2022 Complete Python Bootcamp From Zero to Hero in Python

By Lakhan Singh thakur

Complete Python Bootcamp: Go from zero to hero in Python 3

Complete Python Bootcamp: Go from zero to hero in Python 3
Learn Python like a Professional! Start from the basics and go all the way to creating your own applications and games!
Created by	Jose Portilla
Language	English

×
Hello and welcome to the course! This is just a quick automatic message with some useful tips, the next video goes over a lot of this as well.

1.Please watch the course overview lecture, lots of useful info there!

2. Our course notebooks can be found at this link: https://github.com/Pierian-Data/Complete-Python-3-Bootcamp

3. We go over downloading and using the notebooks in the lecture videos, so don't worry about how to use the link above, we will walk you through it all.

4. You can ask questions in the QA Forums (make sure to search first, before posting a new question as there are already 60,000+ answered questions) Guide on using the QA Forums: https://support.udemy.com/hc/en-us/articles/229233387-How-to-Use-The-Q-A

5. Our chat channel to talk to other students can be found here: https://discord.gg/TztE6B8

6. Video guide on how to use the chat room: https://www.youtube.com/watch?v=bkH89OJ001M

7. I don't control certification, Udemy does, information on this can be found here: https://support.udemy.com/hc/en-us/articles/229603868-Certificate-of-Completion

8. Course Slides can be found here: https://drive.google.com/drive/folders/1CKqOQzst1cGURXGiRVivi2Xsc0n-X8CR?usp=sharing

Thank you so much for enrolling, I'm so excited for you to start your Python journey!

Let's do this, I'll see you at the next lecture!

Jose

2. Course Introduction 00:06:39

3. Course Curriculum Overview 00:04:00

4. Why Python 00:05:18

h4>Course FAQs:

Note: Many of these FAQs pertain to Notebooks, Anaconda, and Python. All of which we will discuss in Section 2 with video content. We have videos going over all about Python and the installation process. This FAQ is just here as a reference for you to visit whenever you wish. If you want to continue with the course and the install procedure, continue on to the next lecture. Thanks!

1. Where can I find the Jupyter Notebooks for the Course? The course is now in Python 3, but still have the older Python 2 notebooks available for reference in case you need them.

Python 3 Notebooks can be found here:

https://github.com/Pierian-Data/Complete-Python-3-Bootcamp

The older Python 2 Notebooks can be found here:

https://github.com/jmportilla/Complete-Python-Bootcamp

2. How do I download the Notebooks? (We show this in a video in the next section)

You can go to the GitHub page linked above and then click the download zip button to download all the notebook (.ipynb) files onto your computer (compressed as a zip file, you'll need to unzip it). Check out the lecture "Getting the Notebooks" for a video guide to this.

3. How do I know what directory my Notebooks are being saved?

To find out where your notebooks are type: pwd in a cell and run it with Shift+Enter. This will print your working directory.

4. How can I change where the Notebooks are being saved?

You will need to change the directory in which you are starting you jupyter notebook. Use cd in the terminal or command prompt to change to your desired directory if you are running jupyter notebook at your command line. Alternatively, just navigate to your desired directory using the Anaconda Navigator as described in the lecture "Running Python Code".

5. How do I open .ipynb files? What program do I choose? (We show this in a video in the next section)

After installing Anaconda, search your computer for Anaconda Navigator, then launch jupyter notebook and move through the Jupyter Notebook interface until you reach your desired directory where you have your .ipynb files. Please note, you can not just double click a .ipynb file, it won't open that way.

Using Juptyer Notebook at your command line? Here are the instructions to open .ipynb files through your command line:

In order to open the Notebook Files you'll need to have Python and the Jupyter Notebook system installed, check out the Python Set-up section for more details on the installation of Python and the Jupyter Notebook system (or you can just follow the relevant instructions here if you feel more technical). Once you have python and the jupyter notebooks installed you are ready to open the notebooks using the following steps:

First open up your Command Prompt (search for cmd on a Windows machine) or if you are on a Mac use your terminal (Spotlight search for terminal).
Next in you terminal/command prompt type pwd and press enter (this will print your working directory)
Take note of what file directory was displayed, this is where you should save your .ipynb files (or a folder containing your .ipynb files)
Once your ipynb files or folder containing the files is in the location displayed from the pwd step go back to your terminal and type jupyter notebook and press Enter.
After Step 4 you should have a browser tab open up with the Jupyter Notebook system running inside of it.
Click on your Notebook (or go to your folder of Notebooks) displayed in the Jupyter Notbeook and it will open in a new tab with the Notebook you selected.
You should now have successfully opened a Notebook file.

