Machine Learning using Python

Machine Learning using Python

Learn all about algorithms from the industry experts and become a machine learning prodigy.
4.6
300+
Enrollments
8 week
Avg. Completion Time
Created by experts from
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₹38,110
Objective of this course

Learn to shape the future of our world by becoming a Machine Learning Whizz from the scratch. Right from linear and logistic regression, to understanding the math hidden behind building face/ speech detention, or to building self-driven cars, we will train you! Gather how organizations are harnessing the power of ML to propel their businesses and how ML is becoming an integral part of our daily lives.

  • Build a solid foundation of the core math behind the Linear and logistic regression.
  • Learn and deploy machine learning algorithms from scratch using real-world datasets
  • Learn tips and tricks to evaluate and improve the efficiency of machine learning algorithms

 

Syllabus for this course

Chapter

1

Introduction to Machine Learning

Master machine learning fundamentals and learn various algorithms and their real-life applications in various industries -eCommerce, entertainment, automation, and more.

0h 30m

Introduction to Machine Learning

Master machine learning fundamentals and learn various algorithms and their real-life applications in various industries -eCommerce, entertainment, automation, and more.


3 Video

1 Quiz

Chapter

2

Data pre-processing using Python

Learn the various steps required to clean the data through wrangling, Null imputing, standardization/normalization, and more.

1h

Data pre-processing using Python

Learn the various steps required to clean the data through wrangling, Null imputing, standardization/normalization, and more.


1 Video

1 Quiz

1 Assessment

Chapter

3

Simple Linear regression - Principles and working

Learn the principle and maths behind linear regression. Imbibe how to increase the accuracy of the model by understanding different error terms in prediction

1h

Simple Linear regression - Principles and working

Learn the principle and maths behind linear regression. Imbibe how to increase the accuracy of the model by understanding different error terms in prediction


5 Video

2 Quiz

Chapter

4

Implementation of Simple linear regression using Python

Learn how to implement linear regression on a real-time house price prediction using Python

1h 15m

Implementation of Simple linear regression using Python

Learn how to implement linear regression on a real-time house price prediction using Python


3 Video

1 Quiz

1 Assessment

Chapter

5

Multiple Linear regression - Principles and implementation

Understand the relationship between multiple explanatory variables and a response variable by fitting a linear equation to observed data. Implement your learnings in a real-life case.

0h 45m

Multiple Linear regression - Principles and implementation

Understand the relationship between multiple explanatory variables and a response variable by fitting a linear equation to observed data. Implement your learnings in a real-life case.


2 Video

1 Quiz

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Testimonials

Anshul Gupta

Anshul Gupta

Flipkart

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