.54 MB
16 - Matplotlib/62 -Coding exercise #314 Line plot using dictionaries.mp4
41.64 MB
16 - Matplotlib/63 -Coding exercise #315 Multiple line plot.mp4
20.4 MB
16 - Matplotlib/64 -Coding exercise #316 Line plot customization.mp4
18.1 MB
16 - Matplotlib/65 -Coding exercise #317 Line plots with new axis limits.mp4
18.17 MB
16 - Matplotlib/7 -Coding exercise #259 Marker size, marker edge width, marker edge color.mp4
61.4 MB
16 - Matplotlib/8 -Coding exercise #260 RGB and hexadecimal colors.mp4
45.02 MB
16 - Matplotlib/9 -Coding exercise #261 Transparency adjustment.mp4
25.16 MB
17 - Pandas/1 -Creating a series from list numpy array and a dictionary.mp4
98.57 MB
17 - Pandas/10 -Coding exercise #326 Exploring DataFrame using head(), info(), describe().mp4
97.59 MB
17 - Pandas/11 -Coding exercise #327 Accessing data using of a DataFrame.mp4
96.15 MB
17 - Pandas/12 -Coding exercise #328 Filtering data using conditions.mp4
117.23 MB
17 - Pandas/13 -Coding exercise #329 Filtering data using query.mp4
93.13 MB
17 - Pandas/14 -Coding exercise #330 Handling missing data.mp4
112.16 MB
17 - Pandas/15 -Coding exercise #331 Renaming columns.mp4
66.18 MB
17 - Pandas/16 -Coding exercise #332 Data type conversion.mp4
57.01 MB
17 - Pandas/17 -Coding exercise #333 Handling duplicates.mp4
66.26 MB
17 - Pandas/18 -Coding exercise #334 Groupby() to summarize data.mp4
109.46 MB
17 - Pandas/19 -Coding exercise #335 Aggregate data using sum mean and count functions.mp4
37.82 MB
17 - Pandas/2 -Coding exercise #318 Accessing elements using labels and positions.mp4
100.71 MB
17 - Pandas/20 -Coding exercise #336 Multi-level grouping.mp4
45.42 MB
17 - Pandas/21 -Coding exercise #337 Sorting function.mp4
51.85 MB
17 - Pandas/22 -Coding exercise #338 Ranking function.mp4
38.36 MB
17 - Pandas/23 -Coding exercise #339 Concatinating dataframe.mp4
96.2 MB
17 - Pandas/24 -Coding exercise #340 Merging datasets.mp4
78.63 MB
17 - Pandas/3 -Coding exercise #319 Basic aritmetic operations.mp4
40.1 MB
17 - Pandas/4 -Coding exercise #320 Filtering based on certain conditions.mp4
47.86 MB
17 - Pandas/5 -Coding exercise #321 Apply() function.mp4
151.89 MB
17 - Pandas/6 -Coding exercise #322 Map() function.mp4
112.61 MB
17 - Pandas/7 -Coding exercise #323 Difference between and apply() and map() functions.mp4
26.99 MB
17 - Pandas/8 -Coding exercise #324 Creating a dataframe from dictionaries, lists and array.mp4
65.72 MB
17 - Pandas/9 -Coding exercise #325 Introduction to DataFrame.mp4
11.22 MB
18 - Seaborn/1 -Coding exercise #341 Line plots using sns.lineplot().mp4
56.91 MB
18 - Seaborn/10 -Coding exercise #351 Heatmaps with annotation.mp4
17.75 MB
18 - Seaborn/11 -Coding exercise #352 Heatmap masked upper or lower triangle.mp4
48.13 MB
18 - Seaborn/12 -Coding exercise #353 Jointplot - histogram and scatter plot.mp4
56.93 MB
18 - Seaborn/13 -Coding exercise #354 Jointplot with hue (color differentiation).mp4
70.61 MB
18 - Seaborn/14 -Coding exercise #355 Jointplot with Kernel Density Estimation (KDE).mp4
