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CoursesProgramming LanguagePython Training
  • Introduction 0/10

    • Lecture1.1
      Overview of Python
    • Lecture1.2
      Companies using Python
    • Lecture1.3
      Other applications in which Python is used
    • Lecture1.4
      Discuss Python Scripts on UNIX/Windows
    • Lecture1.5
      Values, Types, Variables
    • Lecture1.6
      Operands and Expressions
    • Lecture1.7
      Conditional Statements
    • Lecture1.8
      Loops
    • Lecture1.9
      Command Line Arguments
    • Lecture1.10
      Writing to the screen
  • Squences and File Operation 0/7

    • Lecture2.1
      Python files I/O Functions
    • Lecture2.2
      Numbers
    • Lecture2.3
      Strings and related operations
    • Lecture2.4
      Tuples and related operations
    • Lecture2.5
      Lists and related operations
    • Lecture2.6
      Dictionaries and related operations
    • Lecture2.7
      Sets and related operations
  • Deep Dive - Functions, OOPs, Modules, Errors & Exceptions 0/13

    • Lecture3.1
      Functions
    • Lecture3.2
      Function Parameters
    • Lecture3.3
      Global variables
    • Lecture3.4
      Variable scope and Returning Values
    • Lecture3.5
      Lambda Functions
    • Lecture3.6
      Object Oriented Concepts
    • Lecture3.7
      Standard Libraries
    • Lecture3.8
      Modules Used in Python
    • Lecture3.9
      The Import statements
    • Lecture3.10
      Module search path
    • Lecture3.11
      Package installation ways
    • Lecture3.12
      Errors and Exception Handling
    • Lecture3.13
      Handling multiple exceptions
  • Introduction to NumPy & Pandas 0/6

    • Lecture4.1
      NumPy – arrays
    • Lecture4.2
      Operations on arrays
    • Lecture4.3
      Indexing slicing and iterating
    • Lecture4.4
      Reading and writing arrays on files
    • Lecture4.5
      Pandas – data structures & index operations
    • Lecture4.6
      Reading and Writing data from Excel/CSV formats into Pandas
  • Data Vizualisation 0/5

    • Lecture5.1
      matplotlib library
    • Lecture5.2
      Grids, axes, plots
    • Lecture5.3
      Markers, colours, fonts and styling
    • Lecture5.4
      Types of plots – bar graphs, pie charts, histograms
    • Lecture5.5
      Contour plots
  • Data Manipulation 0/6

    • Lecture6.1
      Basic Functionalities of a data object
    • Lecture6.2
      Merging of Data objects
    • Lecture6.3
      Concatenation of data objects
    • Lecture6.4
      Types of Joins on data objects
    • Lecture6.5
      Exploring a Dataset
    • Lecture6.6
      Analyzing a dataset
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