Seaborn Training
This Seaborn training course is designed to provide learners with a strong foundation in Seaborn, a powerful data visualization library for Python. It covers basic to advanced concepts, making it suitable for beginners, professionals, and those looking to transition into data science, machine learning, statistical analysis, or exploratory data analysis..
Module 1 : Introduction to Seaborn
- Overview of Seaborn & Its Importance
- Installing Seaborn
- Understanding Seaborn vs. Matplotlib
Module 2 : Seaborn Basics
- Creating Basic Plots (line, bar, scatter)
- Working with Seaborn’s Built-in Datasets
- Customizing Styles and Themes
Module 3 : Statistical Data Visualization
- Distribution Plots (histplot, kdeplot, boxplot, violinplot)
- Categorical Plots (barplot, countplot, swarmplot, stripplot)
- Regression and Correlation Plots (regplot, heatmap)
Module 4 : Advanced Seaborn Features
- Multi-Plot Grids (FacetGrid, PairGrid)
- Working with Time-Series Data
- Customizing Color Palettes and Legends
Module 5 : Working with Data Using Seaborn
- Importing & Preprocessing Data
- Handling Missing Data
- Combining Seaborn with Pandas for Analysis
Module 6 : Seaborn for Data Science & Machine Learning
- Visualizing Model Performance
- Feature Engineering with Seaborn
- Interactive Plots & Dashboarding with Seaborn and Matplotlib
Tools & Technologies Covered
- Seaborn (Latest Version)
- Jupyter Notebook, PyCharm, VS Code
- Integration with Pandas, Matplotlib, and Scikit-learn
Certification & Career Opportunities
- Course completion certificate
- Career paths: Data Scientist, Machine Learning Engineer, Data Analyst, AI Engineer
Who Should Take This Course?
- Beginners with no programming experience
- IT professionals looking to upskill
- Data analysts and engineers
- Software developers and testers
- Anyone interested in automation, AI, or web development
Key Features
- Certification : Upon completion, many courses offer a certificate of completion that can be useful for career advancement and job opportunities.
- Affordable course fees
- Interview Prepation
- Dedicated Success Coach for Every Student
- We provide quality content
- Live seminars are organized by expert developers
- We provide training from IT experts
- 100% Placement Support