Python Programming Course Packed With 15 Applications
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Learn the programming fundamentals with Python 3 ! Python for beginners Complete Python Bootcamp! Rise from a beginner to an advanced level programmer in no time ⌚! This specialized course is truly meant to make you an advanced level programmer !
Whether you become a Python developer, Full Stack Web Developer or Data Scientist – this course will help you in every way and we will do the same by not just learning but mastering the skills as well! And to the same we will create 15+ applications with python like:
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Dice Roller : Python GUI application with tkinter to generate random dice outputs
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Total Seconds & Days Counter : Another GUI Python application which will calculate how much days and seconds one has lived
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Length Converter : Interchange length units like Foot, Meters & Inch with Python programming through a Python GUI application
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Image to Icon Converter : Convert .png, .jpg, .jpeg, etc. images into icons with python gui programming
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Random element selector : Pass a certain number of choices like blue dress or red dress and get a decision picked
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Data Analysis : Analyze data with numpy and pandas library
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Data Visualization : Plot different visuals of data like bar charts, pie charts, graphs, area plots, etc. with matplotlib
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Trees Survey Report : Generate a survey report with data science
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User Credentials Data : Manage the credentials of users like first name, last name, email, etc.
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Sales Data Report : Analyze the sales report in a week with Python Data Analysis
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eBook Store : Become an full stack developer with django 3 and create an ecommerce website development with html, css & bootstrap
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Weight Predictor : Create a machine learning python model to predict the age of a person if his height is known
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Rainy or Clear Weather : Predict whether it will rain or not by passing some parameters to classification model
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Flavor Predictor : Find out what flavor does a person like if age & gender is known with machine learning
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Rating Bot : Create a natural language processing model to rate comments & reviews automatically
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Face Recognizer : Perform human face recognition with Computer Vision and opencv
But before jumping into creating the above applications we need to learn how to create them i.e. learning the basics of python programming. But just learning through video lessons isn’t enough so after each lesson you need to perform coding exercises, complete tests and take quizzes to master them as well.
Starting with the basics, we will learn from short video lessons to grasp information without turning it to boredom. Then you’ll take quizzes to test your knowledge and then perform coding exercise to practically apply your skills. There are over 100 exercise throughout this course in the form of video lessons, coding exercises, tests, quizzes, assignments and workbooks. After each level i.e. beginner or intermediate level you’d have to take a test to pass that level.
After creating the strong base, we will apply what we have learned and the best way to do so is to build applications! That’s why we will perform the followings:
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Python GUI
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Data Science
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Full Stack Web Development with Django
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Machine Learning
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Artificial Intelligence
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Natural Language Processing
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Computer Vision
I’m very excited to lead you into the world of programming with python and make you successful whether it ‘s as a Python Developer, GUI Application Developer, Data Scientist, Machine Learning Researcher or AI Researcher; you’ll be able to run in any field without hesitation!
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Data Types in PythonIn this lesson you'll learn about :
What are data types?
What are the data types in Python?
Python Keywords
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Variables
In this lesson you'll learn about :
What are variables?
How to create variables?
Different type of variables
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Data Types QuizReview the lesson if you're not confident else, go ahead!
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8
Variable Names
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9
Variables Quiz
Take this quick quiz to check what you've learn't!
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10
Assigning values to variables
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11
Python Strings
In this lesson you'll learn about :
What are strings?
How to create strings?
How to use the escape character
What are the backlash codes?
How to create multi-line strings?
What is string concatenation?
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12
Python Strings
Check your knowledge about strings!
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13
Strings
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14
Extracting values from strings : Strings Slicing & Indicing
In this lesson you'll learn about :
How to extract characters from a string?
What is Slicing & Indicing?
Indexing
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15
Strings Slicing and indicing
Check what you've learn't!
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String Slicing
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17
String Built-in Functions
In this lesson you'll learn about :
What are string built-in functions?
How to use these functions?
String operations
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18
String built-in functions
Test what you've learnt!
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String built-in functions
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20
Numbers in Python
In this lesson you'll learn about :
What are different types of numbers in python?
What are integers?
What are floats?
What are complex numbers?
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21
Numbers in Python
Test what you've learn't!
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22
Numeric Functions
In this lesson you'll learn about :
Basic operations with numbers in python
Mathematical functions with numbers
Built-in Functions for numbers in Python
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Numeric Functions
Test what you've learn't!
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Numbers in Python
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28
Python Lists
Test what you've learn't!
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29
Python Lists
In this lesson you'll learn about :
What are Python Lists?
How to create Lists?
Lists Properties
List elements
How to extract a list element?
How to extract a sub-list?
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30
Unpacking lists
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31
List Built-in Functions
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List Built-in Functions
Test what you've learn't!
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List Built-in Functions
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Python Tuples
In this lesson you'll learn about :
What are tuples?
How to create tuples?
Tuple properties
Accessing tuple elements
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Python Tuples
Test what you've learn't!
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Tuples
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Tuple Operations and Tuple Built-in Funcitons
In this lesson you'll learn about :
What are tuple built-in functions?
How to perform these functions?
Basic operations with tuples
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38
Tuple Operations and Tuple Built-in Funcitons
Test what you've learnt!
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Tuple Operations
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40
Pythons Sets
In this lesson you'll learn about :
What are sets?
How to create sets?
Sets properties
Sets elements
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41
Python Sets
Test what you've learnt!
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Sets
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Sets Built-in Functions
In this lesson you'll learn about :
What are sets built-in functions?
How to use these functions?
Basis set operations
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Sets Built-in Functions
Test what you've learn't!
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Sets Built-in Functions
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Mathematical Sets Operations
In this lesson you'll learn about :
What are mathematical set operations?
How to perform union on sets?
How to perform intersection on sets?
How to perform difference on sets?
How to perform symmetric difference on sets?
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Mathematical Sets Operations
Test what you've learnt!
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Sets Mathematical Operations
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49
Python Dictionaries
In this lesson you'll learn about :
What are dictionaries?
What are key-value pairs?
How to create dictionaries?
How to create dictionaries with tuples as keys?
Accessing key-value pairs
Accessing values in a dictionary
Accessing keys in a dictionary
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50
Python Dictionaries
Test what you've learnt!
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Dictionaries
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52
Dictionary Built-in Functions
In this lesson you'll learn about :
What are dictionary built-in functions?
How to perform dictionary functions?
Basic operations with dictionaries
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53
Dictionary Built-in Functions
Test what you've learnt!
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Dictionary Built-in Functions
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Decision Control using if statements
What you'll learn in this lesson :
Decision control in Python
What are if statements?
How to write if statements?
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Creating conditions using or & and keywords
What you'll learn in this lesson :
How to use or keyword?
How to use and keyword?
Creating conditions
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elif statements
What you'll learn in this lesson :
What are elif statements?
How to write elif statements?
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else statements
What you'll learn in this lesson :
What are else statements?
How to else statements?
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Decision control with strings and lists
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if statements
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If statements Exercise - 1
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If statements Exercise - 2
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If statements Exercise - 3
