Advanced Unsupervised Machine Learning With Python By Spotle.ai
This Spotle.ai Masterclass helps you become a machine learning expert.
Updated on Apr, 2024
Language - English
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
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.
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
K-means Clustering With Python
2 Lectures
Hierarchical Clustering With Case Study
4 Lectures
Understanding Principal Component Analysis
1 Lectures
Understanding Factor Analysis
2 Lectures
BONUS - Reinforcement Learning
1 Lectures
Instructor Details
Spotle Learn
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