Seaborn for data visualization Course

4.8 (5 reviews)
Created by:

360DigiTMG

  • 40 Lessons
  • 173 Students
  • Certificate of completion

Seaborn for data visualization, in this course we will learn about Seaborn for data visualization, exploring how to create insightful, high-quality visualizations in Python. We’ll cover essential Seaborn functions, including scatter plots, histograms, box plots, heatmaps, and regression plots. You will master customizing visualizations, handling datasets efficiently with Pandas, and enhancing analysis using Seaborn’s statistical capabilities. Whether you're a beginner or an experienced analyst, this course will help you uncover patterns in data, improve presentations, and make informed decisions using Seaborn’s powerful visualization tools. 360DigiTMG

To Register in Course you have to watch at least 30 Second of any lesson

What You'll Learn

  • Create insightful scatter plots, histograms, and box plots for data analysis and presentation
  • Design and customize heatmaps and regression plots to reveal data patterns and relationships
  • Handle datasets efficiently with Pandas for seamless integration with Seaborn visualizations
  • Apply Seaborn’s statistical functions to enhance data interpretation and uncover trends
  • Improve data storytelling by creating high-quality, publication-ready visualizations in Python
  • Utilize Seaborn to identify outliers, distributions, and correlations within complex datasets
  • Enhance data analysis skills by integrating Seaborn visualizations with Pandas and NumPy
  • Develop interactive visualizations to communicate findings effectively to diverse audiences

Course Content

40 Lessons • 18 h 44 m total

Creating a Basic Calculator 360DigiTMG

27:19

Visualizing Data with Seaborn in Python 360DigiTMG

30:06

Solving Deloitte Interview Question 360DigiTMG

26:19

Solving Uber Interview Question 360DigiTMG

26:51

Solving Flipkart Interview Questions 360DigiTMG

29:13

Time series plots in Python 360DigiTMG

25:53

Solving Swiggy Interview Questions 360DigiTMG

13:28

Solving KPMG Interview Questions 360DigiTMG

24:34

EDA with new Dataset 360DigiTMG

35:02

Preprocessing with Sklearn Library 360DigiTMG

28:29

Matplotlib Library Functions 360DigiTMG

26:47

Pandas Library Functions 360DigiTMG

21:18

Numpy Library Function 360DigiTMG

30:40

Unlocking Data Insights Version Control Monitoring and Automation for ML Models in Production

20:01

Unlocking Data Insights Versioning and Monitoring Deployed Models 360DigiTMG

24:20

Unlocking Data Insights API Design with OOP Serving ML Models for Real Time Predictions

33:29

Unlocking Data Insights OOP for Model Deployment 360DigiTMG

15:19

Unlocking Data Insights Custom Loss Functions and Metrics Using OOP to Extend Machine Learning

29:45

Unlocking Data Insights Encapsulating Hyperparameter Tuning Automating with Classes 360DigiTMG

29:48

Unlocking Data Insights Model Management with OOP Building Flexible and Maintainable ML Models

28:20

Unlocking Data Insights Object Oriented Data Pipelines Structuring Your Machine Learning Workflow

27:41

Unlocking Data Insights Metaclasses and Custom Class Creation Advanced OOP Techniques

25:45

Unlocking Data Insights Design Patterns in Python Leveraging OOP for Scalable Solutions

30:46

Unlocking Data Insights Encapsulation and Abstraction Safeguarding and Simplifying Your Code

31:27

Unlocking Data Insights Inheritance and Polymorphism Building Reusable and Extensible Code

29:54

Unlocking Data Insights Python OOP Mastery Practical Applications of Classes and Objects

34:12

Unlocking Data Insights Python OOP Mastery Practical Applications of Classes and Objects

31:22

Unlocking Data Insights Python OOP Mastery Building Blocks for Beginners 360DigiTMG

27:04

Unlocking Data Insights AI in Action 4 Simplifying Kubernetes Deployment with Minikube

28:44

Unlocking Data Insights AI in Action 3 Orchestrating ML Apps with Kubernetes

28:21

Unlocking Data Insights Seamless Monitoring Maintenance of Your ML App with Docker

31:19

Unlocking Data Insights Episode 9 AI in Action Seamless Monitoring Maintenance of Your ML App

30:21

Unlocking Data Insights Episode 8 The Art of Deployment 360DigiTMG

29:50

Unlocking Data Insights Episode 7 The Art of Deployment 360DigiTMG

30:54

Unlocking Data Insights Episode 6 The Art of Hyperparameter Alchemy Crafting Perfect Models

29:44

Unlocking Data Insights Fine Tuning Mastery Unlocking the Power of Hyperparameters

33:11

Unlocking Data Insights From Concept to Reality Mastering Model Building Tuning and Evaluation

27:16

Unlocking Data Insights From Data Chaos to Clarity Advanced EDA and Preprocessing Techniques

34:36

Unlocking Data Insights A live Python Series Part 2 Data Wrangling Wizards Mastering the Basics

24:56

Unlocking Data Insights A live Python Series Part 1 Python Pioneers kick Off Data Adventures

30:09

How to Get The Certificate

  • You must have an Account on the platform.
  • Complete all lessons.
  • Watch at least 50% of Lesson Duration.
  • Get your Certificate free 🎉 !

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4.8 (5 reviews)

Overall rating

  • 5.0 40%
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Reviews

KHAN MIHADDUR ZAMAN

· 1yr ago

good

GATTU SRIJA

· 1yr ago

good

Shubham Parsoya

· 1yr ago

Seaborn for data visualization Certificate

Sarumathi K

· 1yr ago

Excellent explanation

RATTAN SINGH

· 1yr ago

Excellent

Santhosh Santhosh

· 1yr ago

Excellent

Sunil bhatt

· 1yr ago

Nice

Manisha Ellayaih Sirpuram

· 1yr ago

good

REESHILA BHOWMICK

· 1yr ago

It was helpful.

Seaborn for data visualization Course Description

Seaborn for data visualization, in this course we will learn about Seaborn for data visualization, exploring how to create insightful, high-quality visualizations in Python. We’ll cover essential Seaborn functions, including scatter plots, histograms, box plots, heatmaps, and regression plots. You will master customizing visualizations, handling datasets efficiently with Pandas, and enhancing analysis using Seaborn’s statistical capabilities. Whether you're a beginner or an experienced analyst, this course will help you uncover patterns in data, improve presentations, and make informed decisions using Seaborn’s powerful visualization tools. 360DigiTMG

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Course Intro