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Data Analysis Hands-On Projects With Python | 15+ Projects

Work On 15+ Data Analysis PROJECTS To Help You Master The Concept Of Data Analysis With Python

4.71 (7 reviews)

Students

15.5 hours

Content

Jul 2021

Last Update
Regular Price


What you will learn

Build PROJECTS And PORTFOLIO With Python

Master Data Analysis With Python

Have A Solid Python Background For Your Career.

Learn To Use Robust Python Libraries And Frameworks Like: NumPy, Pandas, Scikit-Learn, etc.

Be Able To Use Python For Data Analysis

Be Able To Use Python For Business Analysis

Be Able To Use Python For Data Science And Machine Learning

Learn Modern Web Scraping Frameworks like Selenium, Scrapy, Beautiful Soup, Request, Web drivers, etc

Become an Industry-Level Ready Data Analyst!!

Crack Python And Data Analysis Interview Questions With Hands-On Experience.


Description

  • Interested in the field of Data Analysis or Data Science and Machine Learning?

  • Interested in Building Data Analysis Projects and showcase in your portfolio?

  • Interested in learning it the practical way?

  • Do you want to learn how to build a Data Analyst portfolio from scratch and from templates?

  • Do you want to be confident in using python to clean, process and manipulate data?

Then this course is for you!!


Welcome to the Data Analysis projects mastery.

In this project mastery, we have only one objective. That is to really understand the concept of data analysis using python by practicing through real world projects.

These projects arre carefully curated to make sure that you master each and every aspect of Data Analysis using Python.

So if you are interested in mastering Python to become a data analyst, data scientist, business analyst, machine learning engineer Ai engineer, Big data professional etc, then you are at the right place.

The projects in this mastery are real world projects that we work on with our clients and we have included them in this course so that you have a hands-on experience with working with real world data.

Throughout this project mastery, I will walk you through step by step each and every line of code for you to understand what am doing and why am doing that.

I will first do it for you to see how it is done then you will also have assignments, exercises and projects to practice on your own.

There is also going to be a final capstone project that you can include in your portfolio.

There is also going to be a bonus session for you where you learn how to create a stunning portfolio that will showcase your experience working with real world projects and how you can easily catch the eyes of recruiters to get hired.

This is a beginner to advance projects mastery and you can easily get started with little basics of python.

There is going to be a lot of exercises, assignments and projects and there is a lot of fun as well.

If you really want to understand the concept of Data Analysis and using Python to work with real world data, then there is no better way than to gain a hands-on experience and that is what we are going to do in this course so let’s get started.



This course has been practically and carefully designed by industry experts to offer the best way of learning Data Analysis the practical way with hands-on projects and Assignments throughout the course.

This course will help you learn complex Data Cleaning, Data Munching and Exploratory Data Analysis concepts the practical way for easier understanding.

We will walk you through step-by-step on each topic explaining each line of code for your understanding.

There is going to be a lot of fun, excited, and robust projects to better understand each concept under each topic.


This course aims to help beginners, as well as intermediate data analysis, business analysis and data science enthusiasts, learn both the concepts while practicing on the projects to gain a better understanding of the course.


Screenshots

Data Analysis Hands-On Projects With Python | 15+ Projects
Data Analysis Hands-On Projects With Python | 15+ Projects
Data Analysis Hands-On Projects With Python | 15+ Projects
Data Analysis Hands-On Projects With Python | 15+ Projects

