Python for Machine Learning - Part 1

A Prerequisite to Learn Machine Learning

Beginner 4.2(422 Ratings) 22,549 Students enrolled
Created by Arunachala Damodar Last updated 07/2019 English ["English [Auto-generated]"]
What will i learn?
  • Python Programming for Machine Learning

Curriculum for this course
37 Lectures 02:36:28
Introduction
3 Lectures 00:12:26
  • Introduction 00:00:39
  • Installation of Anaconda 00:05:21
  • Jupyter Notebook Basics 00:06:26
  • Arithmetic Operators 00:10:15
  • Comparison or Relational Operators 00:05:01
  • Logical or Boolean Operators 00:03:29
  • Bitwise Operators 00:10:22
  • Assignment Operators 00:07:08
  • Special Operators 00:03:51
  • Math using 'math' library 00:03:41
  • Variables 00:01:12
  • Data Types 00:04:51
  • Typecasting 00:01:40
  • Booleans 00:03:39
  • Strings 00:06:33
  • Special Characters in a String !!! 00:01:47
  • How to Split and Strip a String ??? 00:05:42
  • Introduction to Lists 00:06:01
  • Lists Slicing and Reverse Order !!! 00:03:31
  • Kinds of Lists 00:01:38
  • Concatenate Strings Using join() 00:01:12
  • How to add two Lists ??? 00:01:33
  • Introduction to Dictionary 00:04:02
  • Dictionary & It's Methods 00:05:49
  • Nested Dictionary 00:02:31
  • Create Dictionary using zip() 00:02:07
  • Tuples 00:01:24
  • Sets 00:03:46
  • if...elif....else 00:06:00
  • while loop 00:06:02
  • range() method 00:01:09
  • for loop 00:03:16
  • Reserve Keywords 00:01:52
  • Builtin Functions 00:05:28
  • User Defined Functions 00:05:48
  • Anonymous or Lambda Functions 00:04:21
  • File IO Operations 00:07:21
Requirements
  • Some basic knowledge in Programming concepts like Writing Conditional Statements, Loops, etc.,
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Description

Python Programming Concepts like

     - Operators

     - Math Library

     - Variables

     - Dynamic Types

     - Data Types

    - Type Casting

    - Data Types Changes

    - Strings

    - Boolean

    - Special Characters in a String

    - Split and Strip Methods

    -  Introduction to Lists

    - Lists Slicing

    - Lists - Builtin Functions

    - String and Boolean Lists

    - Concatenate Strings Using Join Method

    - Mixed Lists

   -  Add Two Lists

   -  Nested Lists

   -  Introduction to Dictionary

   -  Dictionary & It's Methods

   -  Nested Dictionary

   -  Create Dictionary using Zip Method

   -  Sets

   -  Tuples

   - If...Else..If Condition

   - While Loop

   -  Range Method

   -  ...........Lot More...

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About the instructor
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  • 1 Courses
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SQL Server DBA And a Freelance Trainer
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