Udemy - The Complete Machine Learning Course: From Zero to Expert! [FCS]

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size9.3 GB
  • Uploaded Byfcs0310
  • Downloads31
  • Last checkedMar. 11th '23
  • Date uploadedMar. 11th '23
  • Seeders 10
  • Leechers18
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Infohash : 0E1489C4E5ACDB0C3388C3736E1905F0EE253561

Udemy - The Complete Machine Learning Course: From Zero to Expert! [FCS]

Learn Machine Learning in Python from scratch. Everything you need to get the job you want! Code templates included.

Created by Lucas Bazilio
Last updated 2/2023
English
English [Auto]

TO GET DIRECT DOWNLOAD LINKS OR GOOGLE DRIVE LINKS VISIT OUR WEBSITE
FOR MORE PREMIUM UDEMY COURSES VISIT: https://freecoursesite.com

Files:

[FreeCourseSite.com] Udemy - The Complete Machine Learning Course From Zero to Expert! 0. Websites you may like
  • [CourseClub.Me].url (0.1 KB)
  • [FreeCourseSite.com].url (0.1 KB)
  • [GigaCourse.Com].url (0.0 KB)
1 - Code Environment Setup
  • 1 - Google Colab for Programming in Python.mp4 (9.6 MB)
  • 1 - Google-Colab-for-Programming-in-Python.pdf (577.8 KB)
10 - Linear Regression
  • 33 - Introduction to the Dataset.mp4 (99.7 MB)
  • 33 - Introduction-to-the-Dataset.ipynb (15.5 KB)
  • 33 - Introduction-to-the-Dataset.pdf (173.7 KB)
  • 33 - LifeExpectancy.csv (367.2 KB)
  • 34 - Preprocessing.ipynb (31.3 KB)
  • 34 - Preprocessing.mp4 (159.5 MB)
  • 34 - Preprocessing.pdf (169.0 KB)
  • 35 - Linear Regression.mp4 (222.7 MB)
  • 35 - Linear-Regression.ipynb (303.5 KB)
  • 35 - Linear-Regression.pdf (167.9 KB)
  • 36 - Metrics.ipynb (316.6 KB)
  • 36 - Metrics.mp4 (96.9 MB)
  • 36 - Metrics.pdf (162.4 KB)
  • 37 - Cross Validation.mp4 (155.6 MB)
  • 37 - Cross-Validation.ipynb (327.3 KB)
  • 37 - Cross-Validation.pdf (245.1 KB)
11 - Ridge Regression
  • 38 - Ridge Regression and Cross Validation.mp4 (325.2 MB)
  • 38 - Ridge-Regression.pdf (186.4 KB)
12 - Lasso Regression
  • 39 - Lasso Regression and Cross Validation.mp4 (128.3 MB)
  • 39 - Lasso-Regression.ipynb (388.0 KB)
  • 39 - Lasso-Regression.pdf (167.2 KB)
13 - Regression Understand the Models
  • 40 - Analysis.mp4 (121.1 MB)
  • 40 - Initial-Analysis.pdf (155.4 KB)
  • 41 - Data Scaling.mp4 (244.6 MB)
  • 41 - Data-Scaling.pdf (160.1 KB)
  • 41 - Scaling-Data.ipynb (582.9 KB)
  • 42 - One-Hot-Encoding.ipynb (617.4 KB)
  • 42 - One-Hot-Encoding.pdf (201.1 KB)
  • 42 - OneHot Encoding.mp4 (176.7 MB)
  • 43 - Regularization.mp4 (170.7 MB)
  • 44 - Final Results.mp4 (81.6 MB)
  • 44 - Final-Results.ipynb (1.2 MB)
  • 44 - Final-Results.pdf (155.1 KB)
  • 44 - LifeExpectancy.csv (367.2 KB)
14 - Classification 0. Websites you may like
  • [CourseClub.Me].url (0.1 KB)
  • [FreeCourseSite.com].url (0.1 KB)
  • [GigaCourse.Com].url (0.0 KB)
  • 45 - Introduction to the Dataset.mp4 (103.3 MB)
  • 45 - Introduction-to-the-Dataset.ipynb (45.8 KB)
  • 45 - Introduction-to-the-Dataset.pdf (193.9 KB)
  • 46 - Partition of the Dataset Train and Test.mp4 (68.6 MB)
  • 46 - Partition-of-Dataset.ipynb (49.5 KB)
  • 46 - Partition-of-the-Dataset.pdf (191.0 KB)
