Mammoth Club All levels 6 sections 34 lectures

Python, Seaborn, and Pandas: Fun Exploratory Data Analysis

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01
Skill level
All levels
02
Sections
6
03
Lectures
34
04
Instructor
John Bura
What's inside

This course includes.

6
Sections
34
Lectures
34
Resources
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
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Course content

Curriculum & lectures.

3 sections · 10 lectures
+ Introduction 1 lecture
00 Project Preview Locked
+ Analyze Features in a Dataset 5 lectures
01 Load A Dataset Locked
02 Analyze The Main Feature Locked
03 Analyze Numerical Features Locked
04 Analyze Categorical Features Locked
Source Files Locked
+ Visualize Relationships Between Dataset Features 4 lectures
01 Find Relationships Between Numerical Features Locked
02 Find Relationships Between Categorical Features Locked
03 Build Conditional Plots Locked
02 Source Files Locked
Description

About this course.

Welcome to the Exploratory Data Analysis Bootcamp! In this comprehensive course, you will master the essential techniques and tools needed to perform data exploration and gain valuable insights using Python, Seaborn, and Pandas.

Data exploration is a critical step in the data analysis process, as it allows you to understand the structure, patterns, and relationships within your datasets. Throughout this bootcamp, you will learn how to effectively clean, manipulate, and visualize data using the powerful Python libraries Seaborn and Pandas.

You will start by acquiring foundational skills in data manipulation, including data cleaning, handling missing values, and transforming data for analysis. Next, you will dive into exploratory data analysis techniques, such as statistical summaries, data visualization, and correlation analysis, to uncover hidden patterns and trends within your data.

With the help of Seaborn, a popular data visualization library, you will learn how to create stunning and informative visualizations to communicate your findings effectively. From basic bar plots to advanced heatmaps and scatter plots, you will gain the skills to create compelling visual representations of your data.

By the end of this bootcamp, you will be equipped with the necessary knowledge and practical skills to confidently explore and analyze datasets using Python, Seaborn, and Pandas. Whether you are a data analyst, data scientist, or anyone working with data, this course will empower you to extract meaningful insights and make data-driven decisions.

Don't miss this opportunity to level up your data analysis skills. Enroll now and embark on your journey to becoming an expert in exploratory data analysis with Python, Seaborn, and Pandas.


Instructors

Taught by people who ship.

John Bura

John Bura

Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.

Bundled items.

1 courses

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