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TORRENT DETAILS
Udemy - Support Vector Machines For Classification - Machine Learning
TORRENT SUMMARY
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Learn to apply Support Vector Machines for Classification from a Data Science expert. Code templates included.
What you'll learn
Master Support Vector Machines for Classification in Python
Become an advanced, confident, and modern data scientist from scratch
Become job-ready by understanding how Support Vector Machines really work behind the scenes
Apply robust Data Science techniques for Support Vector Machines
How to think and work like a data scientist: problem-solving, researching, workflows
Get fast and friendly support in the Q&A area
Requirements
No data science experience is necessary to take this course.
Any computer and OS will work — Windows, macOS or Linux. We will set up your code environment in the course.
Description
You’ve just stumbled upon the most complete, in-depth Support Vector Machines for Classification 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 SVM to be able to create your own projects quickly.
...this complete Support Vector Machines for Classification Masterclass is the course you need to do all of this, and more.
This course is designed to give you the Support Vector Machine skills you need to become a data science expert. By the end of the course, you will understand the SVM method extremely well and be able to apply it in your own data science projects and be productive as a computer scientist and developer.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Code Environment Setup/1. Google Colab for Programming in Python.mp4
9.7 MB
~Get Your Files Here !/1. Code Environment Setup/1. Google Colab for Programming in Python.srt
3.4 KB
~Get Your Files Here !/1. Code Environment Setup/1.1 Google Colab for Programming in Python.pdf
577.8 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/1. Introduction to the Dataset.mp4
41.9 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/1. Introduction to the Dataset.srt
12 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/1.1 Introduction to the Dataset.pdf
492 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/1.2 Introduction_to_the_Dataset.ipynb
5.3 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/1.3 labels.original
36.1 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/1.4 text.original
7.2 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/2. Partition of the Dataset.mp4
92.8 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/2. Partition of the Dataset.srt
16.8 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/2.1 Partition of the Dataset.pdf
542.9 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/2.2 Partition_of_the_Dataset.ipynb
11.3 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/3. Transformation to Data Matrix.mp4
148.6 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/3. Transformation to Data Matrix.srt
30.2 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/3.1 Transformation to Data Matrix.pdf
777.4 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/3.2 Transformation_to_Data_Matrix.ipynb
344.4 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/4. Dimensionality Reduction.mp4
121.4 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/4. Dimensionality Reduction.srt
24.7 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/4.1 Dimensionality Reduction.pdf
609.5 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/4.2 Dimensionality_Reduction.ipynb
568.7 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/5. Support Vector Machine - Linear Kernel.mp4
176.3 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/5. Support Vector Machine - Linear Kernel.srt
39.5 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/5.1 Support Vector Machine - Linear Kernel.pdf
742.1 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/5.2 SVM_with_Linear_Kernel.ipynb
682.4 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/6. Support Vector Machines - Polynomial Kernels.mp4
136.8 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/6. Support Vector Machines - Polynomial Kernels.srt
25.5 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/6.1 Support Vector Machine - Polynomial Kernels.pdf
742.4 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/6.2 SVM_with_Polynomial_Kernels.ipynb
785.7 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/7. Support Vector Machine - Radial Basis Function (RBF) Kernel.mp4
76.5 MB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/7. Support Vector Machine - Radial Basis Function (RBF) Kernel.srt
12.2 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/7.1 Support Vector Machine - RBF Kernel.pdf
743.1 KB
~Get Your Files Here !/2. Support Vector Machines - Data Science Project/7.2 SVM_with_RBF_Kernel.ipynb
