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Learn To Develop Your Python Project: Two Projects-Crypto Data Analysis & Amazon Spending Behavior Analysis.

What you will learn

Learn Python Programming

Learn Computer Programming

Data Manipulation Using Pandas: Understand Pandas By Writing a Program that Analyze Your Online Spending Behavior

How to Build a Python Project: Create a Crypto Coin Price Analysis System

Data Visualization: Build Interactive Charts in Python in less than 10 lines

Understand How Computer Program Represent Real World Objects: Python Basic And Advanced Data Types

Build Python Project In Google Colab

Description

In the current tech-efficient world, computer programming knowledge is essential in almost all disciplines. For example, the fields of law, business, education, social service, and medicine are massively using programming languages. As Tim Cook recently tweeted, โ€œCoding is one of the most valuable skills a person can learn โ€ฆโ€ Similar sentiments were expressed by other business leaders.

I have designed this course anticipating the value of computer programming to people in almost all disciplines. In another word, if you are someone who wants to take a computer programming course for the first time, this is the place to begin. Also, if you have taken another programming language but are unfamiliar with Python, in particular, you will find a home while taking this course. By including the example from the real world, I have designed this course to ensure that you will apply the knowledge that you have gained in this course to your field of expertise. In this course, you will find detailed explanations of the way computer program works. In a nutshell, you have landed in a right place to learn to code beneficial in your personal and professional life.


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In this course, you will get an opportunity to work on two projects. First, you will work on analyzing Amazonโ€™s Spending Behavior. Second, you will work on Crypto Data Analysis. By doing both of these projects, you will not just understand Python Syntax. Rather, you will head towards developing your own Python project independently.

Happy Learning and Coding!

English
language

Content

Introduction

Why Programming is For Everybody
About Instructor
What We will do In this Class
Why Python
What Can You Do With Python
Who This Course is For

Setup Python Environment

Ways to Write Python Code
Resources
Colab: Start coding in python with zero setup
PyCharm and Anaconda Setup (Optional)
Python Setup Cheatsheet

Toolbox (Optional)

Github Repo For the Class
Opening Course Notebook

Data Types

Data Types Intro: Understand Via How Computer Store Car Info
Resources
Advanced Data Types: Understand Via Solar System
List: Understand Via Artificial Satellite Launch
List Hands-On: Clean the List Containing Artificial Satellite Launch
List
Dictionary:Understand Via Keplerโ€™s Law of Planetary Motion
Dictionary Hands-On: Clean the Dictionary that Contains Planet’s Distance
Dictionary
String: Do You Know the History of National Anthem
String Hands-On: Do You Know the Last 43 Characters of US National Anthem
String Operation
List Comprehension:
Quiz Python List Comprehension
List Comprehension Hands-On: Lets Find Best Car For You
Data Types Cheat Sheet

Most Important Techniques Before You Dive Deep

Things You Need To Know Before You Start Writing Code
Resources
Hands-On: Things You Need To Know
Important Concept
Cheat Sheet

Condition

If-else: Understand Via Everyday Dilemmaโ€”Is Milk Fresh? Can I Drink It?
Resources
Hands-On: Write a Program that Tell You if Milk in Freeze is Fresh
Condition

Looping

For:Understand Via Grocery Teller Machine
For loop
Resources
While Loop: Write a Code to Find Lost Key
While loop

Functions

Function: Understand Via Creating Moving Average Calculator For Stocks
Function Definition
Resources
Hands-On: Create Emoji Generating Program
Function

Input/OutPut

File I/O: Do You Know Who Was the Richest Person in History?
Resources

Data Manipulation Via Pandas: Analyze Your Amazon Spending Behavior

Pandas: Can You Not Love Pandas
Resources
Understanding the Data: Download Your Order History from Amazon.com and Review
Pandas Quiz1
Data Cleaning: Remove Nulls, Correct Data Types, Normalize
Pandas: Data Cleaning
Data Analysis: Analyze where you spend most
Pandas: Statistical Analysis
Analyze Your Spending Behavior Via Interactive Charts
Pandas: dashboard

Project, Where all Things Come Together: Analyze Crypto Market

What We are Going to Do
Resources
Data Analysis Single Coin
Analyze Multiple Coins
Review and Understand Data
Data Processing: Write Function to Calculate Investment Over Time
Dynamic Dashboard to Identify Investment Over Time
Dynamic Dashboard to Identify Investment at a Specific Point