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Data Visualization using Pandas, Matplotlib and Seaborn Course

Original price was: INR ₹10,998.00.Current price is: INR ₹5,499.00.

Overview

In this comprehensive program, you’ll embark on a journey through the dynamic world of data visualization, learning how to effectively convey insights through powerful visuals. This immersive experience is designed to equip you with the knowledge and skills to maximize the potential of three key Python libraries: Pandas, Matplotlib, and Seaborn. Whether you’re an experienced data scientist, a detailed-oriented analyst, a curious researcher, or someone who frequently works with data, this program is crafted to provide you with essential tools and techniques to elevate your data storytelling abilities.

Data Visualization with Python
Transforming Data into Insightful Decisions

Course Overview

In this comprehensive program, you’ll embark on a journey through the dynamic world of data visualization, learning how to effectively convey insights through powerful visuals. This immersive experience is designed to equip you with the knowledge and skills to maximize the potential of three key Python libraries: Pandas, Matplotlib, and Seaborn. Whether you’re an experienced data scientist, a detail-oriented analyst, a curious researcher, or someone who frequently works with data, this program is crafted to provide you with essential tools and techniques to elevate your data storytelling abilities.

Course Goals

This program aims to familiarize participants with the stages of visualization, from mapping data attributes to graphical elements to evaluating the effectiveness of visualizations. By the end of the course, participants will be well-versed in creating insightful, aesthetically pleasing visuals that effectively communicate complex data.

Program Objectives

  • Master Data Visualization Tools: Gain in-depth knowledge and practical expertise in using Pandas, Matplotlib, and Seaborn for data visualization.
  • Effective Data Storytelling: Learn to transform raw data into compelling visual narratives that can be easily understood by a wide range of audiences.
  • Hands-On Experience: Develop confidence in applying data visualization techniques through practical exercises and real-world examples.
  • Data Exploration: Understand the importance of data exploration, including data cleaning and preprocessing with Pandas, as a foundation for effective visualization.
  • Visualization Mastery: Create a variety of visualizations, from basic charts to complex dashboards, using Matplotlib and Seaborn.
  • Aesthetic and Insightful Visuals: Learn to use Seaborn to enhance the visual appeal of your graphics while extracting meaningful insights.
  • Cross-Domain Applications: Explore the versatility of data visualization across different fields, including business, research, healthcare, and more.
  • Networking and Collaboration: Engage in networking and collaboration with fellow participants, exchanging ideas and best practices.
  • Empower Diverse Professions: Tailor the program to the needs of participants from various professions, such as students, educators, healthcare practitioners, and entrepreneurs.

Course Outline

  • Module 1: Knowing Your Data
    • Understanding data types (categorical, ordinal, nominal).
    • Benefits of data visualization and types of analysis (univariate, bivariate, multivariate).
    • Introduction to NumPy and data visualization using Pandas.
    • Building various plots (line, bar, scatter, pie, etc.) using Pandas.
  • Module 2: Visualization Using Matplotlib and Seaborn
    • Introduction to Matplotlib: Setting up the environment, creating different types of plots.
    • Introduction to Seaborn: Customizing plots, exploring univariate and bivariate distributions.
    • Enhancing visualizations with Seaborn: Styling, color adjustments, and more.
  • Module 3: Real-Life Project
    • Apply your skills by working on a hands-on project using a Kaggle dataset.

Eligibility

  • This course is ideal for data enthusiasts, aspiring data analysts, data scientists, researchers, business professionals, educators, healthcare practitioners, environmentalists, startups, entrepreneurs, government professionals, marketing experts, and financial analysts.

Important Dates

Registration Ends: 2023-11-20, Indian Standard Time: 05:00 PM

Program Dates: 2023-11-20 to 2023-11-22, Indian Standard Time: 06:00 PM

Learning Outcomes

  • Proficiency in Data Visualization: Master the use of Pandas, Matplotlib, and Seaborn for creating diverse and visually appealing graphics.
  • Data Exploration Skills: Develop strong skills in exploring and manipulating datasets with Pandas.
  • Visual Storytelling Mastery: Learn to craft compelling data narratives that simplify complex information for various audiences.
  • Practical Application: Gain hands-on experience through real-world projects, ready to apply these skills immediately.
  • Customization and Creativity: Enhance your ability to customize visualizations to meet specific needs and preferences.
  • Insights Extraction: Learn to extract and communicate meaningful insights from data visualizations.
  • Cross-Disciplinary Knowledge: Foster knowledge sharing across disciplines, expanding your perspective.
  • Networking Opportunities: Build connections with peers, educators, and professionals in the field.
  • Enhanced Communication Skills: Improve your ability to communicate data concepts clearly and effectively.
  • Versatility in Applications: Understand how to apply data visualization across various domains, from business to environmental science.
  • Increased Confidence: Build confidence in your data visualization abilities, preparing you for future data challenges.
  • Valuable Resources: Access resources and materials that will support your continued growth in data visualization.
Data Visualization Pandas Matplotlib Seaborn Python Libraries Data Storytelling Data Analysis Data Exploration Data Preprocessing Interactive Dashboards Real-Life Projects Kaggle Dataset Cross-Domain Applications Business Intelligence Healthcare Environmental Science Networking Collaboration Data Science Hands-On Experience Effective Communication Customization Visualization Techniques Visual Insights

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