Machine Learning and Data Science using Python

person icon Digital Disruption Pte Ltd

Machine Learning and Data Science using Python

Skill-up to Scale-up

updated on icon Updated on Nov, 2023

language icon Language - English

person icon Digital Disruption Pte Ltd

architecture icon Python,Machine Learning,Data Science and AI ML,Development

Lectures -32

Duration -1.5 hours


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Course Description

You are not alone. Digital Disruption experts are here to help you to build your career in the Machine Learning, Deep Learning and  Data Science.

A good beginning is the half of the success you have achieved half the success by enrolling to our course, rest half is consistent learning after that great beginning. We are committed to excel in providing good beginning and consistent learning to our learners.

Skill-up to Scale-up. Start with our incredible course. Wish you all the very best for your future endeavors. 

Voyage continues in the learning of excellence. Happy learning.



Chief Executive Officer




SINGAPORE - 049422


What will you learn in this course:

  • Introduction to Python

  • Data Structures in Python

  • Control Structures and Functions

  • Python for Data Science

  • Introduction to NumPy

  • Operations on NumPy Arrays

  • Introduction to Pandas

  • Getting and Cleaning Data

  • Data Visualisation in Python

  • Introduction to Data Visualisation

  • Basics of Visualisation

  • Plotting Data Distributions

  • Plotting Categorical and Time-Series Data


What are the prerequisites for this course?

  • No programming experience is needed.

Machine Learning and Data Science using Python


Check out the detailed breakdown of what’s inside the course

Machine Learning and Data Science using Python
32 Lectures
  • play icon ML and AI Pre Program Basics Index 03:10 03:10
  • play icon Welcome to the Pre Program Preparatory Content 04:26 04:26
  • play icon Introduction to Python 00:42 00:42
  • play icon Anaconda Installation 05:39 05:39
  • play icon Jupyter Notebook Introductory Session Shortcuts 06:14 06:14
  • play icon Data Structures 04:08 04:08
  • play icon Python Code Introduction DataTypes 03:00 03:00
  • play icon Python Code Lists 05:16 05:16
  • play icon Python Code Tuples 01:23 01:23
  • play icon Python Code Dictionaries 03:23 03:23
  • play icon Python Code Sets 01:16 01:16
  • play icon Control Structures and Functions 04:41 04:41
  • play icon Python Code IfElse 01:50 01:50
  • play icon Python Code Looping 02:10 02:10
  • play icon Python Code Comprehensions 02:03 02:03
  • play icon Python Code Functions 01:44 01:44
  • play icon Python Code Map, Reduce and Filter 01:16 01:16
  • play icon Introduction to Numpy 03:12 03:12
  • play icon Python Code NumPy Basics 10:27 10:27
  • play icon Operations on Numpy arrays 03:17 03:17
  • play icon Python Code Operations on Numpy Arrays 04:13 04:13
  • play icon Introduction to pandas 03:02 03:02
  • play icon Getting and cleaning data 06:32 06:32
  • play icon Vectors and Vector spaces 05:03 05:03
  • play icon Linear Transformations And Matrices 02:42 02:42
  • play icon Eigen values and Eigen vectors 03:41 03:41
  • play icon Multivariable Calculus 04:41 04:41
  • play icon Introduction to data visualisation 03:14 03:14
  • play icon Basics of Visualisation 03:51 03:51
  • play icon Plotting data distributions 04:13 04:13
  • play icon Plotting Categorical and Time Series Data 02:54 02:54
  • play icon Summary 03:06 03:06

Instructor Details

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Digital Disruption Pte Ltd

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