All in One Offer! | Access Unlimited Courses in any category starting at just $29. Signup today. Offer Ends in: 6 Days!

Browse Library

Get Unlimited Learning Access
$29
6 days left at this price!
30-Day Money-Back Guarantee

It Includes

  • Get Full Access to the platform
  • Access to 16000+ online courses
  • Play & Pause Course Viewing
  • Attend weekly live webinar
  • High Quality Recorded Lectures
  • Learn Online from Mobile/PC/Tablet
  • Assignments & Projects
  • Online iLab Access
  • Certificate of Completion
  • Download for offline viewing
  • Cancel Anytime
$29
  • Data Extraction
  • Data Cleaning
  • Data Analysis
  • Pandas

3 Main Topics will be covered:

1) Data Extraction/ Web Scraping

2) Data Cleaning

3) Data Analysis

 

We start with the extraction of Real Estate Data from 10 different cities/states. Once we have collected all the necessary data, the datasets will be merged to one dataset. Then the cleaning process with the Pandas Library will start. The goal is to make the data database readable and modifying/ manipulating the data. Once our data is cleaned, we start with the Data Analysis part. That means we will answer 10 different questions, based on our extracted and cleaned dataset. To be able to answer the 10 questions, we make use of the Pandas Dataframe, PostgreSQL and Matplotlib. You will get to know different approaches to how answer real life questions based your own created dataset.

After this course you will have the knowledge and the experience to scrape your own data and create your own dataset. After the datasets is created, we will clean the data and finally focus on the data analysis.

With the help of the course resources you will always have documents you can refer to. If you have a question or if a concept just does not make sense to you, you can ask your questions anytime inside the Q&A - Forum. Either the instructor or other students will answer your question. Thanks to the community you will never have the feeling to learn alone by yourself.

 

What you’ll learn

  • Web Scraping

  • Pandas

  • Beautiful Soup

  • Data Extraction

  • Web Scraping for Data Science

  • Data Mining

  • Data Scraping & Data Cleaning

  • Data Analysis

  • PostgreSQL

Are there any course requirements or prerequisites?

  • Basic understanding of Python Programming

  • Basic understanding of Beautiful Soup

Who this course is for:

  • Everybody who is interested in Web Scraping (Create own dataset), Data Cleaning & Data Analysis

  • Professionals who want to create their own dataset without being dependent on some else

What you’ll learn

  • Data Extraction
  • Data Cleaning
  • Data Analysis
  • Pandas
  • PostgreSQL

Are there any course requirements or prerequisites?

  • Basics of Python Programming
  • Basics of Beautiful Soup

Who this course is for:

  • Data Scientists
  • Data Analysts
  • People who want to create their own dataset, clean the data and analyze the data
  • Answer questions with Pandas, PostgreSQL, Matplotlib

  • Basic understanding of Python Programming
  • Basic understanding of Beautiful Soup
  • Data Scientists
  • Data Analysts
  • People who want to create their own dataset, clean the data and analyze the data
  • Answer questions with Pandas, PostgreSQL, Matplotlib
View More...
  • Section 1 : Introduction 1 Lectures 00:03:20

    • Lecture 1 :
  • Section 2 : Relevant Packages 3 Lectures 00:13:17

    • Lecture 1 :
    • Beautiful Soup & Requests
    • Lecture 2 :
    • Jupyter Notebook & Pandas & sqlalchemy
    • Lecture 3 :
    • PostgreSQL
  • Section 3 : Dataset Creation - Web Scraping 6 Lectures 00:19:04

    • Lecture 1 :
    • Dataset Creation - Overview
    • Lecture 2 :
    • Initial Steps
    • Lecture 3 :
    • Concatenate URL Parts
    • Lecture 4 :
    • Extract Data from First Link
    • Lecture 5 :
    • Put all together and loop through results
    • Lecture 6 :
    • Scrape Multiple Pages
  • Section 4 : Data Cleaning 11 Lectures 01:41:54

    • Lecture 1 :
    • Data Cleaning - Overview
    • Lecture 2 :
    • Imports & Merge Datasets
    • Lecture 3 :
    • Missing Data, Doubles & Index Change
    • Lecture 4 :
    • Change Price Column
    • Lecture 5 :
    • Change Area Column
    • Lecture 6 :
    • Change Bedrooms & Bathrooms Column
    • Lecture 7 :
    • Modify Parking Column
    • Lecture 8 :
    • Numbers to Integers Part 1
    • Lecture 9 :
    • Numbers to Integers Part 2
    • Lecture 10 :
    • Numbers to Integers Part 3
    • Lecture 11 :
    • Create New Price/Sqft Clumn
  • Section 5 : Data Analysis 12 Lectures 01:28:47