32.51 MB
18 - Seaborn/15 -Coding exercise #356 Jointplot with regression line.mp4
30.18 MB
18 - Seaborn/16 -Coding exercise #357 Jointplot with hexagonal bining.mp4
32.52 MB
18 - Seaborn/17 -Coding exercise #358 Basic regression line with confidence interval.mp4
33.21 MB
18 - Seaborn/18 -Coding exercise #359 Regression line without confidence interval.mp4
32.63 MB
18 - Seaborn/19 -Coding exercise #360 Polynomial regression plot (order 2).mp4
40.08 MB
18 - Seaborn/2 -Coding exercise #342 Scatter plots.mp4
72.58 MB
18 - Seaborn/3 -Coding exercise #343 Line and scatter plots.mp4
107.75 MB
18 - Seaborn/4 -Coding exercise #345 Bar plots.mp4
65.62 MB
18 - Seaborn/5 -Coding exercise #346 Histograms.mp4
83.93 MB
18 - Seaborn/6 -Coding exercise #347 Kernel Density Estimation.mp4
62.73 MB
18 - Seaborn/7 -Coding exercise #348 Box plots.mp4
63.83 MB
18 - Seaborn/8 -Coding exercise #349 Basic strip plots.mp4
40.12 MB
18 - Seaborn/9 -Coding exercise #350 Basic heatmaps.mp4
26.54 MB
19 - Polars/1 -Coding exercise #361 Creation of series, indexing and slicing.mp4
74.35 MB
19 - Polars/10 -Coding exercise #370 Using lit() and with_column() functions.mp4
30.73 MB
19 - Polars/11 -Coding exercise #371 Using the when() function.mp4
45.59 MB
19 - Polars/12 -Coding exercise #372 Conditional assignmenet of multiple branches.mp4
58.54 MB
19 - Polars/13 -Coding exercise #373 Basic arithmetic operations with DataFrames.mp4
64.34 MB
19 - Polars/14 -Coding exercise #374 Scalar operations with DataFrames.mp4
51.19 MB
19 - Polars/15 -Coding exercise #375 Boolean operations with DataFrames.mp4
54.55 MB
19 - Polars/16 -Coding exercise #376 Combining conditions with filters for DataFrames.mp4
48.37 MB
19 - Polars/17 -Coding exercise #377 Using when-then-otherwise for conditional logic DataFrames.mp4
36.39 MB
19 - Polars/18 -Coding exercise #378 Arithmetic & Logical Operations for DataFrames.mp4
57.08 MB
19 - Polars/19 -Coding exercise #379 Null-aware Operations for DataFrames.mp4
52.97 MB
19 - Polars/2 -Coding exercise #362 Aritmetic, element-wise, logical operations for series.mp4
47.48 MB
19 - Polars/20 -Coding exercise #380 Using the rename() function.mp4
14.31 MB
19 - Polars/21 -Coding exercise #381 Dropping a column.mp4
14.72 MB
19 - Polars/22 -Coding exercise #382 Dropping alternative with Select function.mp4
18.62 MB
19 - Polars/23 -Coding exercise #383 Aliasing Inside select().mp4
31.39 MB
19 - Polars/24 -Coding exercise #384 Group our DataFrame and aggregate values.mp4
48.23 MB
19 - Polars/25 -Coding exercise #385 Multiple aggregations for our DataFrame.mp4
58.37 MB
19 - Polars/26 -Coding exercise #386 Grouping by Multiple Columns.mp4
64.11 MB
19 - Polars/27 -Coding exercise #387 Multiple Aggregation at Once.mp4
47.93 MB
19 - Polars/28 -Coding exercise #388 Using Expressions With Conditions.mp4
43.29 MB
19 - Polars/29 -Coding exercise #389 Join() Function.mp4
49.56 MB
19 - Polars/3 -Coding exercise #363 Using sum(), mean() max() min() sort() and reverse().mp4
27.81 MB
