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Wan Data Science | Algorithms | Computer Science | Python Tutoring | Malaysia

Wan Data Science | Algorithms | Computer Science | Python Tutoring | Malaysia

Student Name : Wan
What is Data Scicnce ?

  • “…a field that deals with unstructured, structured data, and semi-structured data. It involves practices like data cleansing, data preparation, data analysis, and much more.

 

  • Data science is the combination of statistics, mathematics, programming, and problem-solving; capturing data in ingenious ways; the ability to look at things differently; and the activity of cleansing, preparing, and aligning data.”

 

Check this post for recomened cources 

 

What you need to learn to become a Data Scientist ?

  • Descriptive Statistics

  • Probability

  • Python (OOP + Pandas + Numpy + Scipy)

  • Data Cleaning: One of the MOST important skills that you need to master to become a good data scientist, you need to practice on many datasets to master it.

  • Data Visualization (using Matplotlib and seaborn )

  • Dashboards (Tableau)

  • SQL and DB (SQL for Data Analysis)

  • Time Series Analysis

  • DataSets

  • End to End Data Scicnce Project

 


List of classes & the asscociated slides & codes  :

1) Class 8 (25Oct ):

     a) Video : Part 1 (Intro into Python & function Excer.),               

     b) Files: N/A

     c) Class Code: Class 1

     d) Excercises : N/A
 

2) Class 2 (1 Nov. ):

     a) Video : Part 1 (Solving Programming Problems methods), 

                      Part 2 (Using Lists & Print Statements) 

                      Part 3 (Using Random Gen, Range, List slicing), 

                      Part 4 ( using Remove and append methods + List Exercises ) 

     b) Files: GDrive

     c) Class Code: Class 2

     d) Excercises : Lists Excer 

* You can run the file on your computer or you can regsiter a free account on https://replit.com to modify the source code, in this case you will need to rename the file as main.py

If you're serious about improving your CS skills then you need to read our tutor testimonials here

 

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