One picture is worth than thousand words!(Data Visualization using Python)
Manikant Roy (~manikant-iiitmk) |
Description:
One picture is worth than thousand words! The main goal of this Data Visualization with Python workshop is to teach, how to take data that at first glance has little meaning and present that data in a form that makes sense to people. Data Visualization is one of the challenging task after analysing the data. Analysing data with sophisticated algorithm or techniques is not sufficient, it must tell the story such that one can understand the result by looking at visualization itself. Data Visualization becomes more important when trying to explain the insight obtained from the analysis of increasingly large datasets or small dataset. One of the key skills of a data scientist is the ability to tell a compelling story, visualizing data and findings in an approachable and stimulating way. At the end of workshop attendee will learning how to leverage a python to visualize data and will also enable how to extract information, better understand the data, and make more effective decisions
Outline of workshop with a reasonable breakup in terms of time.
Part 1
- Understanding Python & data [5 Minutes ]
- Introduction to data visualization [5 Minutes ]
- Python data visualization libraries [5 Minutes ]
- Environment Settings /Installation [10 Minutes]
- Getting Started with Matplotlib [10 Minutes]
- Visualization of IRIS Dataset [10 Minutes]
- Exercise 1 (Basics Plotting) [15 Minutes]
Part 2 [1 Hour]
- Understanding various charts/Plot /Graph
- Area Plot
- Histograms
- Bar Charts
- Line Plot
- Pie Charts
- Box Plots
- Scatter Plot
- Bubble Plot
- Waffle Charts
- Word Cloud
- Seaborn and Regression Plot
- Exercise 2 (Advanced Plotting)
Prerequisites:
No pre-requisites!
Speaker Info:
Manikant Roy is an Assistant Professor at Lovely Professional University Punjab (India), where he is leading project group in data analysis using python. Have also conducted the Faculty Development Program on Data Analysis, Visualization and Science using python. He holds MPhil Computer Science from Indian Institute of Information Technology and Management Kerala (IIITM-K). He has more than 3 years’ experience in teaching. Prior to that He has worked as Business Intelligence Consultant at Icon Resources and Technology, Mumbai. He has been awarded by Microsoft India as Microsoft Student Partner India, I unlock joy Champion etc. More information can be found here
Speaker Links:
https://linkedin.com/in/moneykant/