Locally Linear Embedding: Data Science in Python

Learn to apply LLE from a Data Science expert. Code templates included.

4.50 (2 reviews)
Udemy
platform
English
language
Data Science
category
instructor
861
students
2 hours
content
Jan 2024
last update
$27.99
regular price

What you will learn

Master Locally Linear Embedding in Python

Become an advanced, confident, and modern data scientist from scratch

Become job-ready by understanding how LLE really works behind the scenes

Apply robust Data Science techniques for Locally Linear Embedding

How to think and work like a data scientist: problem-solving, researching, workflows

Get fast and friendly support in the Q&A area

Description

You’ve just stumbled upon the complete, in-depth Locally Linear Embedding course online.

Whether you want to:

- build the skills you need to get your first data science job

- move to a more senior software developer position

- become a computer scientist mastering in data science

- or just learn LLE to be able to create your own projects quickly.

...this complete Locally Linear Embedding Masterclass is the course you need to do all of this, and more.


This course is designed to give you the LLE skills you need to become a data science expert. By the end of the course, you will understand Locally Linear Embedding extremely well and be able to use the techniques on your own projects and be productive as a computer scientist and data analyst.


What makes this course a bestseller?

Like you, thousands of others were frustrated and fed up with fragmented Youtube tutorials or incomplete or outdated courses which assume you already know a bunch of stuff, as well as thick, college-like textbooks able to send even the most caffeine-fuelled coder to sleep.

Like you, they were tired of low-quality lessons, poorly explained topics, and confusing info presented in the wrong way. That’s why so many find success in this complete Locally Linear Embedding course. It’s designed with simplicity and seamless progression in mind through its content.

This course assumes no previous data science experience and takes you from absolute beginner core concepts. You will learn the core dimensionality reduction skills and master the LLE technique. It's a one-stop shop to learn Locally Linear Embedding. If you want to go beyond the core content you can do so at any time.


What if I have questions?

As if this course wasn’t complete enough, I offer full support, answering any questions you have.

This means you’ll never find yourself stuck on one lesson for days on end. With my hand-holding guidance, you’ll progress smoothly through this course without any major roadblocks.


There’s no risk either!

This course comes with a guarantee. Meaning if you are not completely satisfied with the course or your progress, simply let me know and I’ll refund you 100%, every last penny no questions asked.

You either end up with LLE skills, go on to develop great programs and potentially make an awesome career for yourself, or you try the course and simply get all your money back if you don’t like it…

You literally can’t lose.


Moreover, the course is packed with practical exercises that are based on real-life case studies. So not only will you learn the theory, but you will also get lots of hands-on practice building your own models.

And as a bonus, this course includes Python code templates which you can download and use on your own projects.


Ready to get started, developer?

Enroll now using the “Add to Cart” button on the right, and get started on your way to creative, advanced LLE brilliance. Or, take this course for a free spin using the preview feature, so you know you’re 100% certain this course is for you.

See you on the inside (hurry, LLE is waiting!)

Content

Code Environment Setup

Google Colab for Programming in Python

Locally Linear Embedding - Data Science Project

Introduction to LLE
Locally Linear Embedding Algorithm
Introduction to the Dataset
Using LLE
LLE with 3 Dimensions

Screenshots

Locally Linear Embedding: Data Science in Python - Screenshot_01Locally Linear Embedding: Data Science in Python - Screenshot_02Locally Linear Embedding: Data Science in Python - Screenshot_03Locally Linear Embedding: Data Science in Python - Screenshot_04

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5109306
udemy ID
1/24/2023
course created date
1/28/2023
course indexed date
Bot
course submited by