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Data Analysis for Beginners: Python & Statistics

via Zero To Mastery

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Details

Provider

Zero To Mastery
Pricing

Paid Course
Languages

English
Certificate

Paid Certificate Available
Duration & workload

6 hours
Sessions

On-Demand
Level

Beginner

Found in

Overview

Learn to wield the power of Python and statistics to conduct data analysis, and even build a virtual escape room - all from scratch!

Understand core Python syntax for data and arithmetic tasks
Perform basic and intermediate statistical analysis in Python
Put your skills to the test by building a Virtual Escape Room
Build confidence for entry-level Data Analysis roles

Syllabus

Introduction

Introduction
Exercise: Meet Your Classmates and Instructor

Getting Started

Creating a Google Account
Resources - Download Course Materials
Setting Up the Course Materials

Essential Python Skills

Game Plan
Print Function
Python - Print Function
Input Function
Python - Input Function
CHALLENGE - Your Superhero Name
Variable Types
Python - Variable Types
Arithmetic Operators
Python - Arithmetic Operators
Comparison Operators
Python - Comparison Operators
CHALLENGE - Split Bill Calculator
The if-else Condition
Python - if-else Conditions
EXERCISE - Can You Vote?
EXERCISE - Grading Papers
CHALLENGE - Berghain Club Bouncer
CHALLENGE - Your Monthly Savings Plan
Wrap Up - Python Essentials

Intermediate Python Skills

Game Plan
While Loop
Python - While Loops
EXERCISE - Countdown Times
Python Lists
Python - Lists
EXERCISE - Monthly Expense Report
EXERCISE - Fibonacci Sequence
Randomization
Python - Randomization
EXERCISE - Movie Picker
CHALLENGE - Read my Mind
Dictionaries
Python - Dictionaries
EXERCISE - Magical Pet Sounds
CHALLENGE - Budget Mastermind
For Loops
Python - For Loops
EXERCISE - Sum of Numbers
EXERCISE - Counting the Number of Characters
CHALLENGE - Treasure Hunter
Functions
Python - Functions
EXERCISE - Function That Adds Numbers
EXERCISE - Function That Counts Vowels
EXERCISE - Function That Transforms Fahrenheit to Celsius
CHALLENGE - Recipe Converter
Wrap Up - Python Intermediate Skills

Capstone Project #1 - Virtual Escape Room with Python

Project Presentation - Virtual Escape Game
Python - Plan the Solution
Python - Check User's Answer Function
Python - Prepare Game
Python - Solving with ChatGPT

Where To Go From Here?

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Taught by

Diogo Resende

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