Applied Data Science Capstone

BY
IBM via Coursera

Get a taste of how data scientists work with data in real life with Coursera’s Applied Data Science Capstone offered by IBM.

Lavel

Intermediate

Mode

Online

Duration

5 Weeks

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course overview

The Applied Data Science Capstone course is a great course to understand the working life of a data scientist through hands-on and practical training. You will be exposed to a host of processes and applications such as learning about location data and data providers like Foursquare and making RESTful API calls to retrieve data from Foursquare API. 

If you do not have access to readily available data, the Applied Data Science Capstone online course will teach you how to scrape web data and parse HTML code. You will be able to refine your exploring and data analysing skills using Python and its panda libraries. Finally, to communicate your results and findings, you will use the Folium library and access maps of geospatial data.  

Applied Data Science Capstone certification can be audited for free. The course is offered by IBM and will be taught by Alex Aklson. The course also provides certification and financial support if you cannot pay the programme fee. 

The highlights

  • Free seven-day trial
  • 100% digital course
  • Practice quizzes
  • Offered by IBM    
  • 13 hours course completion time
  • Free to audit
  • Financial aid available
  • Certification available
  • Graded assignments
  • Flexible deadlines
  • IBM digital badge

Program offerings

  • Ibm digital badge
  • Flexible deadlines
  • Graded assignments
  • Certification available
  • Financial aid available
  • Free to audit
  • Offered by ibm
  • 100% digital course
  • Free seven-day trial
  • Practice quizzes.

Course and certificate fees

You can audit the online Applied Data Science Capstone certification course for free. To gain access to the entire course, you need to pay the course fee.  

Applied Data Science Capstone course fee structure

Certification 

Fee Amount in INR

Applied Data Science Capstone course (Audit)

Free

Applied Data Science Capstone course - 1 month

Rs. 4,115 /- per month

Applied Data Science Capstone course - 3 months

Rs. 2,743 /- per month

Applied Data Science Capstone course- 6 months

Rs. 2,058 /- per month

certificate availability

Yes

certificate providing authority

Coursera

Who it is for

The Applied Data Science Capstone course offers practical insights into how data scientists work in that day-to-day job. If you want to pursue a career as a data scientist, this is the course for you. 

Eligibility criteria

Certificate Qualifying Details

You can secure the Applied Data Science Capstone online training certification by completing the course curriculum and the graded assignments. 

What you will learn

Data science knowledge Knowledge of python

The Applied Data Science Capstone syllabus offers practical opportunities to learn about a data scientist’s work. In this course, you will learn about: 

  • Using Folium library for communicating results and findings
  • Parsing HTML code and scraping web-data
  • Using Python and panda libraries
  • Location data and location data providers like Foursquare
  • Making RESTful API to Foursquare API to retrieve data

The syllabus

Module 1: Introduction

Videos
  • Project Scenario and Overview
  • Data Collection Overview
  • Data Wrangling Overview
Reading
  • Course Introduction
Assignments
  • Graded Quiz: Data Collection API with Webscraping
  • Graded Quiz: Data Wrangling Quiz
  • Check Points: Data Collection API
  • Check Points: Data Wrangling 
app items
  • Hands-on Lab: Complete the Data Collection API Lab
  • Hands-on Lab: Complete the Data Collection with Web Scraping lab
  • Hands-on Lab: Data Wrangling
plugin
  • Getting started with GitHub

Module 2: Exploratory Data Analysis (EDA)

Videos
  • Exploratory Data Analysis Overview
Assignments
  • Exploratory Data Analysis using SQL
  • Exploratory Data Analysis for Data Visualization
  • Check Points: Exploratory Analysis Using SQL 
  • Check Points: Complete the EDA with Visualization
app items
  • Hands-on Lab: Complete the EDA with SQL
  • EDA with Visualization Lab

Module 3: Interactive Visual Analytics and Dashboards

Videos
  • Interactive Visual Analytics and Dashboards
Assignments
  • Graded Quiz: Interactive Visual Analytics and Dashboard
  • Check Points: Interactive Visual Analytics and Dashboard 
app items
  • Hands-on Lab: Interactive Visual Analytics with Folium lab
  • Hands-on Lab: Build an Interactive Dashboard with Ploty Dash

Module 4: Predictive Analysis (Classification)

Videos
  • Predictive Analysis Overview
Assignments
  • Graded Quiz: Predictive Analysisis
  • Check Points: Predictive Analysis
app item
  • Hands-on Lab: Complete the Machine Learning Prediction lab

Module 5: Present Your Data-Driven Insights

Videos
  • Elements Of A Successful Data Findings Report
  • Best Practices For Presenting Your Findings
Reading
  • Congratulations and Next Steps
  • Credits and Acknowledgments
  • Copyrights and Trademarks
readings
  • Congratulations and Next Steps
  • Credits and Acknowledgments
  • Copyrights and Trademarks
peer review

Peer Review: Submit your Work and Review your Peers

plugins
  • Reading: Structure Of A Report
  • (Optional) Hands-on Lab: Getting Started With PowerPoint For The Web
  • (Optional) Hands-on Lab: Basics of PowerPoint
  • (Optional) Hands-on Lab: Save your PowerPoint Presentation as PDF
  • Submission Overview and Instructions
  • Exercise: Preparing Your Presentation (with provided slide template)

Admission details

  • Visit the Applied Data Science Capstone course page here: https://www.coursera.org/learn/applied-data-science-capstone
  • Select ‘Start 7-day trial’ or ‘Enroll for free’ depending on your choice. 
  • Follow the instructions to sign in with your Coursera account or create one. 
  • Confirm your choice of whether you want to audit the course for free, pay the course fee, or continue with the free trial.

Filling the form

All you have to do to enrol in the Applied Data Science Capstone training course is sign in with your Coursera account. Else, use your Google or Facebook account to log in. You can also create a Coursera account by entering your name, valid email address and creating a password. 

Scholarship Details

One of the best parts of the Applied Data Science Capstone classes course on Coursera is offering the candidates financial aid. Candidates can apply for assistance by just clicking on the ‘financial aid available’ icon and filling the application form. Once your application is submitted, you will be contacted by a Coursera official within two weeks. 

How it helps

Applied Data Science Capstone training gives you practical experience to work as a data scientist. It also offers free auditing and financial support. If you secure the certificate, you can use it to advance your career as a data scientist. 

Instructors

Mr Yan Luo

Mr Yan Luo
Data Scientist
IBM

Ph.D

Mr Joseph Santarcangelo

Mr Joseph Santarcangelo
Data Scientist
IBM

Ph.D

FAQs

Who is offering the online Applied Data Science Capstone programme?

IBM offers the Applied Data Science Capstone programme. 

Will there be practical training during the programme?

Yes. You will receive plenty of hands-on training during the programme. 

Who is teaching the Applied Data Science Capstone training course?

Alex Aklson, a PhD data scientist at IBM, will teach the Applied Data Science Capstone training. 

How long will it take me to go through the entire syllabus of the Applied Data Science Capstone classes programme?

Once you submit the Applied Data Science Capstone certification course application, you will hear from a Coursera representative in two weeks. 

Do I need to pay the course fee for accessing the videos?

No, you can access the videos as part of the free auditing. 

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