Data Analytics Basics for Everyone

BY
IBM via Edx

Lavel

Beginner

Mode

Online

Duration

5 Weeks

Fees

Free

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based
Learning efforts 2-3 Hours Per Week

Course and certificate fees

Type of course

Free

certificate availability

Yes

certificate providing authority

IBM

certificate fees

₹8,312

The syllabus

About the Course

  • General Information
  • Syllabus
  • Grading Scheme

Module 1 - What is Data Analytics

  • Module Introduction and Learning Objectives
  • Video: Course Introduction
  • Video: Modern Data Ecosystem
  • Video: Key Players in the Data Ecosystem
  • Video: Defining Data Analysis
  • Video: Viewpoints: What is Data Analytics?
  • Reading: Data Analytics vs. Data Analysis
  • Reading: Summary and Highlights
  • Module 1: Practice Quiz
  • Module 1: Graded Quiz
  • Discussion Prompt: Introduce Yourself

Module 2 - The Data Analyst Role

  • Module Introduction and Learning Objectives
  • Video: Responsibilities of a Data Analyst
  • Video: Viewpoints: Qualities and Skills to be a Data Analyst
  • Video: A Day in the Life of a Data Analyst
  • Video: Viewpoints: Applications of Data Analytics
  • Reading: Summary and Highlights
  • Module 2: Practice Quiz
  • Module 2: Graded Quiz

Module 3 - The Data Ecosystem and Languages for Data Professionals

  • Module Introduction and Learning Objectives
  • Video: Overview of the Data Analyst Ecosystem
  • Video: Types of Data
  • Video: Understanding Different Types of File Formats
  • Video: Sources of Data
  • Video: Languages for Data Professionals
  • Reading: Summary and Highlights
  • Module 3: Practice Quiz
  • Module 3: Graded Quiz

Module 4 - Understanding Data Repositories and Big Data Platforms

  • Module Introduction and Learning Objectives
  • Video: Overview of Data Repositories
  • Video: RDBMS
  • Video: NoSQL
  • Video: Data Marts, Data Lakes, ETL, and Data Pipelines
  • Video: Viewpoints: Considerations for choice of Data Repository
  • Video: Foundations of Big Data
  • Video: Big Data Processing Tools
  • Reading: Summary and Highlights
  • Module 4: Practice Quiz
  • Module 4: Graded Quiz

Module 5 - Gathering Data

  • Module Introduction and Learning Objectives
  • Video: Identifying Data for Analysis
  • Video: Data Sources
  • Video: How to Gather and Import Data
  • Reading: Summary and Highlights
  • Module 5: Practice Quiz
  • Module 5: Graded Quiz

Module 6 - Wrangling Data

  • Module Introduction and Learning Objectives
  • Video: What is Data Wrangling?
  • Video: Tools for Data Wrangling
  • Video: Data Cleaning
  • Video: Viewpoints: Data Preparation and Reliability
  • Reading: Summary and Highlights
  • Module 6: Practice Quiz
  • Module 6: Graded Quiz

Module 7 - Analyzing and Mining Data

  • Module Introduction and Learning Objectives
  • Video: Overview of Statistical Analysis
  • Video: What is Data Mining?
  • Video: Tools for Data Mining
  • Reading: Summary and Highlights
  • Module 7: Practice Quiz
  • Module 7: Graded Quiz

Module 8 - Communicating Data Analysis Findings

  • Module Introduction and Learning Objectives
  • Video: Overview of Communicating and Sharing Data Analysis Findings
  • Video: Viewpoints: Storytelling in Data Analysis
  • Video: Introduction to Data Visualization
  • Video: Introduction to Visualization and Dashboarding Software
  • Reading: Summary and Highlights
  • Module 8: Practice Quiz
  • Module 8: Graded Quiz

Module 9 - Opportunities and Learning Paths

  • Module Introduction and Learning Objectives
  • Video: Career Opportunities in Data Analysis
  • Video: Viewpoints: Get into Data Profession
  • Video: Viewpoints: What do Employers look for in a Data Analyst?
  • Video: The Many Paths to Data Analysis
  • Video: Viewpoints: Career Options for Data Professionals
  • Video: Viewpoints: Advice for aspiring Data Analysts
  • Video: Viewpoints: Women in Data Professions
  • Reading: Summary and Highlights
  • Module 9: Practice Quiz
  • Module 9: Graded Quiz

Final Quiz

  • Final Quiz

Final Assignment

  • Final Assignment

Course Rating

  • Course Rating and Feedback,

Badge

  • Badges Frequently Asked Questions
  • Claim your badge here

Course Team and Notices

  • Course Team
  • Copyrights and Trademarks

Instructors

Mr Rav Ahuja

Mr Rav Ahuja
Global Program Director
IBM

B.E /B.Tech, MBA

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