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| Module 01: Getting Started with Python | |||
| Why Learn to Code? | 00:05:00 | ||
| Why Python? | 00:04:00 | ||
| Installing Python on Windows | 00:13:00 | ||
| Installing Python on MAC | 00:06:00 | ||
| Installing Python on Linux | 00:15:00 | ||
| Get your Integrated Development Environment | 00:03:00 | ||
| Run Your First Code, “Hello World” | 00:11:00 | ||
| Module 02: Data Types and Operators | |||
| Arithmetic Operators | 00:14:00 | ||
| Variables and Assignment Operators | 00:12:00 | ||
| Order Of Evaluation | 00:09:00 | ||
| Correct Variable Names | 00:08:00 | ||
| Integers and Floats | 00:11:00 | ||
| Booleans, Comparison Operators, and Logical Operators | 00:20:00 | ||
| Strings | 00:02:00 | ||
| Type and Type Conversion | 00:10:00 | ||
| Taking inputs | 00:05:00 | ||
| Exercise 1 | 00:09:00 | ||
| Module 03: Data Structures | |||
| Lists and Membership Operators | 00:16:00 | ||
| Necessity of Lists | 00:14:00 | ||
| List Methods | 00:19:00 | ||
| Tuples | 00:14:00 | ||
| Sets | 00:14:00 | ||
| Dictionaries | 00:06:00 | ||
| Exercise 2 | 00:12:00 | ||
| Module 04: Control Flow | |||
| Conditional Statements | 00:10:00 | ||
| For Loops | 00:13:00 | ||
| While Loops | 00:07:00 | ||
| For Loop vs While Loops | 00:07:00 | ||
| Try and Except Structure | 00:07:00 | ||
| Break, Continue | 00:07:00 | ||
| Exercise 3 | 00:07:00 | ||
| Module 05: Functions | |||
| Defining Function | 00:05:00 | ||
| Returning values | 00:06:00 | ||
| Exercise 4 | 00:09:00 | ||
| Module 06: Python Arrays, Iterators and Generators | |||
| Access elements of an array | 00:05:00 | ||
| Array, Length Of Array, Accessing Elements Of Array | 00:10:00 | ||
| Adding, Removing Elements In Array, Array Methods | 00:12:00 | ||
| Iterators and Generators | 00:14:00 | ||
| Generator Expression | 00:07:00 | ||
| Exercise 5 | 00:07:00 | ||
| Module 07: Python Basic Recap | |||
| Variables and data types | 00:11:00 | ||
| Data structures | 00:11:00 | ||
| Set methods(add, copy, union, intersection, difference etc) | 00:08:00 | ||
| Dict methods(keys, values, items, get, setDefault etc) | 00:05:00 | ||
| Complex structures(list of lists, list of dicts, dict of lists etc) | 00:05:00 | ||
| Conditional Statements | 00:10:00 | ||
| Loops in python | 00:08:00 | ||
| Functions in python | 00:05:00 | ||
| Exercise (m1) | 00:06:00 | ||
| Module 08: Deep Dive Into Loops | |||
| Iterating through list,dictionaries, set | 00:11:00 | ||
| Zip and enumerate | 00:13:00 | ||
| List comprehension | 00:09:00 | ||
| Nested loops | 00:07:00 | ||
| Big O notation and space-time trade-off | 00:16:00 | ||
| Exercise (m2) | 00:08:00 | ||
| Module 9: Deep Dive Into Functions | |||
| Scope in python (local scope, global scope) | 00:10:00 | ||
| Passing multiple arguments(*args, **kwargs) | 00:09:00 | ||
| Returning multiple values | 00:08:00 | ||
| Lambda functions | 00:05:00 | ||
| Map, apply, filter,reduce | 00:08:00 | ||
| Callbacks | 00:05:00 | ||
| Nested functions | 00:05:00 | ||
| Recursion | 00:07:00 | ||
| Exercise (m3) | 00:10:00 | ||
| Module 10: OOP Concepts | |||
| What is Class | 00:12:00 | ||
| Creating an empty Class in Python | 00:06:00 | ||
| Creating an object | 00:08:00 | ||
| Creating a class and object with class and instance attributes | 00:08:00 | ||
| Attributes and methods | 00:08:00 | ||
| Creating modules and importing them | 00:08:00 | ||
| Exercise (m4) | 00:17:00 | ||
| Module 11: Built-in Modules | |||
| Math module(pi, sqrt, pow, exp, log, Trigonometric functions) | 00:08:00 | ||
| Re module(findall, search, split, sub) | 00:10:00 | ||
| OS module(mkdir, chdir, getcwd,rmdir,listdir) | 00:10:00 | ||
| Random(choice, shuffle, random, randint,randrange) | 00:06:00 | ||
| Time module(time, sleep, localtime, ctime,asctime) | 00:06:00 | ||
| Collections module(namedtuple,OrderedDict,deque) | 00:09:00 | ||
| Itertools module(chain.from_iterable, combinations,combinations_with_replacement,permutations) | 00:06:00 | ||
| Exercise (m5) | 00:18:00 | ||
| Module 12: File and Exception Handling | |||
| Reading from a file | 00:11:00 | ||
| Writing to a file | 00:07:00 | ||
| Common exceptions | 00:06:00 | ||
| Zero division Error | 00:06:00 | ||
| File Not Found Error | 00:04:00 | ||
| Type Error | 00:04:00 | ||
| Indexing Error | 00:04:00 | ||
| Exercise (m6) | 00:05:00 | ||
| Module 13: Using Python Packages (Numpy) | |||
| Packages vs modules | 00:10:00 | ||
| Installing a python package | 00:06:00 | ||
| Using the objects of the package | 00:14:00 | ||
| Intro to numpy | 00:07:00 | ||
| Creating arrays using numpy | 00:08:00 | ||
| Exercise (m7) | 00:07:00 | ||
| Capstone Project | |||
| Creating a tic-tac-toe app in notebook (topics: conditions, loops, OOP) | 01:00:00 | ||
| Order Your Certificate & Transcripts | |||
| Order your Certificates & Transcripts | 00:00:00 | ||
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