Python Pandas Data Crash Course 2024 Learn by Doing.
- Description
- Curriculum
- FAQ
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The most important part of data science is understanding the data that is available to data scientists. You will only be able to achieve the best outcomes if you have the correct knowledge of data and the appropriate data for the task at hand. The analysis, Visualization, and manipulation of data are all very important in Data Science.
Everything about machine learning and data science is made exceedingly simple with Python. We may easily achieve any desired action by utilizing some of the top libraries available in Python. Pandas is one such package that allows us to examine and manipulate data in order to reduce the complexity and speed up the problem-solving process.
One of the best features available in Python for data analysis operations is the Pandas library. You are capable of doing a wide range of jobs with ease. In this course, we’ll look at the various sorts of operations that every data scientist must employ in order to complete a project with the least amount of resources while reaching the maximum level of efficiency.
What you will learn in this course ?
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Learn Python by doing Examples step by step.
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In this course you will learn how to Install Python 3.
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In this course you will learn how to use python IDLE.
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In this course you will learn how to choose Python IDE to learn coding.
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In this course you will learn how to Install Anaconda for Python coding.
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In this course you will learn how to use Online Jupyter for Python Programming.
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In this course you will learn how to use Python IDLE.
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In this course you will learn how What the difference between Variables & Operators in Python.
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In this course you will learn Operators Types in Python.
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In this course you will learn Python Data Types.
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In this course you will learn String Functions & entries in Python.
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In this course you will learn how to use Input String Function in Python.
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In this course you will learn Python Data Structures.
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In this course you will learn how to create Lists & lists operations in Python.
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In this course you will learn how to create Dictionaries & Dictionaries operations in Python .
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In this course you will learn how to create Tuples & Tuples operations in Python.
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In this course you will learn and when to use For Loop in Python. to create Sets & Sets operations in Python.
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In this course you will learn how and when to use Control Flow and Loops in Python.
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In this course you will learn IF Statement and control flow in Python.
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In this course you will learn how and when to use For Loop in Python.
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In this course you will learn how and when to use While Loop in Python.
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In this course you will learn how to Handle Errors in your Python programs.
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In this course you will learn how and when to use Python Functions.
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In this course you will learn how and when to create functions in Python.
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In this course you will learn how and when to use Lambda Expression in Python.
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In this course you will learn how to create and use to Python Modules.
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Lear how to use Python to open files.
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Learn Data Analysis Process step by step.
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Learn coding in Python Pandas Library Methods in this course.
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Learn coding in Python Pandas Library Data Analysis in this course.
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Learn coding in Python Pandas Library Data Visualization in this course.
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6Understanding Python Data Structure Wrap upVideo lesson
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7String Functions in Python Part 1Video lesson
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8String Functions in Python Part 2Video lesson
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9String Functions in Python Part 3Video lesson
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10String Functions in Python Part 4Video lesson
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11String Functions in Python Part 5Video lesson
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12ListsVideo lesson
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13TuplesVideo lesson
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14SetsVideo lesson
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15DictionariesVideo lesson
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16Control Flow IFVideo lesson
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17For Loop Part 1Video lesson
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18For Loop Part 2Video lesson
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19While Loop Part 1Video lesson
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20While Loop Part 2Video lesson
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21While Loop Best PracticesVideo lesson
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22Error Handling in Python.Video lesson
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23Introduction to Functions in Python.Video lesson
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24Functions in Python and Arguments.Video lesson
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25Functions and Recursion.Video lesson
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26Function Tips & Tricks Functions Decorators and Higher Order Functions.Video lesson
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27Functions Tips & Tricks Lambda Functions.Video lesson
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28Functions Tips & Tricks Functions Caching & Memoization.Video lesson
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29Files and Modules in Python.Video lesson
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30Python Basics Warp UpText lesson
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31Creating Simple Class.Video lesson
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32Overviewing Constructor.Video lesson
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33Learning How to creating Dunder Methods?Video lesson
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34Learning about Inheritance.Video lesson
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35Knowing What is the Encapsulation?Video lesson
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36Learning also about Multiple Inheritance.Video lesson
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37Knowing What is the Overriding?Video lesson
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38Learning about Decorators.Video lesson
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39Learning How to use Build-in Decorators?Video lesson
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41SQL PostgreSQL Down and installVideo lesson
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42Database CreationVideo lesson
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43Database RestoreVideo lesson
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44Installing Jupyter Lab & PandasVideo lesson
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45Using Python Pandas Package to load PostgreSQL the Data Output fileVideo lesson
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46Fetchmany and FetchallVideo lesson
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47Querying Using Python PanadasVideo lesson
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48Pandas methods and functionsVideo lesson
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49Visualizing DataVideo lesson
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50Pandas Data AnalysisVideo lesson
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51Sampling ErrorVideo lesson

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