Programming for Data Science
Free
- Computer, Programming, Technology
- 54 (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 13 minutes Preview
- Programming Terminology 9 minutes Preview
- Setting up the Programming Environment 7 minutes Preview
- Jupyter Notebook Essential Training 19 minutes
- Data types and Operators 10 minutes
- Lab – Data Types & Operator 10 minutes
- String Manipulation in Python 9 minutes
- Lab – String manipulation in Python 11 minutes
- Advanced Data Types – Part 1 10 minutes
- Lab – Advanced Data Types – Part 1 15 minutes
- Advanced Data Types – Part 2 10 minutes
- Lab – Advanced Data Types – Part 2 12 minutes
- Control Structure 17 minutes
- Lab – Control Structure 14 minutes
- Functions 13 minutes
- Lab – Functions 14 minutes
- Objects & Classes 16 minutes
- Lab – Objects & Classes 16 minutes
- Working with Directories and Files 14 minutes
- Lab – Working with Directories and Files 12 minutes
- Working with CSV file type 13 minutes
- Lab – Working with CSV file type 16 minutes
- Python Libraries for Data Science 10 minutes
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Section - 2
- Introduction to Pandas 10 minutes
- Lab – Introduction to Pandas 12 minutes
- Reading Data with Pandas 9 minutes
- Lab – Reading Data with Pandas 16 minutes
- Working with Pandas DataFrame 10 minutes
- Lab – Working with Pandas DataFrame 18 minutes
- Introduction to Numpy 15 minutes
- Lab – Introduction to Numpy 12 minutes
- Numpy Operations & Functions 12 minutes
- Lab – Numpy Operations & Functions 18 minutes
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Section - 3
- Introduction to Matplotlib 8 minutes
- Lab – Plotting Line Charts 13 minutes
- Lab – Bar, Grouped Bar and Stacked Bar Charts 15 minutes
- Lab – Scatter Plot 11 minutes
- Lab – Plotting Histogram 11 minutes
- Lab – Working with Pie Charts 9 minutes
- Lab – Plotting Tables 13 minutes
- Introduction to Web Scraping 14 minutes
- Understanding Web Document Structure 15 minutes
- Lab – Web Scraping with Pytho 14 minutes
- Lab – Scraping Wikipedia using Python 23 minutes
- Conclusion – Tips 10 minutes
Instructor
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Nice