6. How do I get my certification?

Check out Udemy's official link on this (we don't control certification).

https://support.udemy.com/hc/en-us/articles/229603868-Certificate-of-Completion

For more questions on certification, please email support@udemy.com

7. Where can I find the slides?

https://drive.google.com/drive/folders/1CKqOQzst1cGURXGiRVivi2Xsc0n-X8CR?usp=sharing

1. Command Line Basics 00:08:16
2. Installing Python (Step by Step) 00:08:18
3. Running Python Code 00:17:50
4. Getting the Notebooks and the Course Material 00:02:22
4.1 Github Link For Notebooks (Green Download button for .zip) .html
5. Git and Github Overview (Optional) 00:02:49
5.1 Git Hello World Tutorial .html
5.2 GitHub Code School .html
5.3 Resources for Learning GitHub .html

1. Introduction to Python Data Types 00:04:02
2. Python Numbers 00:04:11
3. Numbers Simple Arithmetic .html
Numbers FAQÂ
1. What's the difference between floating point and an integer?
An integer has no decimals in it, a floating point number can display digits past the decimal point.

2. Why doesn't 0.1+0.2-0.3 equal 0.0 ?

This has to do with floating point accuracy and computer's abilities to represent numbers in memory. For a full breakdown, check out: https://docs.python.org/2/tutorial/floatingpoint.html
5. Numbers Quiz .html
6. Variable Assignments 00:07:54
7. Introduction to Strings 00:07:11
8. Quick Print Check .html
9. Indexing and Slicing with Strings 00:08:29
10. String Indexing .html
11. String Slicing .html
12. String Properties and Method s 00:09:27
Strings FAQ

1. Are strings mutable?

Strings are not mutable! (meaning you can't use indexing to change individual elements of a string)

2. How do I create comments in my code?

You can use the hashtag # to create comments in your code
14. Strings Quiz .html
15. Print Formatting with Strings 00:11:50
Print Formatting FAQS
1.) I imported print from the __future__ module, now print isn't working. What happened?

This is because once you import from the __future__ module in Python 2.7, a print statement will no longer work, and print must then use a print() function. Meaning that you must use

print('Whatever you were going to print')

or if you are using some formatting:

print('This is a string with an {p}'.format(p='insert'))

The __future__ module allows you to use Python3 functionality in a Python2 environment, but some functionality is overwritten (such as the print statement, or classic division when you import division).

Since we are using Jupyter Notebooks, once you so the import, all cells will require the use if the print() function. You will have to restart Python or start a new notebook to regain the old functionality back.

HERE IS AN AWESOME SOURCE FOR PRINT FORMATTING:

https://pyformat.info/

17. Print Formatting .html

18. Lists in Python 00:11:42

19. Lists .html

Lists FAQ

1. How do I index a nested list? For example if I want to grab 2 from [1,1,[1,2]]?

You would just add another set of brackets for indexing the nested list, for example: my_list[2][1] . We'll discover later on more nested objects and you will be quizzed on them later!

21. Lists Quiz .html

22. Dictionaries in Python 00:10:40

Dictionaries FAQ

1. Do dictionaries keep an order? How do I print the values of the dictionary in order?

Dictionaries are mappings and do not retain order! If you do want the capabilities of a dictionary but you would like ordering as well, check out the ordereddict object lecture later on in the course!

25. Dictionaries Quiz .html

26. Tuples with Python 00:04:49

27. Tuples Quiz .html

28. Sets in Python 00:02:49

29. Sets .html

30. Booleans in Python 00:03:07

31. Sets and Booleans Quiz .html

32. IO with Basic Files in Python 00:17:46

33. File IO .html

34. Resources for More Basic Practice .html

Before you begin your assessment, I wanted to point out some helpful links for practice (don't worry about being able to do these exercises, I just want you to be aware of the links so you can visit them later, since we still haven't discussed functions, you won't be able to utilize a lot of these resources yet!):

Basic Practice:

http://codingbat.com/python

More Mathematical (and Harder) Practice:

https://projecteuler.net/archives

List of Practice Problems:

http://www.codeabbey.com/index/task_list

A SubReddit Devoted to Daily Practice Problems:

https://www.reddit.com/r/dailyprogrammer

A very tricky website with very few hints and touch problems (Not for beginners but still interesting)

http://www.pythonchallenge.com/

35. Python Objects and Data Structures Assessment Test Overview 00:06:48

36. Python Objects and Data Structures Assessment Test Solutions 00:09:47

1. Comparison Operators in Python 00:03:26
2. Chaining Comparison Operators in Python with Logical Operators 00:05:42
3. Comparison Operators Quiz .html

