Python Full Course - Learn Python in 12 Hours | Python Tutorial For Beginners | Edureka
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This Edureka Python for Beginners will help you learn the Python programming language and its core concepts with examples from scratch. This Python tutorial video helps you to learn the following concepts:
00:00​ Introduction
01:55​ What is Python?
03:40​ Why is Python popular?
04:55​ Features of Python
6:50​ Where is Python used in the industry?
7:50​ Learning Path
9:15​ Career Opportunities
10:30​ How Netflix use Python?
11:55​ How does it use Python?
18:15​ Python Developer Salary
18:50​ Who is Python Developer?
19:20​ Python Developer Job Trends
21:55​ How to become a Python Developer?
23:05​ Who is a Python developer?
33:50​ Job Roles
41:40​ Emerging Job Roles
44:30​ Road Map
47:05​ Python Installation
54:30​ How to run a Python program?
58:35​ Best IDE for Python
59:35​ What is an IDE?
59:50​ Features of an IDE
1:00:50​ Best IDEs of Python
1:07:40​ PyCharm Tutorial
1:07:42​ Introduction to PyCharm
1:09:07​ Features of PyCharm
1:28:02​ Comments in Python
1:28:52​ What are Comments?
1:29:47​ When to use Python?
1:30:22​ How to write comments in Python?
1:32:22​ Types of Comments
1:35:57​ Docstring Comments
1:39:02​ Variables & Data Types
1:39:17​ Variable definition & Declaration
1:41:22​ Data Types
1:41:42​ Numbers
1:43:12​ String
1:46:02​ List
1:48:12​ Dictionary
1:50:12​ Tuple
1:51:27​ Set
1:53:52​ Type Conversion
1:54:42​ Python Collections
1:57:12​ Specialised Collections Data Types
2:14:57​ Arrays
2:15:32​ What is an Array?
2:17:27​ How to create Arrays in Python?
2:20:52​ Accessing Array Elements
2:22:42​ Basic Array Operations
2:24:27​ Adding elements to an Array
2:27:52​ Removing Elements of an Array
2:33:42​ Slicing an Array
2:36:12​ Looping through an Array
2:39:57​ Hash Table and HashMap
2:41:37​ Creating Dictionaries
2:44:02​ Nested dictionaries
2:46:52​ Performing Operations on Hash Table
2:55:32​ Operators in Python
3:13:17​ Loops in Python
3:13:52​ Why to use Python?
3:16:12​ What are Loops?
3:18:07​ Loops in Python
3:18:17​ While Loop
3:26:22​ For Loop
3:32:22​ Nested Loop
3:48:12​ Patterns in Python
4:24:27​ File Handling
4:25:07​ Why need File Handling
4:27:02​ Types of Files
4:28:37​ What is File Handling?
4:29:22​ Python File Handling System
4:32:52​ File Operations for Reading
4:41:27​ Python File Write Method
4:47:37​ Decorator
4:48:22​ Functions in Python
4:54:07​ Decorators in Python
5:08:32​ Lambda
5:10:17​ How to write Anonymous functions?
5:29:02​ Map-Reduce Functions
5:29:47​ Introduction to map(), filter(), reduce()
5:46:22​ What are Generators?
5:47:32​ Normal functions vs Generators
5:48:02​ Writing Generators in Python
5:52:57​ Generators with Loops
5:53:57​ Generator Expressions
5:56:22​ Use-Cases
6:02:27​ OOPS Concepts
6:03:07​ Classes & Objects
6:33:47​ Inheritance in Python
6:36:52​ Types of Inheritance
6:42:47​ Python Super Function
6:44:52​ Exception Handling
6:54:42​ Try & Except block
7:05:52​ Python Module
7:07:47​ How to create a Module?
7:17:33​ Python Modules Search Path
7:24:23​ Date & Time
7:24:58​ time module
7:38:23​ Numpy
7:38:58​ What is Numpy?
7:41:43​ Numpy vs List
7:49:03​ Numpy Operations
8:05:23​ Numpy Special Functions
8:09:58​ SciPy
8:10:48​ What is Python SciPy?
8:12:23​ Basic Functions
8:15:48​ Special Functions
8:18:53​ Integration Functions
8:24:43​ Linear Algebra
8:26:48​ Interpolation Functions
8:28:18​ Pandas
8:29:18​ Data life-cycle
8:31:23​ What is Pandas?
8:35:33​ Pandas Operations
8:54:13​ Example
8:59:38​ Python for Statistics
9:02:43​ Pydoop
9:04:03​ Matplotlib
9:04:28​ Data Visualization
9:09:13​ Matplotlib

