Advanced Unsupervised Machine Learning With Python By Spotle.ai
This Spotle.ai Masterclass helps you become a machine learning expert.
Machine Learning,Data Science and AI ML,Python,Artificial Intelligence
Lectures -16
Duration -1.5 hours
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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
- 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
- Basic Python programming skills will be a plus. We will help you learn from scratch.
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction
5 Lectures
-
Introduction 01:21 01:21
-
Introduction To Unsupervised Machine Learning 05:22 05:22
-
Recap - Supervised Machine Learning 04:57 04:57
-
Introduction To Semi-supervised Learning 03:40 03:40
-
Comparison Between Supervised And Unsupervised Learning 02:38 02:38
Introduction To Cluster Analysis
1 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
K-means Clustering With Python
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Hierarchical Clustering With Case Study
4 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Understanding Principal Component Analysis
1 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Understanding Factor Analysis
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
BONUS - Reinforcement Learning
1 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Instructor Details
![Spotle Learn](https://www.tutorialspoint.com/assets/profiles/381096/profile/200_782238-1632854100.png)
Spotle Learn
Spotle Learn provides career ready courses in Artificial Intelligence, Data Science, Programming, Cloud Computing, IoT, Blockchain, AR and VR, Astronomy and Astrophysics and other in-demand skill areas. We have trained and certified over 100,000 people. Students from 2500 college campuses and leading corporates learn on Spotle to meet their career goals.
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