Curiasity | Seaborn for data visualization Course

Course / Course Details

Seaborn for data visualization Course

Programming

By - Sasikala
0 students
N/A
(0)

Course Description

Seaborn for Data Visualization is a practical course designed to help learners create attractive, informative, and professional statistical visualizations using Python and Seaborn. The course introduces essential plotting techniques for exploring data, identifying patterns, comparing variables, and communicating insights effectively.

Course Outcomes

By the end of this course, learners will be able to:

Understand the fundamentals of data visualization with Seaborn.
Create professional statistical charts and graphs using Python.
Work with distribution, categorical, and relational plots.
Create scatter plots, bar charts, box plots, violin plots, and histograms.
Build informative heatmaps and pair plots for data analysis.
Customize charts using titles, labels, colors, styles, and themes.
Visualize relationships and patterns within datasets.
Use Seaborn effectively with Pandas DataFrames.
Improve data exploration and analytical skills through visualization.
Present data insights clearly using meaningful and visually appealing charts.

Course Curriculum

1 chapters
40 lectures
0 quizzes
N/A total length

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1 Creating a Basic Calculator 360DigiTMG

27.18 Min

2 Visualizing Data with Seaborn in Python 360DigiTMG

30.05 Min

3 Solving Deloitte Interview Question 360DigiTMG

26.18 Min

4 Solving Uber Interview Question 360DigiTMG

26.5 Min

5 Solving Flipkart Interview Questions 360DigiTMG

29.12 Min

6 Time series plots in Python 360DigiTMG

25.52 Min

7 Solving Swiggy Interview Questions 360DigiTMG

13.27 Min

8 Solving KPMG Interview Questions 360DigiTMG

24.33 Min

9 EDA with new Dataset 360DigiTMG

35.01 Min

10 Preprocessing with Sklearn Library 360DigiTMG

28.29 Min

11 Matplotlib Library Functions 360DigiTMG

26.46 Min

12 Pandas Library Functions 360DigiTMG

21.17 Min

13 Numpy Library Function 360DigiTMG

30.4 Min

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

20 Min

15 Unlocking Data Insights Versioning and Monitoring Deployed Models 360DigiTMG

24.19 Min

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

33.28 Min

17 Unlocking Data Insights OOP for Model Deployment 360DigiTMG

15.18 Min

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

29.45 Min

19 Unlocking Data Insights Encapsulating Hyperparameter Tuning Automating with Classes 360DigiTMG

29.47 Min

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

28.2 Min

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

27.4 Min

22 Unlocking Data Insights Metaclasses and Custom Class Creation Advanced OOP Techniques

25.45 Min

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

30.45 Min

24 Unlocking Data Insights Encapsulation and Abstraction Safeguarding and Simplifying Your Code

31.26 Min

25 Unlocking Data Insights Inheritance and Polymorphism Building Reusable and Extensible Code

29.54 Min

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

34.11 Min

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

31.21 Min

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

27.03 Min

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

28.43 Min

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

28.2 Min

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

31.19 Min

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

30.2 Min

33 Unlocking Data Insights Episode 8 The Art of Deployment 360DigiTMG

29.49 Min

34 Unlocking Data Insights Episode 7 The Art of Deployment 360DigiTMG

30.53 Min

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

29.43 Min

36 Unlocking Data Insights Fine Tuning Mastery Unlocking the Power of Hyperparameters

33.1 Min

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

27.15 Min

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

34.35 Min

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

24.55 Min

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

30.08 Min

Instructor

Sasikala

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Duration N/A
Lectures 40 lessons
Enrolled 0 students
Category: Programming
0 Quizzes
Language: English
Skill Level Beginner
Certificate of Completion
Full lifetime access

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Seaborn for data visualization Course

Course Description

Course Outcomes

Course Curriculum

Seaborn for data visualization Course 40 Lectures 18 Hours 25 Min

Instructor

Sasikala

Course Full Rating

0

Student Feedback

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You must be enrolled to ask a question

Shopping Cart