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Python

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Course type: Online Instructor led Course

Platform: gotomeeting, webex

Course ID: 45094

Course type: Online Instructor led Course

Platform: gotomeeting, webex

Students Interested 0 (Seats Left 0)

No Reviews Yet

About the Course

Introduction:


History


Difference between Programming and scripting


Features


Installation of Python on Windows and UNIX machines


Setting up path


Simple hello world program


Variables


Data types


Data structures (List, tuple, dictionaries, sets and arrays)


 Operations on strings


Operators


Input and output statements:


Print


Raw_input and input (for both 2.x and 3.x)


Conditional Statements:


If


If-else


Nested if-else


Loops and control statements:


For


While


Nested loops


Break


Continue


Pass


Functions


Defining a function


Calling a function


Types of functions


Function Arguments


Scope of the variable (global and local)


Modules:


Definition


Creating modules


Importing modules


Usage of modules(os, sys, subprocess, random json, yaml)


Reading xml files


Exception Handling:


Definition


Exception Handling ( try except and try finally)


Regular expressions:


Match


Search


Find


Findall


Finditer


Replace


Split


Oops concepts:


Class and object


Inheritance


Data hiding


Data abstraction


Working with Database and OS(Windows and Unix):


Connecting to Data base


Executing DB queries


Executing tasks of Unix and winnows using python


 



  • Linear algebra: Simple linear algebra.

  • Programming: I learnt programming at the same time as I was teaching myself ML, so programming skills can start from zero to proficient.

  • Calculus: Some differential calculus.


Alright. We have a handle on Python programming and understand a bit about machine learning. Beyond Python there are a number of open source libraries generally used to facilitate practical machine learning. In general, these are the main so-called scientific Python libraries we put to use when performing elementary machine learning tasks (there is clearly subjectivity in this)

Date and Time

Not decided yet.

About the Trainer

4.82 Avg Rating

28 Reviews

30 Students

3 Courses

Kumar

BTech

Trainer Having 8+ years of experience.

Reviews

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