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Locally Linear Embedding: Data Science in Python

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Lucas Bazilio

1:15:25

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  • 1.1 Google Colab for Programming in Python.pdf
  • 1. Google Colab for Programming in Python.mp4
    02:52
  • 1.1 Introduction to LLE.pdf
  • 1. Introduction to LLE.mp4
    02:59
  • 2.1 Locally Linear Embedding Algorithm.pdf
  • 2. Locally Linear Embedding Algorithm.mp4
    03:39
  • 3.1 crabs.csv
  • 3.2 Introduction to the Dataset.pdf
  • 3.3 introduction to the dataset.zip
  • 3. Introduction to the Dataset.mp4
    14:38
  • 4.1 Using LLE.pdf
  • 4.2 using locally linear embedding.zip
  • 4. Using LLE.mp4
    27:39
  • 5.1 LLE with 3 Dimensions.pdf
  • 5.2 lle with 3 dimensions.zip
  • 5. LLE with 3 Dimensions.mp4
    23:38
  • Description


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

    What You'll 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

    Who is this for?


  • Any people who want to start learning LLE in Data Science
  • Anyone interested in Machine Learning
  • Anyone who want to understand how to apply LLE in datasets using Python
  • More details


    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!)

    Who this course is for:

    • Any people who want to start learning LLE in Data Science
    • Anyone interested in Machine Learning
    • Anyone who want to understand how to apply LLE in datasets using Python

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    Lucas Bazilio
    Lucas Bazilio
    Instructor's Courses
    [ENGLISH]Lucas is an expert in mathematics and computer science who from a very young age showed a great passion for teaching.He currently has more than 10 years of experience as a science and technology instructor. He is a specialist in Algorithms, Discrete Mathematics, Artificial Intelligence, Machine Language, among other topics.Lucas is doing research at the prestigious Polytechnic University of Catalonia UPC in Barcelona.Throughout his life, he has given multiple lectures at universities and organizations on the teaching of mathematics.[SPANISH]Lucas es un experto en matemáticas y ciencias de la computación que desde muy pequeño mostró una gran pasión por la enseñanza.Actualmente cuenta con más de 10 años de experiencia siendo instructor de ciencias y tecnología. Es especialista en Algoritmos, Matemática Discreta, Inteligencia Artificial, Lenguaje Máquina, entre otros temas.Lucas se encuentra investigando en la prestigiosa Universidad Politécnica de Cataluña UPC en Barcelona.A lo largo de su vida, ha dado múltiples conferencias en universidades y organizaciones sobre la enseñanza de las matemáticas.
    Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.
    • language english
    • Training sessions 6
    • duration 1:15:25
    • English subtitles has
    • Release Date 2023/05/17