22.92 GB | 10min 39s | mp4 | 1280X720  | 16:9
Genre:eLearning |Language:English

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