README.md

---

title: Statistics Fundamentals
duration: "1:45"
creator:
    name: Amy Roberts
    city: NYC

---

Statistics Review

DS | Lesson 4

LEARNING OBJECTIVES

After this lesson, you will be able to:

• Have philosophized on the causation

• Learned to implement functions

• Practiced cleaning and exploring data

STUDENT PRE-WORK

Before this lesson, you should already be able to:

• Use descriptive stats to understand your data

INSTRUCTOR PREP

Before this lesson, instructors will need to:

• Review Unit Project 2

• Copy and modify the lesson slide deck

LESSON GUIDE

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Opening (5 min)

• Review any questions from last session

• Discuss Current Lesson Objectives

• Practice Last Class's Material

• Lecture on Causality

• Practice Functions

• More practice cleaning data