Python Hands-On with 46 Hours, 210 Exercises, 5 Projects, 5 Assignments, 2 Exams

Learn Python Programming From Beginner to Expert Level with Projects, Coding Exercises & Exams

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by Musa Arda

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Instructor

Musa Arda

Lessons

271

Ending In:

access

Lifetime

content

45.0 Hours

enrolled

243

Description

Python Hands-On course will cover Python from Beginner to Expert level. We will start from absolute zero, ‘Hello World!’, and end up with OOP (Object Oriented Programming). This course is an in-depth Python introduction with 46 hours duration, including both theory and practice.

4.3/5 average rating: ★ ★ ★ ★ ★ ★

Access 271 lectures & 45 hours of content 24/7
Learn & Master Programming Fundamentals, Coding Algorithms, &
Computer Science Concepts
Go from Beginner to Expert in Python with a hands-on approach
Do exercises on all fundamental topics of Python with 17 Quizzes & 170
Coding Exercises
Build 5 Real-World projects with Python & do 5 Assignments related to these projects
Take 2 Exams on Python; Midterm & Final Exam with 20 questions each
Learn Python Modules & Packages and how to use them
Build Python applications with Anaconda & PyCharm and master them
Build a GUI application with Tkinter
Learn all Python you need for Machine Learning, Deep Learning, Data
Science & Application Development
Gain solid & profound Python Programming skills needed for a Python career

Instructor

Musa Arda | Senior Software Engineer, Machine Learning Expert

4.6/5 Instructor Rating: ★ ★ ★ ★ ★ ★

Musa Arda has a Bachelor's degree in Industrial Engineering from METU, Turkey, in 2007, and have been working as a Software Engineer for more than 14 years. He uses many programming languages and platforms like; Python, C#, Java, JavaScript, SAP ABAP, SQL, React, Flutter, and more. He built Machine Learning and Deep Learning applications with Tensorflow, Keras, and PyTorch. He has extensive experience and knowledge in Data Science projects, web development (frontend, backend), mobile app development (native, cross-platform), and ERP (SAP, CRM) applications. He created content to share my experience and knowledge with my students.

Important Details

Length of time users can access this course: lifetime
Access options: desktop & mobile
Redemption deadline: redeem your code within 30 days of purchase
Certificate of completion included
Experience level required: all levels
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Requirements

Any device with basic specification

Terms

Unredeemed licenses can be returned for store credit within 30 days of purchase. Once your license is redeemed, all sales are final.