19 - Polars/30 -Coding exercise #390 Sorting and Ranking.mp4
54.75 MB
19 - Polars/31 -Coding exercise #391 Aggregation with Custom Functions for DataFrames.mp4
43.89 MB
19 - Polars/32 -Coding exercise #392 Sum(), mean(), min(), max() count() functions DataFrames.mp4
73.01 MB
19 - Polars/33 -Coding exercise #393 Left, Right, Inner and Outer joins for DataFrames.mp4
91.43 MB
19 - Polars/34 -Coding exercise #394 Vertical concatenation.mp4
26.25 MB
19 - Polars/35 -Coding exercise #395 Horizontal concatenation.mp4
13.09 MB
19 - Polars/4 -Coding exercise #364 Inspecting a series.mp4
24.07 MB
19 - Polars/5 -Coding exercise #365 Dataframe creation from dictionary and numpy array.mp4
32.75 MB
19 - Polars/6 -Coding exercise #366 Inspecting a dataframe.mp4
43.09 MB
19 - Polars/7 -Coding exercise #367 Selecting columns of a dataframe (filtering columns).mp4
28.53 MB
19 - Polars/8 -Coding exercise #368 Filtering rows.mp4
59.07 MB
19 - Polars/9 -Coding exercise #369 Using select() col() and with.columns() functions.mp4
40.83 MB
2 - Conditional statements/1 -Conditional statements.mp4
49.53 MB
2 - Conditional statements/10 -Coding exercise #41 Checking the password.mp4
77.61 MB
2 - Conditional statements/11 -Coding exercise #42 Checking the divisibility.mp4
27.07 MB
2 - Conditional statements/2 -Coding exercise #33 If-else condition.mp4
35.54 MB
2 - Conditional statements/3 -Coding exercise #34 If elif else condition.mp4
48.93 MB
2 - Conditional statements/4 -Coding exercise #35 Nested if conditions.mp4
59.55 MB
2 - Conditional statements/5 -Coding exercise #36 Temperature message.mp4
45.05 MB
2 - Conditional statements/6 -Coding exercise #37 Logical operator.mp4
93.13 MB
2 - Conditional statements/7 -Coding exercise #38 Eligibility to vote.mp4
19.93 MB
2 - Conditional statements/8 -Coding exercise #39 Conditional statement.mp4
45.51 MB
2 - Conditional statements/9 -Coding exercise #40 Comparison operator.mp4
34.4 MB
3 - Math modules/1 -Coding exercise #43 Diagonal.mp4
45.5 MB
3 - Math modules/2 -Coding exercise #44 Truncate a number.mp4
23.96 MB
3 - Math modules/3 -Coding exercise #45 Floor function.mp4
34.01 MB
3 - Math modules/4 -Coding exercise #46 Ceil function.mp4
26.37 MB
3 - Math modules/5 -Coding exercise #47 Possible arragement.mp4
40.36 MB
3 - Math modules/6 -Coding exercise #48 Logarithm.mp4
23.11 MB
3 - Math modules/7 -Coding exercise #49 Remainder of a division.mp4
24.95 MB
4 - Loops/1 -For loops.mp4
64.65 MB
4 - Loops/10 -Coding exercise #57 Sum of all numbers.mp4
62.47 MB
4 - Loops/2 -Coding exercise #50 Nested loops.mp4
52.73 MB
4 - Loops/3 -While loops.mp4
86.25 MB
4 - Loops/4 -Coding exercise #51 Break statement.mp4
43.24 MB
4 - Loops/5 -Coding exercise #52 Continue statement.mp4
70.38 MB
4 - Loops/6 -Coding exercise #53 Cashier total price.mp4
62.56 MB
4 - Loops/7 -Coding exercise #54 Count down.mp4
37.75 MB
4 - Loops/8 -Coding exercise #55 Iterating over a string.mp4
23.81 MB
4 - Loops/9 -Coding exercise #56 Multiplication table.mp4
35.19 MB
5 - Functions/1 -Functions.mp4
