Machine Learning and Data Science using Python

4.4 ★★★★ ★

Machine Learning and Data Science using Python

Name: Machine Learning and Data Science using Python
Rating: 4.4 (346 reviews)
Author: Digital Disruption Pte Ltd

Skill-up to Scale-up

updated on icon Updated on Jul, 2024

language icon Language - English

person icon Digital Disruption Pte Ltd

English [CC]

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

Lectures -32

Duration -1.5 hours

4.4 ★★★★ ★

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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.

B.Regards,

Chief Executive Officer

DIGITAL DISRUPTION PTE. LTD.

68 CIRCULAR ROAD

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SINGAPORE - 049422

Goals

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

Prerequisites

No programming experience is needed.

Machine Learning and Data Science using Python

Curriculum

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

Machine Learning and Data Science using Python
32 Lectures

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

Instructor Details

Digital Disruption Pte Ltd

Course Certificate

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