Course Outline

Your First Program
Preview
1- Overview
- Introduction - 3:29
- Contents - 6:42
- Why Python - 4:00
- You and This Course - 2:05
2- Installations
- Notion - 5:20
- Anaconda - 9:14
- Jupyter Lab Password Issue - 2:16
- Jupyter Notebook Basics - 9:19
- Python Virtual Environments - 9:30
- Open Jupyter Lab From Anaconda Prompt - 5:40
3- First Program
- Hello World - 6:47
- Arithmetic Operations - 4:45
- Values and Types - 4:38
- QUIZ - First Program - 2:15
- QUIZ - First Program - Solutions - 9:03
- True/False - First Program
4- Variables
- What is a Variable? - 9:36
- Variable Names - 9:24
- Python Data Types - 11:58
- Python Comments - 12:24
- Numeric Operations - 9:21
- String Operations - 10:01
- Keywords - 5:30
- QUIZ - Variables
- QUIZ - Variables - Solutions - 7:33
5- Functions I
- What is a Function? - 7:42
- Math Functions - 11:27
- Defining Functions - Part 1 - 8:39
- Defining Functions - Part 2 - 13:34
- Parameters (Arguments) - 14:39
- Scope - 10:36
- Return - 5:02
- docstring - 12:04
- QUIZ - Functions I
- QUIZ - Functions I - Solutions - 1 - 13:50
- QUIZ - Functions I - Solutions - 2 - 11:56
6- Project 1 - Functions
- Project - Turtle Module - Part 1 - 12:23
- Project - Turtle Module - Part 2 - 13:57
- Project - Turtle Module - Part 3 - 14:07
- Project - Turtle Module - Part 4 - 13:03
7- Assignment 1 - Functions
- Assignment 1 - Turtle Module
- Assignment 1 - Solutions
8- Conditional Statements
- What is a Conditional Statement? - 15:08
- if - 16:58
- else - 10:35
- elif Part 1 - 11:50
- elif Part 2 - 11:42
- Nested Conditionals - 13:18
- Recursion - 12:34
- QUIZ - Conditional Statements
- QUIZ - Conditionals - Solutions - 1 - 14:27
- QUIZ - Conditionals - Solutions - 2 - 13:31
- QUIZ - Conditionals - Solutions - 3 - 12:46
- QUIZ - Conditionals - Solutions - 4 - 9:25
9- Functions II
- Return Value - 11:04
- Incremental Development - 10:20
- More Compositions - 11:53
- Functions are First-Class Citizens - 6:15
- Unknown Parameters: *args - 7:29
- lambda Function - 7:35
- Functions Returning Functions - 6:32
- Nested Functions - 6:09
- Mutable vs. Immutable - 6:54
- Pass by Value Pass by Reference - 9:54
- QUIZ - Functions II
- QUIZ - Functions II - Solutions - 1 - 11:51
- QUIZ - Functions II - Solutions - 2 - 9:52
- QUIZ - Functions II - Solutions - 3 - 8:36
10- Loops
- While Loop - 18:19
- For Loop - 12:37
- Loop Over Strings with For - 4:57
- len - 4:57
- enumerate - 8:35
- index Example - 6:45
- Nested Loops - 6:20
- break - 7:19
- continue - 5:25
- For-Else - 6:59
- QUIZ - Loops
- QUIZ - Loops - Solutions - 1 - 11:26
- QUIZ - Loops - Solutions - 2 - 9:17
- QUIZ - Loops - Solutions - 3 - 16:12
11- Strings
- What is a String? - 10:45
- String Length - 8:40
- String Slicing - 13:04
- Negative Index - 16:28
- Reverse Slicing - 15:11
- Strings are Immutable - 7:41
- String Methods - 18:54
- in Operator - 8:11
- String Comparison - 7:14
- QUIZ - Strings
- QUIZ - Strings - Solutions - 1 - 10:56
- QUIZ - Strings - Solutions - 2 - 12:39
- QUIZ - Strings - Solutions - 3 - 15:18
12- Project 2 - Words
- Project 2 - Words - Part 1 - 10:27
- Project 2 - Words - Part 2 - 12:03
- Project 2 - Words - Part 3 - 13:37
- Project 2 - Words - Part 4 - 10:21
- Project 2 - Words - Part 5 - 10:29
13- Assignment 2 - Words
- Assignment 2 - Words
- Assignment 2 - Words - Solutions
14- List
- What is a List? - 8:07
- Lists are Mutable - 7:47
- Loop Over a List - 8:59
- List Operations - 6:52
- List Slicing - 6:25
- List Copying and Ids - 6:01
- List Methods - 13:14
- Deleting Elements from a List - 11:08
- List & String - 11:12
- Creating a List with Range Function - 5:38
- Objects and Values - 12:54
- is Statement - 4:30
- Aliasing - 11:52
- enquizlist_p4 - 12:49
- List as Function Argument - 11:40
- Matrix Operations - 13:35
- QUIZ - List
- QUIZ - List - Solutions - 1 - 13:54
- QUIZ - List - Solutions - 2 - 11:19
- QUIZ - List - Solutions - 3 - 13:17
15- Dictionary
- What is a Dictionary? - 8:24
- Creating a Dictionary - 9:51
- Adding Elements to a Dictionary - 10:48
- Deleting Elements from a Dictionary - 7:22
- Read Elements from a Dictionary - 13:28
- Loop Over Dictionary - 16:54
- Reverse Lookup - 8:49
- Dictionary & List - 14:30
- QUIZ - Dictionary
- QUIZ - Dictionary - Solutions - 1 - 10:28
- QUIZ - Dictionary - Solutions - 2 - 11:51
- QUIZ - Dictionary - Solutions - 3 - 14:23
- QUIZ - Dictionary - Solutions - 4 - 7:44
16- Tuple
- Tuple Creation - Part 1 - 12:12
- Tuple Creation - Part 2 - 13:17
- Tuple Assignment - 11:40
- Tuples and Functions - 15:55
- zip() Function - Part 1 - 10:29
- zip() Function - Part 2 - 9:14
- Tuple & Dictionary - Part 1 - 7:38
- Tuple & Dictionary - Part 2 - 10:07
- lambda Function as Key - Part 1 - 8:25