1. If Elif and Else Statements in Python 00:09:06
2. For Loops in Python 00:18:17
3. While Loops in Python 00:10:35
4. Useful Operators in Python 00:16:08
5. List Comprehensions in Python 00:11:26
6. Python Statements Test Overview 00:02:27
7. Python Statements Test Solutions 00:07:19

1. Methods and the Python Documentation 00:07:04
2. Introduction to Functions 00:03:09
3. def Keyword 00:05:42
4. Basics of Python Functions 00:11:05
5. Logic with Python Functions 00:12:19
6. Tuple Unpacking with Python Functions 00:08:55
7. Interactions between Python Functions 00:10:48
8. Overview of Quick Function Exercises 1-10 .html
Okay so you now know functions!
A big part of this section of the course will be testing your new skills with exercises. We have 3 main parts of exercises.
Part 1: 10 In Course Coding ExercisesÂ
We're going to start off with just the basics with a series of 10 problems. These problems should feel relatively easy, just some quick exercises to get you comfortable with the syntax of functions. If you feel uncomfortable with these, check out lecture 26 for some useful links for warm-up problems from codingbat.com , but hopefully these exercises should feel relatively easy.
These are in-course coding exercises. Solutions can be found linked here:Â
https://docs.google.com/document/d/181AMuP-V5VnSorl_q7p6BYd8mwXWBnsZY_sSPA8trfc/edit?usp=sharing
In between these in-course coding exercises we'll have a quick lecture on *args and **kwargs.
Part 2:Â Function Practice Exercises
Here we'll have a jupyter notebook with some exercises for you to answer, we'll have a quick overview lecture, and then have you attempt problems, afterwards we'll have an explanatory solutions video. These problems are ranked WarmUp, Level 1, Level 2, and Challenge. You should feel comfortable with Warmup and Level 1 and Level 2. Challenge problems here are very difficult, so don't feel bad if you don't want to attempt them yet!Â :)
After this we'll cover a few more topics through some videos.
Part 3:Â Function and Methods Homework
We finish off this section with even more exercises! Here we have various function word problems for you to solve, again in a notebook and we will cover the solutions in a video afterwards.
Best of luck!Â If you have any questions, post to the QA forums and we'll be happy to help you out!
9. Quick Check on Solutions Link .html
10. Functions 1 print Hello World .html
11. Functions 2 print Hello Name .html
12. Functions 3 - simple Boolean .html
13. Functions 4 - using Booleans .html
14. Functions 5 simple math .html
15. Functions 6 is even .html
16. Functions 7 is greater .html
17. args and kwargs in Python 00:12:01
18. Functions 8 args .html
19. Functions 9 pick evens .html
20. Functions 10 skyline .html
21. Function Practice Exercises - Overview 00:04:55
22. Function Practice Exercises - Solutions 00:10:03
23. Function Practice - Solutions Level One 00:07:20
24. Function Practice - Solutions Level Two 00:11:25
25. Function Exercise Solutions - Challenge Problem 00:13:16
26. Lambda Expressions Map and Filter Functions 00:13:36
27. Nested Statements and Scope 00:16:02
28. Methods and Functions Homework Overview 00:05:59
29. Methods and Functions Homework - Solutions 00:19:11

1. Introduction to Warm Up Project Exercises 00:03:47
2. Displaying Information 00:05:27
3. Accepting User Input 00:10:18
4. Validating User Input 00:18:39
5. Simple User Interaction 00:14:20
6. First Python Milestone Project Overview 00:15:38
7. Milestone Project Help .html
Tic Tac Toe Project Helpful Hints

