Python for Machine Learning - Part 1

A Prerequisite to Learn Machine Learning
Rating: 4.1 out of 5 (463 ratings)
24,106 students
Python for Machine Learning - Part 1
Rating: 4.1 out of 5 (463 ratings)
24,106 students
Python Programming for Machine Learning

Requirements

  • Some basic knowledge in Programming concepts like Writing Conditional Statements, Loops, etc.,
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...

Who this course is for:
  • Students, who want to learn Python Programming to get into Data Science or Machine Learning
Course content
2 sections • 37 lectures • 2h 36m total length
  • Introduction
    00:39
  • Installation of Anaconda
    05:21
  • Jupyter Notebook Basics
    06:26
  • Arithmetic Operators
    10:15
  • Comparison or Relational Operators
    05:01
  • Logical or Boolean Operators
    03:29
  • Bitwise Operators
    10:22
  • Assignment Operators
    07:08
  • Special Operators
    03:51
  • Math using 'math' library
    03:41
  • Variables
    01:12
  • Data Types
    04:51
  • Typecasting
    01:40
  • Booleans
    03:39
  • Strings
    06:33
  • Special Characters in a String !!!
    01:47
  • How to Split and Strip a String ???
    05:42
  • Introduction to Lists
    06:01
  • Lists Slicing and Reverse Order !!!
    03:31
  • Kinds of Lists
    01:38
  • Concatenate Strings Using join()
    01:12
  • How to add two Lists ???
    01:33
  • Introduction to Dictionary
    04:02
  • Dictionary & It's Methods
    05:49
  • Nested Dictionary
    02:31
  • Create Dictionary using zip()
    02:07
  • Tuples
    01:24
  • Sets
    03:46
  • if...elif....else
    06:00
  • while loop
    06:02
  • range() method
    01:09
  • for loop
    03:16
  • Reserve Keywords
    01:52
  • Builtin Functions
    05:28
  • User Defined Functions
    05:48
  • Anonymous or Lambda Functions
    04:21
  • File IO Operations
    07:21

Instructor
SQL Server DBA And a Freelance Trainer
Arunachala Damodar
  • 4.1 Instructor Rating
  • 480 Reviews
  • 24,527 Students
  • 3 Courses

I am a SQL Server DBA and Machine Learning Engineer by profession.

I have 10+ years of experience in IT industry.

I have expertise in various Video Editing tools like Camtasia, ActivePresenter, etc.,

I am a Web Developer too. (JavaScript Full Stack)

I have been involved in lot of Automation stuff related to SQL Server.