Start Your Data Science Journey Workshops Resources

Workshop 1

Date: 8th December
Topic: Start Your Data Science Journey with EDA
Key Discussions:
- Virtual environments
- EDA approach (theoretical)
- Pandas library
Resources:
- Materials available in Workshop 1 folder
- Recording link : https://www.facebook.com/share/v/15JDREYpUN/

Topic: Data Science Journey - Part 2
Focus Areas:
- Data visualization libraries
  - Seaborn
  - Matplotlib
- Practical project by Sir Asim Khan
- Applying theoretical knowledge to real dataset
Resources:
- All materials in Workshop 2 folder
- Recording link : https://fb.watch/wx1eGIFqW-/
  Workshop 3
Date: 22nd December
Topic: Mastering Data Analysis: From Raw Data to Valuable Insights
Key Discussions:
- Virtual environments
- How to Read your Meta data
- Complete END TO END project
- Auto EDA Techniques with custom functions nad sweetviz and pandas profilling
Resources:
- Materials available in Workshop 3 folder
- Recording link : https://www.facebook.com/share/v/1BPeMFVztF/
Workshop 4
Date: 29th December
Topic: Building a Pre-processing Pipeline for Machine Learning Modeling
Key Discussions:
- Missing Values (Custom Function)
- Outliers
- Scalling and Standardisation
- Encoding
Resources:
- Materials available in Workshop 4 folder
- Recording link : https://web.facebook.com/share/v/1BRLDjwwH5/

_{Muhammad Ibrahim Qasmi}	_{Ahmad Fakhar}	_{Tayyab Sajjad}
_{Muhammad Bilal}	_{Muhammad Jawad}	_{Asim Khan}

Name		Name	Last commit message	Last commit date
Latest commit History 32 Commits
WorkShop 1		WorkShop 1
Workshop 2		Workshop 2
Workshop 3		Workshop 3
Workshop 4		Workshop 4
README.md		README.md