    • Lecture 1 :
    • Data Analysis Section - Overview
    • Lecture 2 :
    • Imports & Output Data (Pandas/PostgreSQL)
    • Lecture 3 :
    • Question 1
    • Lecture 4 :
    • Question 2
    • Lecture 5 :
    • Question 3
    • Lecture 6 :
    • Question 4
    • Lecture 7 :
    • Question 5
    • Lecture 8 :
    • Question 6
    • Lecture 9 :
    • Question 7
    • Lecture 10 :
    • Question 8
    • Lecture 11 :
    • Question 9
    • Lecture 12 :
    • Question 10
  • How do i access the course after purchase?

    It's simple. When you sign up, you'll immediately have unlimited viewing of thousands of expert courses, paths to guide your learning, tools to measure your skills and hands-on resources like exercise files. There’s no limit on what you can learn and you can cancel at any time.
  • Are these video based online self-learning courses?

    Yes. All of the courses comes with online video based lectures created by certified instructors. Instructors have crafted these courses with a blend of high quality interactive videos, lectures, quizzes & real world projects to give you an indepth knowledge about the topic.
  • Can i play & pause the course as per my convenience?

    Yes absolutely & thats one of the advantage of self-paced courses. You can anytime pause or resume the course & come back & forth from one lecture to another lecture, play the videos mulitple times & so on.
  • How do i contact the instructor for any doubts or questions?

    Most of these courses have general questions & answers already covered within the course lectures. However, if you need any further help from the instructor, you can use the inbuilt Chat with Instructor option to send a message to an instructor & they will reply you within 24 hours. You can ask as many questions as you want.
  • Do i need a pc to access the course or can i do it on mobile & tablet as well?

    Brilliant question? Isn't it? You can access the courses on any device like PC, Mobile, Tablet & even on a smart tv. For mobile & a tablet you can download the Learnfly android or an iOS app. If mobile app is not available in your country, you can access the course directly by visting our website, its fully mobile friendly.
  • Do i get any certificate for the courses?

    Yes. Once you complete any course on our platform along with provided assessments by the instructor, you will be eligble to get certificate of course completion.
  • For how long can i access my course on the platform?

    You require an active subscription to access courses on our platform. If your subscription is active, you can access any course on our platform with no restrictions.
  • Is there any free trial?

    Currently, we do not offer any free trial.
  • Can i cancel anytime?

    Yes, you can cancel your subscription at any time. Your subscription will auto-renew until you cancel, but why would you want to?

Alexander Schlee,

Hi Everyone, my name is Alex and I know that a lot of Programming-Topics can be very confusing and overwhelming. My Goal is to share my knowledge in a very simple way. I'm focussing on Python, Selenium and the whole Web Scraping Process. Especially for my own Data Science and Machine Learning Projects, I need to understand the concepts behind Web Scraping and I want to share it with my students.
View More...
  • administering-system-center-configuration-manager-and-intune

    Administering System Center Config...

    By : Microsoft

    Lecture 12 Beginner Level 0:0:0
  • deploying-windows-desktops-and-enterprise-applications-180-day

    Deploying Windows Desktops and Ent...

    By : Microsoft

    Lecture 12 Beginner Level 0:0:0
  • planning-for-and-managing-devices-in-the-enterprise-enterprise-mobility-suite-ems-and-on-premises-tools

    Planning for and Managing Devices i...

    By : Microsoft

    Lecture 13 Beginner Level 0:0:0
  • cisco-ccna-r-s-200-125-the-complete-course

    Cisco CCNA R/S (200-125): The Compl...

    By : Lazaro (Laz) Diaz

    Lecture 153 Beginner Level 16:30:13
  • implementing-configuring-cisco-routers-part-1

    Implementing & Configuring Cisco Ro...

    By : Dariusz Lipski

    Lecture 10 Beginner Level 0:40:56
  • ccnp-switch-300-115-the-complete-course

    CCNP Switch (300-115): The Complete...

    By : Lazaro (Laz) Diaz

    Lecture 93 Beginner Level 7:58:8
Signup & Continue Checkout
By signing up, you agree to our Terms of Use and Privacy Policy
Create New Password
Enter your email address and we'll send you a link to reset your password.