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Advanced Unsupervised Machine Learning With Python By Spotle.ai

person icon Spotle Learn

4.4

Advanced Unsupervised Machine Learning With Python By Spotle.ai

This Spotle.ai Masterclass helps you become a machine learning expert.

updated on icon Updated on May, 2024

language icon Language - English

person icon Spotle Learn

English [CC]

category icon Machine Learning,Data Science and AI ML,Python,Artificial Intelligence

Lectures -16

Duration -1.5 hours

4.4

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Course Description

Machine learning and Python have become key industry drivers in the global job and opportunity market. This Spotle.ai Masterclass, designed and delivered by the industry experts and Ivy League academic leaders, will help you become a machine learning expert. You will learn the subject with lots of applications and coding using Python programming language in real life business scenarios. 

We understand the value of your time. All Spotle.ai courses are compact and to the point. So that you can learn quickly and give more time to applications building. Get ready for the experiential learning.

Goals

What will you learn in this course:

  • Cluster analysis and different clustering techniques
  • K-means clustering and Hierarchical clustering
  • Principal Component Analysis and Factor Analysis as BONUS
  • How and when to choose the right set of algorithms in real life problems.

Prerequisites

What are the prerequisites for this course?

  • Basic Python programming skills will be a plus. We will help you learn from scratch.
Advanced Unsupervised Machine Learning With Python By Spotle.ai

Curriculum

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

Introduction
5 Lectures
  • play icon Introduction 01:21 01:21
  • play icon Introduction To Unsupervised Machine Learning 05:22 05:22
  • play icon Recap - Supervised Machine Learning 04:57 04:57
  • play icon Introduction To Semi-supervised Learning 03:40 03:40
  • play icon Comparison Between Supervised And Unsupervised Learning 02:38 02:38
Introduction To Cluster Analysis
1 Lectures
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K-means Clustering With Python
2 Lectures
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Hierarchical Clustering With Case Study
4 Lectures
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Understanding Principal Component Analysis
1 Lectures
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Understanding Factor Analysis
2 Lectures
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BONUS - Reinforcement Learning
1 Lectures
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Instructor Details

Spotle Learn

Spotle Learn


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