- lambda Function as Key - Part 2 - 9:24
- QUIZ - Tuple
- QUIZ - Tuple - Solutions - 1 - 7:46
- QUIZ - Tuple - Solutions - 2 - 10:05
- QUIZ - Tuple - Solutions - 3 - 9:43
- QUIZ - Tuple - Solutions - 4 - 8:57
- QUIZ - Tuple - Solutions - 5 - 6:03
17- Set
- Set Creation - 8:39
- Set Methods - 13:22
- Set Operations - 10:54
- QUIZ - Set
- QUIZ - Set - Solutions 1 - 9:12
- QUIZ - Set - Solutions 2 - 8:51
- QUIZ - Set - Solutions 3 - 9:25
18- Comprehension
- What is Comprehension? - 14:37
- Nested Comprehensions - 10:16
- Conditional Statements in Comprehension - 13:39
- QUIZ - Comprehension
- QUIZ - Comprehension - Solutions - 1 - 10:14
- QUIZ - Comprehension - Solutions - 2 - 12:04
- QUIZ - Comprehension - Solutions - 3 - 10:58
19- Project 3 - Snake Game
- Snake Game - Part 1 - 13:17
- Snake Game - Part 2 - 10:23
- Snake Game - Part 3 - 8:57
- Snake Game - Part 4 - 15:16
- Snake Game - Part 5 - 17:39
- Snake Game - Part 6 - 12:21
- Snake Game - Part 7 - 11:33
- Snake Game - Part 8 - 15:07
- Snake Game - Part 9 - 3:48
20- Assignment 3 - Snake Game
- Assignment 3 - Snake Game
- Assignment 3 - Snake Game - Solutions
21- MIDTERM
- MIDTERM
22- IDE - PyCharm Basics
- PyCharm Installation - 15:04
- PyCharm Basics - 14:43
- Debugging in PyCharm - 18:50
- Interpreter Configuration - 5:59
- Install Python Base Interpreter - 9:18
23- Exception Handling
- Difference between Exception and Syntax Error - 13:07
- Raise, Assert - Part 1 - 11:29
- Raise, Assert - Part 2 - 13:02
- try-except - Part 1 - 12:31
- try-except - Part 2 - 15:12
- else - 11:18
- finally - 11:48
- QUIZ - Exception Handling - 3:16
- QUIZ - Exception Handling - Solutions - 1 - 15:19
- QUIZ - Exception Handling - Solutions - 2 - 19:10
- QUIZ - Exception Handling - Solutions - 3 - 7:47
- QUIZ - Exception Handling - Solutions - 4 - 9:12
24- Modules & Packages
- Standard Modules - Part 1 - 12:37
- Standard Modules - Part 2 - 13:21
- Writing Our Own Module - 13:23
- How Python Finds Modules? - 13:25
- Packages - 12:51
- QUIZ - Modules & Packages
- QUIZ - Modules & Packages - Solutions - 1 - 7:34
- QUIZ - Modules & Packages - Solutions - 2 - 9:36
- QUIZ - Modules & Packages - Solutions - 3 - 14:10
25- Format Operations
- Format Operator - 15:44
- String.Format - 7:25
- f-Strings - 5:47
- Template Strings - 6:29
- QUIZ - Format Operations
- QUIZ - Format Operations - Solutions - 1 - 8:52
- QUIZ - Format Operations - Solutions - 2 - 11:08
26- File Operations
- Opening a File - Part 1 - 10:32
- Opening a File - Part 2 - 9:15
- Reading and Writing - Part 1 - 13:38
- Reading and Writing - Part 2 - 8:44
- Deleting and Renaming Files - 7:56
- Getting Folder and File List - 12:49
- Creating Folders - 14:07
- Searching Files and Folders - 12:06
- Deleting, Copying and Moving Folders - 10:51
- Reading and Creating Archive (Zip) Files - 10:02
- QUIZ - File Operations
- QUIZ - File Operations - Solutions - 1 - 13:30
- QUIZ - File Operations - Solutions - 2 - 15:02
27- Project 4 - Working with PDF & CSV Files
- CSV Operations - Part 1 - 11:21
- CSV Operations - Part 2 - 10:21
- CSV Operations - Part 3 - 14:05
- PDF Operations - Part 1 - 19:10
- PDF Operations - Part 2 - 14:39
- PDF Operations - Part 3 - 11:41
28- Assignment 4 - Working with PDF & CSV Files
- Assignment 4 - Working with PDF & CSV Files
- Assignment 4 - Working with PDF & CSV Files - Solutions
29- OOP
- OOP Basics - Part 1 - 19:00
- OOP Basics - Part 2 - 15:09
- Introduction to Inheritance - 17:24
- Encapsulation - 20:23
- Polymorphism - 11:31
- Classes and Objects - Part 1 - 14:49
- Classes and Objects - Part 2 - 5:41
- Inheritance - 19:45
- Multiple Inheritance - 18:00
- Method Resolution Order (MRO) - 16:10
- Operator Overloading - 9:25
- QUIZ - OOP
- QUIZ - OOP - Solutions - 1 - 13:35
- QUIZ - OOP - Solutions - 2 - 11:31
- QUIZ - OOP - Solutions - 3 - 15:34
- QUIZ - OOP - Solutions - 4 - 14:20
- QUIZ - OOP - Solutions - 5 - 5:07
30- Final Project - Movie Library with Tkinter
- Tkinter Basics - Introduction - 13:15
- Tkinter Basics - Button, CheckButton - 14:08
- Tkinter Basics - Label, Entry - 7:40
- Tkinter Basics - Frame - 6:45
- Tkinter Basics - Text - 3:38
- Window - 18:03
- Left Frame - Part 1 - 17:10
- Left Frame - Part 2 - 17:19
- Left Frame - Part 3 - 19:41
- Right Frame - 12:32
- Home Page - 20:07
- Movie List - Part 1 - 13:23
- Movie List - Part 2 - 21:31
- Movie List - Part 3 - 21:04
- Movie List - Part 4 - 19:30
- Movie List - Part 5 - 21:17
- Movie List - Part 6 - 17:56
- Movie Detail - Part 1 - 20:37
- Movie Detail - Part 2 - 21:11
31- Final Assignment - Movie Library
- Assignment - Movie Library
- Assignment - Movie Library - Solutions
32- FINAL EXAM
- FINAL EXAM
33- Conclusion
- Conclusion - 2:32

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