In this text lecture we will just have a useful guide for helping you complete the project! Sometimes this project can feel overwhelming, like being thrown into the deep end of the pool and told "Now learn to swim!". So to help out with this, here's a guide to help you begin in the right direction! (Note, there's lots of ways to accomplish this task, so your code may look completely different than the given solution). If the hints below still aren't enough, check out the "Walkthrough Workbook" notebook for even more help!
- First off, make sure you understand the project scope. What needs to happen?
  1. We need to print a board.
  2. Take in player input.
  3. Place their input on the board.
  4. Check if the game is won,tied, lost, or ongoing.
  5. Repeat c and d until the game has been won or tied.
  6. Ask if players want to play again.
- Ok so we got a general idea of what we need to do. Let's break it down by steps. If you're having trouble with the project, come and check this lecture if you ever get stuck.
PROJECT HINTS:
1. Start by deciding how you will store the player's marker positions (Xs and Os). Let's choose a list, where each index corresponds with a number on a keypad, which in turn corresponds with a position on the 3 by 3 board.
2. Create a list called board which will keep track of the player markers.
  1. The list should already be the same length as your intended board.
3. Create a function that will print a board. Not just the list, but an actual representation of a board! This can be done with multiple print statements within the function. Think about how you would take elements from the list and print them out into the board. (You can also clear output in jupyter notebook with clear_output() . You need to import this, so at the top of a cell copy and paste: from IPython.display import clear_output
4. Write a function which takes an input marker string 'X' or "O' and a given number and stores it to a list at that appendix.
  1. You might have to look up how to take input in python! input()
  2. Play around with input() to make sure you understand it
5. Write a function that takes in the board and a player marker and checks it theres a win or a tie.
  1. The checking for a win should be a series of a bunch checks, for example: (board[7] == board[8] == board[9] == marker)would check the first top row if they all match a player's marker.
6. Check for a tie (this means nobody won and the board list is full!)
7. Now begin writing functions that begin game play.
8. You'll need to write a function which starts combining and calling the different functions you've made within it.
  1. For example, a function which asks for a player's move, then updates the board,then checks for a win, then prints out the board.
9. How can you keep the game continually going?
  1. Maybe try using a while loop.
  2. Something like, while the board isn't full and nobody's won...
10. You might want to think about how to use boolean objects as markers of the game's status.
11. Alright you should have enough now to begin piecing things together!
12. If you're still stuck, try googling around for "Python Tic Tac Toe" for ideas of how to put all your pieces and functions together!
Great job and remember, this is a milestone project, so its meant to be challenging!

Other things that you may want to implement:

1. Taking in a player's input:

If you're confused on how to take in a players input, you have to use input() for Python 3, or raw_input() for Python 2.. You can use it in the following manner:

board_position = input("Please enter a number for the board position choice: ")

Then you would see a pop-up occur with a text box asking you for your input. Type in the number and press enter, now the variable board_position is an integer you can use for your code. For more on the differences between raw_input() and input(), check out this answer.

2. Checking an input and asking again:

In my solution I take into account if a player possibly puts in an incorrect input (like passing a string 'hello' when asked for their board position choice). You can take care of this by using a while loop!
8. Solution Overview for MileStone Project 1 - Part One 00:16:01
9. Solution Overview for MileStone Project 1 - Part Two 00:13:04
10. Advanced Project Solution Overview 00:08:09

1. Object Oriented Programming - Introduction 00:04:52
2. Object Oriented Programming - Attributes and Class Keyword 00:14:19
3. Object Oriented Programming - Class Object Attributes and Methods 00:17:18
4. Object Oriented Programming - Inheritance and Polymorphism 00:16:45
5. Object Oriented Programming - Special (MagicDunder) Methods 00:07:01
6. Object Oriented Programming - Homework 00:03:07
7. Object Oriented Programming - Homework Solutions 00:06:51
8. Object Oriented Programming - Challenge Overview 00:05:14
9. Object Oriented Programming - Challenge Solution 00:05:22

1. Errors and Exception Handling 00:17:19
2. Errors and Exceptions Homework 00:01:30
3. Errors and Exception Homework - Solutions 00:05:16
4. Update for Pylint Users .html
Hi Everyone,
Just a quick update on the Pylint library. To see the same report that I do in the video, in the newest version of PyLint you need to add -r y (report yes) at the end of the command, so the full command should be:
pylint myexample.py -r y
If you check out the video I only wrote pylint myexample.py , you will need to add on -r y
Check out the previously answered QA Forum posts if you get stuck on this, thanks!
Jose
5. Pylint Overview 00:11:36
6. Running tests with the Unittest Library 00:09:33

1. Introduction to Milestone Project 2 Section Warmup 00:03:49
2. Card Clas s 00:11:57
3. Deck Class 00:15:52
4. Player Class 00:11:04
5. Game Logic - Part One 00:05:43
6. Game Logic - Part Two 00:08:04
7. Game Logic - Part Three 00:16:32
8. Milestone Project 2 Overview 00:08:38
9. Solution Walkthrough - Card and Deck classes 00:10:48
10. Solution Walkthrough - Hand and Chip Classes 00:14:22
11. Solution Walkthrough - Functions for Game Play 00:09:11
12. Solutions Walkthrough - Final Gameplay Script 00:12:11

