New Year Offer End Date: 31st January 2024
Course

Data Visualization using Pandas, Matplotlib and Seaborn

Data Comes Alive: Join Our Workshop on Pandas, Matplotlib, and Seaborn. Turn Numbers into Engaging Visuals and Unlock Insights

About Course:

In this workshop, you will embark on a journey through the fascinating world of data visualization and ability to convey insights effectively through visuals is paramount. In this immersive workshop, we will empower you with the knowledge and skills to unleash the full potential of three powerhouse Python libraries: Pandas, Matplotlib, and Seaborn. Whether you’re a seasoned data scientist, a meticulous analyst, an inquisitive researcher, or anyone who grapples with data in their daily work, this workshop is meticulously crafted to provide you with the indispensable tools and techniques to elevate your data storytelling game.

Aim: To familiarize students with the stages of the visualization, mapping data attributes to graphical attributes, existing visualization paradigms, techniques, and tools, and evaluating the effectiveness of visualizations for specific data.

Course Objectives:

What you will learn?

Day 1:

  • Knowing your Data
  • Types of Data, Effectiveness of visualization across data types (categorical, ordinal and nominal),
  • What is Data Visualization?
  • Benefits of Data Visualization, univariate analysis, bivariate analysis, multivariate analysis.
  • Introduction to numpy
  • Visualization using pandas
  • Concept of Dataframe, Setting up the environment.
  • Line plot, bar plot, stacked plot, histogram, box plot, area plot, scatter plot, hex plot, pie plot

Day 2:

  • Visualization using Matplotlib
  • What is matplotlib? Setting up the environment.
  • Line, scatter, hist, bar, pie subplot, box, doughnut, word clouds
  • Visualization using Seaborn
  • What is Seaborn? Setting up the environment.
  • Customizing plots – background colour, grids, despine, scaling plots, scaling fonts and line widths Scatter plot – style and size, hue, jitter, swarm
  • Plotting univariate distributions – histogram Plotting bivariate distributions – hexplot, kde plot

Day 3:

  • Real life project
  • Perform hands on Project using Kaggle Dataset

Fee Plan

INR 1999 /- OR USD 50

Intended For : Students Data Enthusiasts, Aspiring Data Analysts, Data Scientists, Researchers, Business Professionals, Educators, Healthcare Practitioners, Social Scientists, Environmentalists, Startups and Entrepreneurs, Government Professionals, Students and Academics, Marketing Professionals, Financial Analysts

Career Supporting Skills

A

Course Outcomes

  • Proficiency in Data Visualization: Participants will gain a high level of proficiency in data visualization using Pandas, Matplotlib, and Seaborn, enabling them to create a wide range of informative and visually appealing graphics.
  • Data Exploration Skills: Attendees will acquire the ability to explore and manipulate datasets effectively using Pandas, a crucial skill for data preprocessing and analysis.
  • Visual Storytelling Mastery: Workshop participants will master the art of using data visualizations to tell compelling and insightful stories, making complex data more accessible to diverse audiences.
  • Practical Application: Participants will be equipped with practical, real-world experience through hands-on exercises and case studies, allowing them to apply data visualization techniques immediately.
  • Customization and Creativity: Attendees will develop the capability to customize and innovate with their visualizations, tailoring them to specific needs and audience preferences.
  • Insights Extraction: Workshop attendees will learn how to extract meaningful insights from data through visualization, helping them make informed decisions and discoveries in their respective fields.
  • Cross-Disciplinary Knowledge: The workshop will foster cross-disciplinary knowledge sharing and collaboration among participants, enriching their perspectives and expanding their horizons.
  • Networking Opportunities: Participants will have the chance to network with peers, educators, professionals, and experts in the field, potentially leading to collaboration and future opportunities.
  • Enhanced Communication Skills: The workshop will enhance participants’ ability to communicate complex data concepts effectively, benefiting their careers and educational pursuits.
  • Versatility in Applications: Attendees will understand the versatility of data visualization, allowing them to apply these skills in a wide range of domains, including business, research, healthcare, environmental science, and more.
  • Increased Confidence: Workshop participants will gain confidence in their data visualization capabilities, feeling well-prepared to tackle data-related challenges in their roles or academic endeavors.
  • Valuable Resources: Participants will leave the workshop with valuable resources, reference materials, and a network of peers to support their continued growth in data visualization.