Learn Python Q&A Style | Test your Conditional Statement Knowledge | if-elif-else & common mistakes

แชร์
ฝัง
  • เผยแพร่เมื่อ 5 ก.ย. 2024
  • "Learn Python Q&A Style", as the names suggest is designed to learn python in Q&A Format. The objective of these videos is to help people with some python exposure to build and sharpen their knowledge by solving small-small python coding challenges. We hope this series will help people at Beginners Stage to develop their Python competency.
    Must Watch for Python Beginners:
    Python Programming for Data Science - • Python Programming for...
    Python Programming for Data Science provides a Step-by-Step Installation Guide, Basics of Python Programming to Advanced Python Programming like Programming Structures & User Defined Functions.
    The Table of Content of the 11 part video series is given below:
    1) Step-by-step instructions on the installation of Anaconda.
    2) Basic introduction to the World of Python.
    3) Efficiently working on Jupyter Notebook and Spyder IDE
    4) Data Types & Data Structures in Python
    -- Variables
    -- Strings
    -- Numbers
    -- Boolean
    -- List (Create, Add, Delete elements from a list)
    -- Tuple
    -- Dictionary
    -- Set
    -- Mutable & Immutable Objects
    -- Type Conversion (Casting)
    -- del (Delete) objects
    5) Modules and Packages in Python
    -- Creating your own module
    -- Importing packages
    -- math, os, sys packages
    -- NumPy, Pandas, Scikit-learn
    -- input() function to take user keyboard input
    -- print()
    6) Numpy & Pandas
    -- 1D, 2D, 3D, n-dimension arrays
    -- Series
    -- DataFrame
    -- Cell, Column, and Row referencing
    -- iloc and loc function
    -- attributes in DataFrame
    -- Adding / Dropping rows and columns
    -- Reset Index
    7) Data Import & Export
    -- Read .csv file
    -- Read Fixed Width File
    -- Read Excel File
    -- Import from Database
    -- Pickle to save and load Python Objects
    -- Export DataFrame to csv file format
    8) Programming Structures (Loops & Conditional Statements)
    -- if, if-else, if-elif-else
    -- For loop, While loop
    -- Break & Continue
    9) Data Manipulations in Python
    -- drop column / row
    -- create derived columns
    -- filter
    -- sort
    -- merge
    -- aggregate
    -- rename columns
    -- reset index
    10) Functions
    -- in-built functions
    -- user defined functions
    -- anonymous lambda function
    -- local and global variables
    Python Programming is the most in-demand programming language. Data Scientist is the most sought-after resource in the job market.
    Here comes our small contribution to help you learn Python Programming for Data Science.
    Some important links to datafiles used in the video can be downloaded from our website: k2analytics.co.in
    Blog link: k2analytics.co...
    Machine Learning Course Link: www.k2analytic...
    Sample Certificate Link: elearning.k2an...
    Subscribe to our TH-cam Channel for the latest video updates.
    Regards,
    Team K2 Analytics

ความคิดเห็น •