1. Decorators with Python Overview 00:21:20
2. Decorators Homework 00:02:05

1. Generators with Python 00:13:06
2. Generators Homework Overview 00:01:40
3. Generators Homework Solutions 00:02:32

1. Introduction to Advanced Python Modules 00:00:55
2. Python Collections Module 00:12:57
. Opening and Reading Files and Folders (Python OS Module) 3 00:19:42
4. Python Datetime Module 00:11:22
5. Python Math and Random Modules 00:15:44
6. Python Debugge r 00:06:51
7. Python Regular Expressions Part One 00:11:31
8. Python Regular Expressions Part Two 00:14:32
9. Python Regular Expressions Part Three 00:14:04
10. Timing Your Python Code 00:12:32
11. Zipping and Unzipping files with Python 00:10:26
2. Advanced Python Module Puzzle - Overview 1 00:01:49
13. Advanced Python Module Puzzle - Solution 00:10:16

1. Introduction to Web Scraping 00:15:40
2. Setting Up Web Scraping Libraries 00:06:57
3. Python Web Scraping - Grabbing a Title 00:10:13
4. Python Web Scraping - Grabbing a Class 00:08:16
5. Python Web Scraping - Grabbing an Image 00:15:30
6. Python Web Scraping - Book Examples Part One 00:09:46
7. Python Web Scraping - Book Examples Part Two 00:13:21
. Python Web Scraping - Exercise Overview 8 00:04:12
9. Python Web Scraping - Exercise Solutions 00:16:00

1. Introduction to Images with Python 00:00:36
2. Working with Images with Python 00:18:05
3. Python Image Exercises - Overview 00:01:56
4. Python Image Exercises - Solution 00:03:31

1. Introduction to PDFs and Spreadsheets with Python 00:00:45
2. Working with CSV Files in Python 00:19:27
3. Working with PDF Files in Python 00:12:37
4. PDFs and Spreadsheets Python Puzzle Exercise 00:02:00
5. PDFs and Spreadsheets Python Puzzle Exercise - Solution s 00:09:55

1. Introduction to Emails with Python 00:01:31
2. Sending Emails with Python 00:13:42
3. Receiving Emails with Python 00:12:47

1. Final Capstone Project 00:03:15

1. Advanced Numbers 00:04:33
2. Advanced Strings 00:08:30
3. Advanced Sets 00:11:25
4. Advanced Dictionaries 00:05:02
5. Advanced Lists 00:08:20
6. Advanced Python Objects Assessment Test 00:01:46
7. Advanced Python Objects Test - Solutions 00:01:10

.

1. Introduction to GUIs .html
2. Quick note about ipywidgets .html
Hi everyone!
Just a quick note about coloring and styling your ipywidgets, ipywidgets has actually switched over to a Bootstrap style, for more info, check out:
https://ipywidgets.readthedocs.io/en/latest/examples/Widget%20Styling.html#Predefined-styles
Any questions?Â Feel free to post to the QA forums, thanks!
3. Interact Functionality with GUIs 00:15:41
4. GUI Widget Basics 00:08:12
5. List of Possible Widgets 00:06:19
6. Widget Styling and Layouts 00:08:10
7. Example of what a Widget can do! 00:05:53

1. BONUS LECTURE .html
BONUS â€” Udemy Coupons

Thank you so much for enrolling in my course! Interested in similar topics, check out my other courses the maximum discount! The link below provides a Google Doc with the latest updated Coupon Links for all my courses:
https://docs.google.com/document/d/1TfB48iJcCAPaQYiOgB70_QgBXyGaU33nYyUZ6lgtLl8/edit

2022 Complete Python Bootcamp From Zero to Hero in Python

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2022 Complete Python Bootcamp From Zero to Hero in Python

1. Course Overview

2. Python Setup

3. Python Object and Data Structure Basics

4. Python Comparison Operators

5. Python Statements

6. Methods and Functions

7. Milestone Project - 1

8. Object Oriented Programming

9. Modules and Packages

10. Errors and Exceptions Handling

11. Milestone Project - 2

12. Python Decorators

13. Python Generators

14. Advanced Python Modules

15. Web Scraping with Python

16. Working with Images with Python

17. Working with PDFs and Spreadsheet CSV Files

18. Emails with Python

19. Final Capstone Python Project

20. Advanced Python Objects and Data Structures

21. Bonus Material - Introduction to GUIs

22. BONUS SECTION THANK YOU!

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