Programming for Data Science
- Computer, Programming, Technology
- 24 (Registered)
25
Nov
Programming for Data Science.
သင်ခန်းစာလေ့လာရန်ကြာချိန် စုစုပေါင်း ( 12 ) Hours.
Programming for Data Science သင်ခန်းစာကို MYANMAR DATA SCIENCE မှသင်ကြားပေးထားပါတယ်…။သင်ကြားရတာအဆင်ပြေပါက ကြယ်ပွင့်လေးများဖြင့် Reviewပြုလုပ်ပေးဖို့မမေ့ပါနဲ့နော်။
Course Content
Total learning: 45 lessons
Time: 12 hours
-
Section - 1
- Introduction to Computer Programming
- Programming Terminology
- Setting up the Programming Environment
- Jupyter Notebook Essential Training
- Data types and Operators
- Lab – Data Types & Operator
- String Manipulation in Python
- Lab – String manipulation in Python
- Advanced Data Types – Part 1
- Lab – Advanced Data Types – Part 1
- Advanced Data Types – Part 2
- Lab – Advanced Data Types – Part 2
- Control Structure
- Lab – Control Structure
- Functions
- Lab – Functions
- Objects & Classes
- Lab – Objects & Classes
- Working with Directories and Files
- Lab – Working with Directories and Files
- Working with CSV file type
- Lab – Working with CSV file type
- Python Libraries for Data Science
-
Section - 2
-
Section - 3
- Introduction to Matplotlib
- Lab – Plotting Line Charts
- Lab – Bar, Grouped Bar and Stacked Bar Charts
- Lab – Scatter Plot
- Lab – Plotting Histogram
- Lab – Working with Pie Charts
- Lab – Plotting Tables
- Introduction to Web Scraping
- Understanding Web Document Structure
- Lab – Web Scraping with Pytho
- Lab – Scraping Wikipedia using Python
- Conclusion – Tips
Instructor
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