47.3 MB
5 - Functions/10 -Coding exercise #66 Return statement.mp4
69.46 MB
5 - Functions/11 -Coding exercise #67 Convert temperature.mp4
36.42 MB
5 - Functions/12 -Coding exercise #68 Sum of two parameters.mp4
36.09 MB
5 - Functions/13 -Coding exercise #69 Modifying a global variable.mp4
30.39 MB
5 - Functions/14 -Coding exercise #70 A function with three return variables.mp4
26.04 MB
5 - Functions/2 -Coding exercise #58 Arguments for calling a function.mp4
41.01 MB
5 - Functions/3 -Coding exercise #59 Local variables.mp4
41.3 MB
5 - Functions/4 -Coding exercise #60 Global variables.mp4
19.92 MB
5 - Functions/5 -Coding exercise #61 Local and global variables.mp4
35.19 MB
5 - Functions/6 -Coding exercise #62 Even or odd numbers.mp4
72.62 MB
5 - Functions/7 -Coding exercise #63 Find the maximum number.mp4
32.51 MB
5 - Functions/8 -Coding exercise #64 Functions with default values.mp4
64.79 MB
5 - Functions/9 -Coding exercise #65 Functions with multiple return values.mp4
46.27 MB
6 - Lists/1 -Lists.mp4
32 MB
6 - Lists/10 -Coding exercise #79 Find the pair with maximum prodcut.mp4
25.91 MB
6 - Lists/11 -Coding exercise #80 Appending two lists.mp4
10.96 MB
6 - Lists/12 -Coding exercise #81 Shopping list.mp4
26.48 MB
6 - Lists/13 -Coding exercise #82 Sum of numbers.mp4
18.7 MB
6 - Lists/14 -Coding exercise #83 Using the sort() function.mp4
30.74 MB
6 - Lists/15 -Coding exercise #84 Reversing a list.mp4
21.4 MB
6 - Lists/16 -Coding exercise #85 Finding the largest number.mp4
13.19 MB
6 - Lists/17 -Coding exercise #86 Adding two lists.mp4
16.61 MB
6 - Lists/18 -Coding exercise #87 Iterating over a list using for loops.mp4
25.59 MB
6 - Lists/2 -Coding exercise #71 Length of a list.mp4
16.97 MB
6 - Lists/3 -Coding exercise #72 Membership test.mp4
36.61 MB
6 - Lists/4 -Coding exercise #73 Modifying a list.mp4
26.18 MB
6 - Lists/5 -Coding exercise #74 Indexing.mp4
25.61 MB
6 - Lists/6 -Coding exercise #75 Using the count() function.mp4
21.04 MB
6 - Lists/7 -Coding exercise #76 Using the copy() function.mp4
19.08 MB
6 - Lists/8 -Coding exercise #77 Using append(), extend(), insert() functions.mp4
69.48 MB
6 - Lists/9 -Coding exercise #78 Find the third largest number.mp4
73.33 MB
7 - Tuples/1 -Introduction to tuples.mp4
22.16 MB
7 - Tuples/10 -Coding exercise #95 Access elements and slicing.mp4
64.89 MB
7 - Tuples/11 -Coding exercise #96 Printing first and last elements.mp4
28.12 MB
7 - Tuples/12 -Coding exercise #97 Length of a tuple.mp4
21.46 MB
7 - Tuples/13 -Coding exercise #98 A tuple of cities.mp4
44 MB
7 - Tuples/14 -Coding exercise #99 User input tuples.mp4
27.37 MB
7 - Tuples/2 -Coding exercise #88 Creating a tuple.mp4
31.31 MB
7 - Tuples/3 -Coding exercise #89 Count and indexing.mp4
38.11 MB
7 - Tuples/4 -Coding exercise #90 Membership testing.mp4
29.43 MB
7 - Tuples/5 -Coding exercise #91 Iterating through a tuple.mp4
19.58 MB
7 - Tuples/6 -Coding exercise #91 Packing and unpacking.mp4
30.21 MB
7 - Tuples/7 -Coding exercise #92 Unpacking.mp4
22.43 MB
