February 11, 2023

Python Tutorials Content

PYthon Tutorials Course Outline

Python in 10 Days!

 

Python – Introduction

This is Introduction to Python Programming. It is also a high-level, object-oriented programming language. Python is also a general-purpose, interpreted ...
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Python – Installation and Setup

Here, we are going to cover how to set up Python Installation in Windows and Mac. Introduction Setting the PATH ...
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Python – Basic Syntax

The syntax of the Python Programming Language is fairly easy to learn and you can easily follow. In this lesson, ...
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Python – Data Types

The Python programming language provides a set of data types that can be used to define a variable. Memory is ...
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Python – Operators

Just as you know, operators are symbols used to perform various operations and get results. In programming terms we say ...
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Python – Conditional Statements

Conditional statements allows you to make decisions on what part of your program would execute based on certain criteria.The criteria ...
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Python – Loops

We would cover Python Loops in this lesson. A loop in programming is a piece of code or block of ...
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Python – Basic Math & Numbers

First of all, you need to know that Math and Numbers in Python is quite easy to follow. This is ...
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Python – Strings

We would cover strings under the following topics: Introduction Accessing String Values Escape Characters Special String Operators Formatting a String ...
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Python – Lists

We would cover Python Lists under the following: Introduction to Python List Creating a List Accessing List values Modifying a ...
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Python – Tuples

Similar to Lists, a Tuple is a sequence of objects. However, the difference is that tuples are immutable. This means ...
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Python – Dictionary

In this lesson you will learn how to use Python Dictionary. We would cover the following topics. Introduction to Python ...
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Python – Date and Time

We would cover date and time data type in Python. Then we learn how to convert date and time data ...
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Python – Functions

A function is a block of code that is executed as a unit. While there are many inbuilt functions in ...
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Python – Anonymous Functions

We would cover anonymous functions. These are functions that you create without the def keyword. You declare then using the ...
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Python – Modules

A module in Python is a container for codes. So you can defined functions, classes and variables inside a module ...
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Python – Files & IO

This lesson covers reading and writing to files. However, we would first review reading from keyboard and writing to the ...
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Python – File Operations

In this lesson we are going to learn different file operations such as how to rename and delete a file ...
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Python – Exception Handling – 1

To be a good programmer, you must know how to handle exceptions. Python provide two features to help you handle ...
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Python – Map, Filter, Reduce

You can perform some kind of data analytics on sets of data in Python. This is made possible by certain ...
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Python – Date and Time 2

In this lesson, you will learn how to work with Date, Time and DateTime classes in Python. Also we would ...
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Python – Object Oriented Programming

In this chapter, we are going to use Object Oriented Programming(OOP) features of Python. You will become an expert in ...
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Python – Sending SMTP Email

In this chapter, I will teach you how to use Python to send emails. So we would write a simple ...
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Introduction to Python Programming
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Python Installation and Setup
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Basic Python Syntax
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Data Types in Python
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Python Operators
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Conditional Statements
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Loops in Python
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Basic Math and Numbers
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Strings
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Lists
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Tuples
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Dictionary
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Date and Time – 1
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Date and Time – 2
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Functions in Python
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Anonymous Functions(Lambda Expressions)
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Modules
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Files and IO
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File OperationsTextVideo
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Exception and Error Handling
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Map, Filter and Reduce
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Object Oriented Programming
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Python Quiz – Quiz
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I recommend you also follow the Machine Learning 101 Course bases on Python.
Machine Learning 101, Lecture 1: https://www.kindsonthegenius.com/2019…

Lecture 1 – Introduction to Machine Learning 101 Course: https://lnkd.in/dA9AMhR
Lecture 2 – Machine Learning Overview & Some Basic Terms: – https://lnkd.in/etaqdy5
Lecture 3 – Classes of Machine Learning Problems: https://lnkd.in/dbYidEm
Lecture 4 – Simple Linear Regression Problem: https://lnkd.in/dZe28Ji
Lecture 4a – The 3 Fundamental Theories of Machine Learning
Lecture 5 – Equation of a Regression Line: https://youtu.be/O0PNXhipbf4
Lecture 6 – Polynomial Curve Fitting: https://bit.ly/2Po1hQT
Lecture 7 – Underfitting & Overfitting – https://bit.ly/2W5jkxQ
Lecture 7a – Underfitting & Overfitting Python Demo – https://bit.ly/2Zmn1ky
Lecture 8 – Introduction to Probability Theory – https://bit.ly/2Zu4MtD
Lecture 9 – Laws of Probability – https://bit.ly/2XGVx7H
Lecture 9a – Bayes’ Theorem – https://bit.ly/2DuIKO2
Lecture 10 – Application of Bayes’ Theorem: https://bit.ly/2GCeHpJ
Lecture 10a – Prior and Posterior Probability: https://bit.ly/2W8BKOh
Lecture 11 – What is Probability Density: https://bit.ly/2ZvSAIU
Lecture 12 – Bias/Variance Trade-off: https://bit.ly/2ZutnOT

For all lessons, visit my site: https://www.kindsonthegenius.com

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Machine Learning 101 Course