Introduction

Introduction
Your Python Success Starts Here!! Wipeboard Overview Of Your Learning Journey
Introduce Yourself To Your Fellow Students And Tell Everyone What Are Your Goals
Let's Celebrate Your Progress In This Course: 25% > 50% > 75% > 100%!!
Preview The 177 Page Python Downloadable PDF Workbook You Get With This Course

Introduction to Coding In Python & Features of Python

Know Your instructor
Why do we need coding?
Learn Python: Course contents and learning objectives
Importance and Technical Description of Python
Python as an Interpreted Language
Uses of Python and why it is easy to learn
What is Jupyter and how is it related to Python?

How to Install Anaconda

Installing and launching Jupyter and Python
Simple Python Project: Print Variables and String using the Print function
Use of Length function, arrays, float data type and how to solve kernel error

Variables & Assigning Values

Difference between Python 2. x and Python 3. x and which one is best to use
Concept of concatenation and assigning values to variables

Knowledge Check 1

Test your knowledge

Basic of Python and Comparison Operators

Basic of Python and Comparison Operators

Knowledge Check 2

Test your knowledge

Comparison Operators

Types of Reserved Words and Use of Special Literals
What are Identifiers and how to write a program to take user inputs

Knowledge Check 3

Test your knowledge

Loops & Iterations

Loops and Iterations: FOR Loop
How to print Strings and Integers using FOR Loop
IF statements and how to use IF statements in Python
While Loop and how to use the while loop in Python
How to use Break,Continue, and Pass statements
Types of Range Functions in Python

Knowledge Check 4

Test your knowledge
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String Operations

Example of Pass statement in Python
String Operations: How to do iterations through String
String Operations: How to split and subtract String
Activity: Split the Even and Odd Elements into two different lists

Knowledge Check 5

Test your knowledge

Lists & Dictionaries

Difference between Lists and Dictionaries in Python
Example of Lists in Python
Example of Dictionaries in Python
Mini-project related to List and Concatenation in Python

Knowledge Check 6

Test your knowledge

Functions in Python

What are Functions and Why do we need them
Working of Functions in Python
Types and Examples of Functions in Python
User-Defined and Built-in Functions in Python
How to use Built-In Functions in Programs in Python
Anonymous Functions and how to use them in a program

Knowledge Check 7

Test your knowledge

Classes and Object Oriented Programming

What is a Class, its properties and why we use it
Create a Simple Class in Python
Init Method and its use in a Class in Python
What are Instance Variables and Class Variables in Python
What are Hidden Variables and their uses
How to print Object Information in a Class in Python
Concept of Inheritance in Python with examples
Types of Inheritance in Python
Single Inheritance in Python with example
Multiple Inheritance in Python with example
Multilevel Inheritance in Python with example
What is Super Function and how it is used in Python Inheritance
Override Method in Python Inheritance with example

Knowledge Check 8

Test your knowledge

Exception Handling

What is Exception Handling in Python and how to handle Errors
Code Example of Exception Handling in Python
Handle Exceptions using multiple except blocks or one except block in code
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Knowledge Check 9

Test your knowledge

Coding Quiz 1

Test your knowledge

Recap(Before Data Pre processing)

Recap of Python Programming(data types,variables,classes,functions,inheritance)
What is Data Pre-Processing

Data Preprocessing

Data Pre-Processing, Data Mining, and Types of Data
Importing Libraries for Data Processing in Python
Importing the Dataset, Dependent, and Independent Variables
Handling the Missing Values in the Dataset for Data Processing with Code Example
Encoding Categorical Data in Data Processing and what is Hot Encoding
Label Encoding in Data Processing with Code Example
Normalizing the Dataset for Data Processing in Python
Splitting the Dataset For Data Processing in Python

Knowledge Check 10

Test your knowledge

NumPy & Pandas

What is Numpy and NumPy ndarray
Program for Checking Dimension and Shape of Array in Python
What is Pandas Series in Python
Creating a Pandas Series in Python with code example
Explanation of Pandas Rank with code example

Knowledge Check 11

Test your knowledge

Data Visualisation

What is Data Visualization and how it can be achieved in Python
How Data Visualization is used and Plotting Libraries in Python
Histogram in Python and Grouping in Categorical data

Knowledge Check 12

Test your knowledge

Tuples

What are Tuples in Python
Creating Tuples in Python with code example
How to index elements inside Tuples
Slicing, Comparison, and Operations on Tuples
Concatenation, Iteration, and Repetition of Tuples in Python
Functions of Tuples in Python

Knowledge Check 13

Test your knowledge

Frozen Set

Frozen Set Operations
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Knowledge Check 14

Test your knowledge

Regular Expressions

What are Regular Expressions in Python
Modules of Python to work with Regular Expressions
Program to Extract Numbers from String Using Regular Expression Functions
Program to remove all White spaces Using Regular Expressions Functions