9:10:13​ Types of Plots
9:30:13​ Multiple Plots
9:32:18​ Seaborn
9:32:53​ Introduction to Seaborn
9:33:33​ Seaborn vs Matplotlib
9:34:28​ How to install Seaborn?
9:34:48​ Installing Dependencies
9:35:33​ Python Seaborn Functions
9:44:23​ Multi-Plot Grids
9:47:08​ Plot Aesthetics
9:50:58​ FIFA Use-case
10:15:33​ OpenCV Tutorial
10:16:03​ What is Computer Vision?
10:16:48​ How computer reads an Image?
10:18:53​ What is OpenCV?
10:19:58​ Basic operations with OpenCV
10:27:33​ Face Detection
10:27:38​ Face Detection using OpenCV
10:31:53​ Capturing Video
10:43:28​ Use-case - Motion Detector
10:54:58​ Web Development Framework
10:55:23​ What are Frameworks in Python?
11:08:34​ Python Web Development
11:09:04​ Python Web Development Libraries
11:09:24​ Python & Django
11:28:19​ Web Scraping
11:33:49​ Packages used for web Scraping

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Did You Know - Python Tips : 001

# Very simple string reverse trick in Python
x = 'Python'
print(x[::-1])

» nohtyP

#python #tips #HowTo

Did You Know - Python Tips : 002

# In-Place Swapping Of Two Variables, works with any datatype

x, y = 'hello', 'world'
print(x, y)
x, y = y, x
print(x, y)

#python #tips #HowTo

Did You Know - Python Tips : 003

# Using all the elements in a list, create a single string

mylist = ["Hello!", "Welcome", " to", "iGnani"]
print(" ".join(mylist))

#python #tips #HowTo

Did You Know - Python Tips : 004

#Chaining assignment : assigning the same value to multiple variables, all variables will reference the same object
# Useful when initialising a set of variables with a default value.

a = b = c = x = y = z = 0
print(a, b, c, x, y, z)

#python #tips #HowTo

Practice Code: 001

Each level increases the complexity. Each level should satisfy the previous level

🔥How many levels can you achieve? 🔥

#python #practiceCode #samples #interviewQuestions #strings #numbers #validation

Practice Code: 002

Accept a number from the user and return the sum of all natural numbers that are multiples of 5,7 less than the number entered by the user. Example --- Input: 15 --- 5, 7, 10, 14 and return 36

🔥Can you solve this? 🔥
#python #practiceCode #samples #interviewQuestions #numbers

Practice Code: 003

In an array, that has been sorted in ascending order, but has been cyclically shifted, find the element that has the minimum element.
Example, [5, 6, 7, 8, 9, 10, 11, 1, 2, 3, 4]
Write an algorithm that optimally finds the minimum element in such an array.

««« Click here for solution »»»

🔥Ready to take this challenge? 🔥

#python #practiceCode #samples #interviewQuestions #numbers #algorithm

#PracticeCode: 0005

Permutation: In mathematics, permutation is the act of arranging the members of a set into a sequence or order, or, if the set is already ordered, rearranging its elements—a process called permuting. Permutations differ from combinations, which are selections of some members of a set regardless of order.

Task:
Write a function, which determines whether one line is a permutation of another. Write an algorithm that optimally finishes the task.

««« Click here for the Solution »»»

🔥Ready to take this challenge? 🔥

#python #practiceCode #samples #interviewQuestions #collections #dict #algorithm

Practice Code: 0004

Check if a palindrome can be created from a string entered by the user.
A palindrome is a word, number, phrase, or other sequence of characters which reads the same backward as forward, such as madam, racecar, or the number 10801.

"madam" => true - is already a palindrome
"mamad" => true - can be made a palindrome
"sir" => false - cannot be made a palindrome

««« Click here for the Solution »»»

🔥Ready to take this challenge? 🔥

#python #practiceCode #samples #interviewQuestions #numbers #algorithm

#PracticeCode: 0006

Task:
Given a line, the words in it are indicated with a space. Print words in descending order of their length.
Input: "My favourite programming language is Python.",
Output: "programming favourite language Python My is."

Use an optimal algorithm to solve this problem.

««« Click here for the Solution »»»

🔥Ready to take this challenge? 🔥

#python #practiceCode #samples #interviewQuestions #collections #dict #algorithm