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IME 212 Course Orientation

This document provides an orientation for a course called IME 212: Introduction to Enterprise Analytics. It outlines what students will learn, including the basics of programming in Python, data processing and analysis, data visualization, data bias and ethics, and storytelling with data. It also covers descriptive, predictive, and prescriptive analytics. Students will set up Google Colab and complete lab assignments. The instructor is Puneet Agarwal and the course will introduce students to solving business problems using data.

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73 views15 pages

IME 212 Course Orientation

This document provides an orientation for a course called IME 212: Introduction to Enterprise Analytics. It outlines what students will learn, including the basics of programming in Python, data processing and analysis, data visualization, data bias and ethics, and storytelling with data. It also covers descriptive, predictive, and prescriptive analytics. Students will set up Google Colab and complete lab assignments. The instructor is Puneet Agarwal and the course will introduce students to solving business problems using data.

Uploaded by

fuckyo
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
Available Formats
Download as PDF, TXT or read online on Scribd
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IME 212: Introduction to Enterprise Analytics

Spring 2023
Course Orientation
Instructor: Puneet Agarwal
Outline
q What will you learn in this course?
q Deep Dive into the Course Syllabus
q Setting up Google Colab
q Basics of Programming using Python
q Lab Assignment
1. Name
2. Year (Freshman, Sophomore, Junior, Senior)
3. 1-2 things you hope to do or learn in this course
4. Challenges that you anticipate in this course
Outline
q What will you learn in this course?
q Deep Dive into the Course Syllabus
q Setting up Google Colab
q Basics of Programming using Python
q Lab Assignment
Types of (Data) Analytics
Types of (Data) Analytics

Descriptive Analytics

Predictive Analytics

Prescriptive Analytics
Types of (Data) Analytics

What happened?
Descriptive Analytics § Using historical data to identify patterns, trends,
and anomalies for improved planning and
decision-making
Predictive Analytics § Example: How many patients were admitted to
hospitals last week due to COVID-19 infections?

Prescriptive Analytics
Types of (Data) Analytics

What might happen in the future?


Descriptive Analytics § Building models that can make predictions about
future events based on patterns extracted from
historical and real-time data
Predictive Analytics § Example: Whether a person is at high risk to be
admitted to hospitals due to COVID-19 infections?

Prescriptive Analytics
Types of (Data) Analytics

What should we do next?


Descriptive Analytics § Using data to determine an optimal course of
action

§ Example: What should be the optimal strategy to


Predictive Analytics prevent hospitalizations due to COVID-19?

Prescriptive Analytics
Types of (Data) Analytics

Descriptive Analytics Courses: IME 212

Predictive Analytics Courses: IME 372

Prescriptive Analytics Courses: IME 301, IME 305


What will you learn in IME 212?

Solve Business/Industry Problems using Data

Basics of Data
Data Data Bias and Storytelling
Programming Processing
Visualization Ethics with Data
in Python and Analysis
Outline
q What will you learn in this course?
q Deep Dive into the Course Syllabus
q Setting up Google Colab
q Basics of Programming using Python
q Lab Assignment
Outline
q What will you learn in this course?
q Deep Dive into the Course Syllabus
q Setting up Google Colab
q Basics of Programming using Python
q Lab Assignment
Google Colab

§ Works like Jupyter Notebook


§ Hosted by Google
§ Requires Google Account
§ No installation required
§ Write Python code directly inside the browser
§ Common Data Analytics/Science Libraries are pre-installed
Outline
q What will you learn in this course?
q Deep Dive into the Course Syllabus
q Setting up Google Colab
q Basics of Programming using Python
q Lab Assignment

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