Python for Data Analysis with Practical Projects

سرفصل های دوره

Learn Data Analysis with Projects in Python using Seaborn,Pandas,Plotly, Numpy and become expert Data Analyst

1. Introduction

1. Overview

2. Installation of Anaconda Navigator

2. Project 1 - Data Analisys for Uber

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1. Collect Data for Analysis

2. Data preparation

3. Analysing Trips of Uber

4. Analysing Monthly rides

5. Analysing demand of Ubers

6. Performing Cross Analysis

7. Perform Spatial Analysis on Demand of Uber

8. Analysing Uber Pickups in Each month

9. Analysing Rush in New York City

10. Perform In-Depth Analysis of Uber Base Number

3. Project 2 - Hotel Booking

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1. Preparing Data for Analysis

2. Perform Spatial Analysis on Guests Home-Town

3. Hotel price variation during the year

4. Analysing preference of Guests

5. Analysing Brelationship between Special requests and cancellation

6. Analysing most busy month

7. Analysing more about Customers

8. Analysing more about Data

4. Project 3 - Data Analysis for Amazon Customers

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1. Reading Data from SQLite Database

2. Perform Sentment Analysis on Data

3. How Amazon recommend product

4. Analysing Feedback given by Customers

5. Preparing Data for Analysis

6. Analysing Behaviour of Customers

5. Project 4 - Data Analysis for Covid-19

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1. Prepare your Data for the Analysis

2. Analysing Total cases, Deaths, Recovered & active cases

3. Perform EDA on Data

4. Analysing those countries that gets badly affected by Corona

5. Perform In-depth Analysis on Data

6. Automate Your Analysis

6. Project 5 - Finance Data Analysis

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1. Perform descriptive Analysis on Data

2. Understanding Data Pre-processing

3. Analysing Education Satus of Costumers

4. Analysing Account holder distribution

5. Automate your Analysis

6. Analyse Customer Behaviour on the basis of several attributes

7. Perform Hypothesis on Data

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تولید کننده: Udemy