  • 47 - Preprocessing.ipynb (151.0 KB)
  • 47 - Preprocessing.mp4 (163.2 MB)
  • 47 - Preprocessing.pdf (194.8 KB)
  • 48 - Principal Component Analysis.mp4 (80.3 MB)
  • 49 - Linear Discriminant Analysis.mp4 (225.8 MB)
  • 49 - Linear-Discriminant-Analysis.ipynb (331.7 KB)
  • 49 - Linear-Discriminant-Analysis.pdf (315.0 KB)
  • 50 - Naive Bayes Classifier.mp4 (128.9 MB)
  • 50 - Naive-Bayes-Classifier.pdf (314.4 KB)
  • 50 - Naives-Bayes.ipynb (392.1 KB)
  • 51 - Quadratic Classifier.mp4 (76.5 MB)
  • 51 - Quadratic-Classifer.ipynb (443.6 KB)
  • 51 - Quadratic-Classifier.pdf (313.7 KB)
  • 52 - Logistic Regression.mp4 (209.1 MB)
  • 52 - Logistic-Regression.ipynb (550.9 KB)
  • 52 - Logistic-Regression.pdf (313.9 KB)
    • 15 - Support Vector Machines for Regression
    • 53 - Introduction to Support Vector Machines.mp4 (7.5 MB)
    • 54 - Energy.csv (4.3 MB)
    • 54 - Introduction to the Dataset.mp4 (93.8 MB)
    • 54 - Introduction-to-the-Dataset.ipynb (48.4 KB)
    • 54 - Introduction-to-the-Dataset.pdf (362.1 KB)
    • 55 - Partition of the Dataset Target Variable.mp4 (37.0 MB)
    • 55 - Partition-of-the-Dataset-Target-Variable.ipynb (49.4 KB)
    • 55 - Partition-of-the-Dataset-Target-Variable.pdf (424.9 KB)
    • 56 - Partition of the Dataset Time Series Windows.mp4 (120.4 MB)
    • 56 - Partition-of-the-Dataset-Time-Series-Windows.ipynb (52.4 KB)
    • 56 - Partition-of-the-Dataset-Time-Series-Windows.pdf (491.9 KB)
    • 57 - SVM-Linear-Kernel.ipynb (157.0 KB)
    • 57 - Support Vector Machine Linear Kernel.mp4 (194.4 MB)
    • 57 - Support-Vector-Machine-Linear-Kernel.pdf (516.3 KB)
    • 58 - SVM-Polynomial-Kernels.ipynb (257.7 KB)
    • 58 - Support Vector Machines Polynomial Kernels.mp4 (74.6 MB)
    • 58 - Support-Vector-Machine-Polynomial-Kernels.pdf (516.6 KB)
    • 59 - SVM-RBF-Kernel.ipynb (359.8 KB)
    • 59 - Support Vector Machine Radial Basis Function RBF Kernel.mp4 (123.4 MB)
    • 59 - Support-Vector-Machine-RBF-Kernel.pdf (537.8 KB)
    16 - Support Vector Machines for Classification
    • 60 - Introduction to Support Vector Machines.mp4 (6.4 MB)
    • 61 - Introduction to the Dataset.mp4 (41.5 MB)
    • 61 - Introduction-to-the-Dataset.ipynb (5.3 KB)
    • 61 - Introduction-to-the-Dataset.pdf (492.0 KB)
    • 61 - labels (36.1 KB)
    • 61 - text (7.2 MB)
    • 62 - Partition of the Dataset.mp4 (92.3 MB)
    • 62 - Partition-of-the-Dataset.ipynb (11.3 KB)
    • 62 - Partition-of-the-Dataset.pdf (542.9 KB)
    • 63 - Transformation to Data Matrix.mp4 (147.6 MB)
    • 63 - Transformation-to-Data-Matrix.ipynb (344.4 KB)
    • 63 - Transformation-to-Data-Matrix.pdf (777.4 KB)
    • 64 - Dimensionality Reduction.mp4 (120.7 MB)
    • 64 - Dimensionality-Reduction.ipynb (568.7 KB)
    • 64 - Dimensionality-Reduction.pdf (609.5 KB)
    • 65 - SVM-with-Linear-Kernel.ipynb (682.4 KB)
    • 65 - Support Vector Machine Linear Kernel.mp4 (175.1 MB)
    • 65 - Support-Vector-Machine-Linear-Kernel.pdf (742.1 KB)
    • 66 - SVM-with-Polynomial-Kernels.ipynb (785.7 KB)
    • 66 - Support Vector Machines Polyno

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