Python Programming for Data Science

Hands on to the most powerful language.

Instructed by Saheb Singh

  • We will be gaining hands on Basic Python programming.
  • We will be able to work with all the Datatypes, Packages and Graphs.

In this course, we will be learning :

PYTHON FUNDAMENTALS where we Gain the knowledge of core concepts of Python including operators, variables and Data Types and learn to store, access and manipulate data in lists.

FUNCTIONS AND PACKAGES where we Gain a knowledge of the basics of functions, methods and Packages.

NumPy where we Make a step towards Data Science and go deep into Python by learning the basics of the NumPy array.

 

Happy learning !

  • No prior knowledge is required in this course as we will be covering everything from the basics.
  • Those who want to step into Data Science Domain specially into Machine Learning and Deep Learning.
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Section 1 : PYTHON FUNDAMENTALS

  • Lecture 1 :
  • Introduction to Python in Data Science Preview
  • Lecture 2 :
  • Arithmetic Functions
  • Lecture 3 :
  • Defining, Storing Variables and Datatypes
  • Lecture 4 :
  • Working with Data Types
  • Lecture 5 :
  • PRACTICE
  • Lecture 6 :
  • Introduction to LISTS
  • Lecture 7 :
  • Accessing List Values
  • Lecture 8 :
  • SLICING
  • Lecture 9 :
  • Sub-Setting Lists
  • Lecture 10 :
  • Advanced List Operations

Section 2 : FUNCTIONS AND PACKAGES

  • Lecture 1 :
  • Built in Functions 1.1
  • Lecture 2 :
  • Built in Functions 1.2
  • Lecture 3 :
  • Function Arguments 1.1
  • Lecture 4 :
  • Function Arguments 1.2
  • Lecture 5 :
  • Introduction to String Methods 1.1
  • Lecture 6 :
  • Introduction to String Methods 1.2
  • Lecture 7 :
  • Introduction to String Methods 1.3

Section 3 : NumPy

  • Lecture 1 :
  • Importing Python Packages
  • Lecture 2 :
  • Introduction to NumPy Arrays
  • Lecture 3 :
  • Subsetting and Comparing Arrays 1.1
  • Lecture 4 :
  • Subsetting and Comparing Arrays 1.2

Saheb Singh,

Hello guys, How are you all doing? So a quick introduction of me, well I am a Big Data Expert and Data Scientist, I have 3 years of experience on these domain in companies as well as a trainer. My teaching method is completely different than others like I am not a slide reader, I use analogies and examples a lot to explain things and mostly try to be practical which you'll see in the course. Hope to see you all in the lectures, Good Luck!
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