Knowledge Check 15

Knowledge Check 15

Coding Quiz 2

Test your knowledge

Python Student Coding Project - How To Make A Chatbot

Project Chatbot-Types of Chatbot
Project Chatbot-What are Recognizable Patterns,Reflections in chatbots
Project Chatbot-Code of Chatbot in Python

Python Student Coding Project #1 - File Handling

Project-1:How to Handle Files in Python
Project-1:Python File Handling Operations
Project-1:Code Project 1 in Python

Python Student Coding Project #2 - Geometric Figures Calculator

Project-2:Geometric Figure Calculator Project Explanation
Project-2:Geometric Figure Calculator Project Code

Python Student Coding Project #3 - Image to Pencil Sketch

Project-3:Image to Pencil Sketch Project Explanation
Project-3:Image to Pencil Sketch Project Code

Python Student Coding Project #4 - Text to Speech Conversion in Python

Project-4:Text to Speech Conversion Project Explanation
Project-4:Text to Speech Conversion Project Code in Python

Python Student Coding Project #5 - YouTube Video Downloader

Project 5:Introduction to Coding in Python_You Tube Video Downloader

Python Student Coding Project #6 - Automatic Password Generator

Project-6:Automatic Password Generator Project Explanation
Project-6:Automatic Password Generator Project Code

Python Student Coding Project #7 - Password Verification & Validation

Project 7:Introduction to Coding in Python_Verification & Validation of Password

Python Student Coding Project #8 - Countdown Timer

Project 8:Introduction to Coding in Python_Countdown Timer

Python Student Coding Project #9 - Fizz Buzz Game

Project 9:Introduction to Coding in Python_Fizz Buzz game

Python Student Coding Project #10 - Fidget Spinner

Project-10:Fidget Spinner Project Explanation
Project-10:Fidget Spinner Project Code

Python Student Coding Project #11 - Payroll Calculator

Project 11:Introduction to Coding in Python_Payroll Calculator

Python Student Coding Project #12 - Titanic Dataset

Project-12:Titanic Dataset Project Explanation
Project-12:Importing Dataset For titanic project
Project-12:Titanic Dataset Project Code in Python

Python Student Coding Project #13 - Face Detection

Project 13:Introduction to Coding in Python_Face Detection

You've FINISHED! Remember To Post Your Certificate on LInkedin With #peteralkema

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Additional Data Science Insights: Lessons From A Live Webinar Interview

Introduction of the guest speaker
Perspective on other courses as one on data science and other courses
Basic level of understanding about machines
Pairing with physics and statistical major is good foundation for data science
Having an overview on machine learning and the course
Statistics on data science
Learn how could data science be part on marketing
Which do you find more comfortable for automation, Phython or UiPath
Thoughts and overview on the Python course
Can data science help predict the stock price?
Can phyton be used to sort through the data
How does statistics relate to data science and it is used in business
Game theory that are involved, and its application to the field of data science
Education and games thoughts on the course
Full 1 Hour Live Data Science Webinar With Terence Govender from Regenesys

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Python For Beginners: Learn Python & Practice Your Python

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The syllabus

Introduction

Introduction to Coding In Python & Features of Python

How to Install Anaconda

Variables & Assigning Values

Knowledge Check 1

Basic of Python and Comparison Operators

Knowledge Check 2

Comparison Operators

Knowledge Check 3

Loops & Iterations

Knowledge Check 4

String Operations

Knowledge Check 5

Lists & Dictionaries

Knowledge Check 6

Functions in Python

Knowledge Check 7

Classes and Object Oriented Programming

Knowledge Check 8

Exception Handling

Knowledge Check 9

Coding Quiz 1

Recap(Before Data Pre processing)

Data Preprocessing

Knowledge Check 10

NumPy & Pandas

Knowledge Check 11

Data Visualisation

Knowledge Check 12

Tuples

Knowledge Check 13

Frozen Set

Knowledge Check 14

Regular Expressions

Knowledge Check 15

Coding Quiz 2

Python Student Coding Project - How To Make A Chatbot

Python Student Coding Project #1 - File Handling

Python Student Coding Project #2 - Geometric Figures Calculator

Python Student Coding Project #3 - Image to Pencil Sketch

Python Student Coding Project #4 - Text to Speech Conversion in Python

Python Student Coding Project #5 - YouTube Video Downloader

Python Student Coding Project #6 - Automatic Password Generator

Python Student Coding Project #7 - Password Verification & Validation

Python Student Coding Project #8 - Countdown Timer

Python Student Coding Project #9 - Fizz Buzz Game

Python Student Coding Project #10 - Fidget Spinner

Python Student Coding Project #11 - Payroll Calculator

Python Student Coding Project #12 - Titanic Dataset

Python Student Coding Project #13 - Face Detection

You've FINISHED! Remember To Post Your Certificate on LInkedin With #peteralkema

Additional Data Science Insights: Lessons From A Live Webinar Interview

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