7 - Tuples/8 -Coding exercise #93 Element-wise sum.mp4
57.87 MB
7 - Tuples/9 -Coding exercise #94 Merging and repetition.mp4
19.53 MB
8 - Sets/1 -Introduction to sets and their difference.mp4
52.09 MB
8 - Sets/10 -Coding exercise #108 Symmetric difference.mp4
30.11 MB
8 - Sets/11 -Coding exercise #109 The second smallest number in a list using sets.mp4
32.17 MB
8 - Sets/12 -SetsCoding exercise #110 Membership testing.mp4
34.95 MB
8 - Sets/13 -SetsCoding exercise #111 Iterating through a set.mp4
19.92 MB
8 - Sets/14 -SetsCoding exercise #112 Subset and superset.mp4
29.51 MB
8 - Sets/15 -SetsCoding exercise #113 Set comprehension.mp4
18.62 MB
8 - Sets/16 -SetsCoding exercise #114 Set comprehension even numbers.mp4
53.15 MB
8 - Sets/17 -SetsCoding exercise #115 Set comprehension vowel letters.mp4
57.9 MB
8 - Sets/18 -SetsCoding exercise #116 Set comprehension.mp4
61.98 MB
8 - Sets/19 -SetsCoding exercise #117 Frozen sets.mp4
21.13 MB
8 - Sets/2 -Coding exercise #100 Set creation.mp4
22.74 MB
8 - Sets/20 -SetsCoding exercise #118 Chaining set methods.mp4
40.77 MB
8 - Sets/21 -SetsCoding exercise #119 Unique words.mp4
42.23 MB
8 - Sets/22 -SetsCoding exercise #120 Common elements.mp4
20.26 MB
8 - Sets/23 -SetsCoding exercise #121 Lottery draw.mp4
28.67 MB
8 - Sets/24 -SetsCoding exercise #122 Subset and superset.mp4
28.39 MB
8 - Sets/3 -Coding exercise #101 If a value presents in a set.mp4
23.39 MB
8 - Sets/4 -Coding exercise #102 Finding minimum and maximum values.mp4
23.04 MB
8 - Sets/5 -Coding exercise #103 Pipe operator and union.mp4
28.9 MB
8 - Sets/6 -Coding exercise #104 Intersection sets.mp4
43.67 MB
8 - Sets/7 -Coding exercise #105 Finding common elements of two lists using sets.mp4
21.98 MB
8 - Sets/8 -Coding exercise #106 Set difference.mp4
43.4 MB
8 - Sets/9 -Coding exercise #107 Unique values in a list using sets.mp4
28.59 MB
9 - Dictionaries/1 -Introduction to dictionaries.mp4
59.79 MB
9 - Dictionaries/10 -Coding exercise #130 Finding the number of items.mp4
22.04 MB
9 - Dictionaries/11 -Coding exercise #131 Merging dictionaries.mp4
41.94 MB
9 - Dictionaries/12 -Coding exercise #132 Looping through key-value pairs.mp4
43.4 MB
9 - Dictionaries/13 -Coding exercise #133 Nested dictionaries.mp4
26.05 MB
9 - Dictionaries/14 -Coding exercise #134 Sum of all values.mp4
18.92 MB
9 - Dictionaries/15 -Coding exercise #135 Multiply of all values.mp4
55.91 MB
9 - Dictionaries/2 -Dictionary comparison.mp4
22.8 MB
9 - Dictionaries/3 -Coding exercise #123 Adding new elements.mp4
45.02 MB
9 - Dictionaries/4 -Coding exercise #124 Removing items.mp4
15.27 MB
9 - Dictionaries/5 -Coding exercise #125 Iterating through a dictionary.mp4
32.79 MB
9 - Dictionaries/6 -Coding exercise #126 Iterating through a dictionary 2.mp4
19.98 MB
9 - Dictionaries/7 -Coding exercise #127 Adding a new pair.mp4
13.82 MB
9 - Dictionaries/8 -Coding exercise #128.mp4
16.08 MB
9 - Dictionaries/9 -Coding exercise #129 Dictionaries and if conditions.mp4
23.53 MB
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