Content

BEGINNER LEVEL

Introduction

PROJECT 1: WhatsApp Data Analysis With Python

Introduction

Loading and Preparing Dataset

Checking Overall Frequency Of Messaging

Analysis Of Most Active Days Of Messaging

Analysis Of Most Active User

Analysis Of Ghost And Inactive Users

Analysis Of Most Sent Media

Analysis Of Most Active Hours

Analysis Of Most Active Days

Analysis Of Most Active Months

Build WordCloud For Frequent Words

Build WordCloud For Most Active Users

PROJECT 2: Uber Trips Analysis using Python

Introduction

Uber: Loading Dataset and Preparation

Uber: Analysis Of Categories Of Trips

Uber: Analysis Of Length Of Trips

Uber: Analysis Of Hot Hour Of Trips

Uber: Analysis Of Purpose Of Trips

Uber: Analysis Of Day With Highest Number Of Trips

Uber: Analysis Of Number Of Trips Per Day

Uber: Analysis Of Number Of In The Month

Uber: Analysis Of Starting Point Of Trips

PROJECT 3: Google Search Analysis with Python

Introduction

Import & Initialise Data

Analysis Of Countries Where Keyword Is Most Searched

Analysis Of Interest Overtime

Analysis Of Historical Interest Overtime

PROJECT 4: Time Series with python

Introduction

Sourcing Our Data

Loading And Cleaning Data

Analysis Of Trends Of Keywords Overtime

Analysis Of Seasonal Patterns Of Keywords Overtime

PROJECT 5: Financial Budget Analysis with Python

Introduction

Loading And Cleaning Data

Which Ministry Has The Highest Budget

Analysis Of Top 10 Ministry With The Highest Budget

Analysis Of Last 10 Ministry With The Highest Budget

Budget Analysis With Pie Chart

PROJECT 6: Healthcare Data Analysis with Python

Introduction

Overview

Summary Of Dataset

Analysis Of Distribution Of Gender

Analysis Of Distribution Of Age

Analysis Of Most Common Surgery Type

Analysis Of Average Claim Amount

Analysis Of Group Summary Statistics

Summary Statistics For Hospital

Analysis Of Most Common Surgery Type

Time Series Analysis

Analysis Of Patients Age Overtime

INTERMEDIATE LEVEL

Introduction

PROJECT 7: Best MOVIE Streaming Service Analysis with Python

Best MOVIE Streaming Service Introduction

Loading And Cleaning Data

Analysis Of Number Of Movies For Each Age Group

Top 10 Languages

Analysis Of Number Of Movies In Specific Age Group: All Service

NETFLIX: Analysis Of Number Of Movies In Specific Age Group

AMAZON PRIME: Analysis Of Number Of Movies In Specific Age Group

DISNEY: Number Of Movies In Specific Age Group

HULU: Analysis Of Number Of Movies In Specific Age Group

Analysis Of Rotten Tomatoes Ratings For All Movie

Rotten Tomatoes Ratings For Each Movie

Analysis Of IMDb Ratings For Movies

Analysis Of Count Of Runtimes For Movies

Directors And Their Movie Count

Exploring Genres

Top Movies On NETFLIX

Analysis Of Top Movies On AMAZOM PRIME

Analysis Of Top Movies On DISNEY

Analysis Of Top Movies On HULU

PROJECT 8: Competitive Analysis And Visualisation Of Covid19

Competitive Analysis And Visualisation Of Covid19 Introduction

Loading And Cleaning Dataset

Analysis Of Global Statistics

Creating Readable Numbers With Generic Function

Analysis Of Confirmed Cases Around The Global

Building Treemap For Affected Countries

Analysis And Visualisation By Country: Code Walkthrough

Analysis Of Confirmed Cases In The USA

Analysis Of Confirmed Cases In CHINA

Analysis Of Confirmed Cases In The UK

Analysis Of Confirmed Cases In INDIA

Analysis Of Confirmed Cases In ITALY

Analysis Of Most Affected Countries

PROJECT 9: Covid-19 Vaccination Analysis with Python

Covid-19 Vaccination Analysis Introduction

Loading Our Dataset

Data Cleaning And Preprocessing

Feature Creation

Visualisation Code Walkthrough

Visualisation Insights: Total 20 Countries Vaccinated

Visualisation Insights: Percentage Of Top Vaccinated Countries

Visualisation Insights: Analysis Of Positive Cases

Visualisation Insights: Analysis Of Serious or Critical Cases

Visualisation Insights: Death Rate Around The Globe

Active Cases Vs Cures Vs Deaths

Visualisation Insights: Active Cases Vs Cures Vs Deaths

Visualisation Insights: Choropleth Plot Of Active Cases

Visualisation Insights: Vaccines In Use Around The World

Visualisation Insights: Vaccine Preferences By Country

Visualisation Insights: Vaccinations Overtime

Visualisation Insights: Top Countries By Total Vaccinations

Visualisation Insights: Vaccine Vs Active Cases

Visualisation Insights: Cumulative Stats Of Disease Vs Vaccine

Visualisation Insights: Cumulative Vaccine Breakdown

ADVANCED LEVEL PROJECTS

Introduction

PROJECT 10: Automate Spotify with Python

Automate Spotify with Python

PROJECT 11: Job Board Data Web Scraping Automation With Python

Job Board Data Web Scraping Automation Introduction

Problem Statement & Dataset Discription

Demystify The Structure Of URLs

Forming The Structure Of Webpage URLs

Formulating Generic Webpage URLs

Creating A DataFrame For Scraped Data

Creating A Generic Auto Web Scraper

PROJECT 12: Book Store Web Scraping Automation With Python

Book Store Web Scraping With Python

PART 2: Book Store Web Scrapping

PART 3: BookStore Web Scrapping

PART 4: BookStore Web Scrapping

PROJECT 13: Amazon-E-comm Web Scrapping Automation With Python

Introduction To Amazon Web Scrapper

PART 1: Building Amazon Auto Scraper

PART 2: Building Amazon Auto Scraper

PROJECT 14: BUILDING A DATA ANALYST PORTFOLIO

Portfolio Introduction

Tips & Tricks For Creating Stunning Portfolio

Setting Up Environment For Creating Portfolio

Creating Portfolio From Scratch

Hosting Your Portfolio On Github Pages

Editing Your Portfolio Image

Building Your Portfolio With Already Made Templates: NO CODING REQUIRED

Building Your Portfolio With Already Made Templates: NO CODING REQUIRED 2

PROJECT 15: FINAL CAPSTONE PROJECT


4109416

Udemy ID

6/8/2021

Course created date

7/8/2021

Course Indexed date
ANUBHAVJAIN
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