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Lecture Notes on Fundamentals of Data Analysis

Lecture 1

Introduction to the Labs and Work Environment Setup
Python Crash Course
Python for Data Science Crash Course

Lecture 2

Data Analysis Key Concepts, Loading and Inspecting the Data

Lecture 3

Describing and Visualizing the Data

Lecture 4

Probability for Data Analysis

Lecture 5

Association between variables

Lecture 6

Data Distributions

Lecture 7

Statistical Inference

Lecture 8

Storytelling with Data

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By Antonino Furnari

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