Machine Learning Basics to Advanced

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size2.8 GB
  • Uploaded Byfreecoursewb
  • Downloads54
  • Last checkedMay. 08th '22
  • Date uploadedMay. 06th '22
  • Seeders 6
  • Leechers10

Infohash : 33952A47DD79712C9AA5D1F7F323B2673BA8C9D1

Udemy: Machine Learning Basics to Advanced



https://TutGator.com

Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 2.77 GB
Genre: eLearning Video | Duration: 32 lectures (7 hour, 18 mins) | Language: English

Build Machine Learning concepts to ace in the field of Data Science

What you'll learn

Machine Learning Concepts in Detail
Linear Regression
Supervised Learning
Unsupervised Learning
Clustering
Classification
Neural Networks
Naive Bayes Classifiers

Files:

[ TutGator.com ] Machine Learning Basics to Advanced
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Introduction
    • 1 - Welcome to Machine Learning Course English.vtt (1.0 KB)
    • 1 - Welcome to Machine Learning Course.mp4 (12.3 MB)
    • 2 - What is Machine Learning English.vtt (3.4 KB)
    • 2 - What is Machine Learning.mp4 (27.4 MB)
    • 3 - Supervised Learning English.vtt (18.4 KB)
    • 3 - Supervised Learning.mp4 (133.9 MB)
    2 - Linear Regression
    • 10 - Feature Scaling English.vtt (10.4 KB)
    • 10 - Feature Scaling.mp4 (91.1 MB)
    • 11 - Download R.txt (0.0 KB)
    • 11 - Download RStudio.txt (0.0 KB)
    • 11 - Linear Regression in R [IMPLEMENTATION].mp4 (142.6 MB)
    • 11 - housingprices.csv (13.9 KB)
    • 12 - Cardataset.xlsx (10.5 KB)
    • 12 - Multiple Linear Regression in R [IMPLEMENTATION] English.vtt (15.1 KB)
    • 12 - Multiple Linear Regression in R [IMPLEMENTATION].mp4 (153.5 MB)
    • 4 - Linear Regression English.vtt (7.7 KB)
    • 4 - Linear Regression.mp4 (71.0 MB)
    • 5 - Cost Function Intuition English.vtt (11.8 KB)
    • 5 - Cost Function Intuition.mp4 (91.9 MB)
    • 6 - Cost Function Example English.vtt (10.3 KB)
    • 6 - Cost Function Example.mp4 (119.5 MB)
    • 7 - Gradient Descent English.vtt (7.9 KB)
    • 7 - Gradient Descent.mp4 (71.3 MB)
    • 8 - Gradient Descent Algorithm English.vtt (25.5 KB)
    • 8 - Gradient Descent Algorithm.mp4 (229.1 MB)
    • 9 - Multivariate Linear Regression English.vtt (12.6 KB)
    • 9 - Multivariate Linear Regression.mp4 (124.6 MB)
    3 - Logistic Regression
    • 13 - Logistic Regression English.vtt (23.8 KB)
    • 13 - Logistic Regression.mp4 (184.0 MB)
    • 14 - Cost Function and Gradient Descent English.vtt (15.9 KB)
    • 14 - Cost Function and Gradient Descent.mp4 (104.3 MB)
    4 - Regularization
    • 15 - Problem of Overfitting English.vtt (6.4 KB)
    • 15 - Problem of Overfitting.mp4 (52.7 MB)
    • 16 - Regularized Linear Regression English.vtt (7.8 KB)
    • 16 - Regularized Linear Regression.mp4 (41.3 MB)
    • 17 - Regularized Gradient Descent English.vtt (6.8 KB)
    • 17 - Regularized Gradient Descent.mp4 (49.9 MB)
    5 - Unsupervised Learning
    • 18 - What is Unsupervised Learning English.vtt (10.4 KB)
    • 18 - What is Unsupervised Learning.mp4 (63.9 MB)
    • 19 - Clustering Analysis English.vtt (11.7 KB)
    • 19 - Clustering Analysis.mp4 (98.0 MB)
    • 20 - Similarity and Dissimilarity English.vtt (10.7 KB)
    • 20 - Similarity and Dissimilarity.mp4 (75.1 MB)
    • 21 - Euclidean Distance English.vtt (11.0 KB)
    • 21 - Euclidean Distance.mp4 (108.7 MB)
    • 22 - Partitional Vs Hierarchical Clustering English.vtt (8.8 KB)
    • 22 - Partitional Vs Hierarchical Clustering.mp4 (34.1 MB)
    • 23 - Agglomerative Vs Divisive Clustering English.vtt (5.7 KB)
    • 23 - Agglomerative Vs Divisive Clustering.mp4 (37.8 MB)
    • 24 - K Means Clustering Algorithm English.vtt (35.8 KB)
    • 24 - K Means Clustering Algorithm.mp4 (177.3 MB)
    6 - Probabilistic Machine Learning Models
    • 25 - Conditional Probability Basics English.vtt (16.2 KB)
    • 25 - Conditional Probability Basics.mp4 (58.8 MB)
    • 26 - Total Probability Theorem English.vtt (9.4 KB)
    • 26 - Total Probability Theorem.mp4 (34.6 MB)
    • 27 - Naive Bayes Classifier Intuition English.vtt (11.0 KB)
    • 27 - Naive Bayes Classifier Intuition.mp4 (48.1 MB)
    • 28 - Gaussian Naive Bayes Sex Classifier English.vtt (15.3 KB)
    • 28 - Gaussian Naive Bayes Sex Classifier.mp4 (98.0 MB)
    • 29 - Sex Classifier in Python SkLearn English.vtt (7.5 KB)
    • 29 - Sex Classifier in Python SkLearn.mp4 (32.6 MB)
    7 - Neural Networks
    • 30 - Neural Networks Representation English.vtt (22.9 KB)
    • 30 - Neural Networks Representation.mp4 (112.4 MB)
    • 31 - Perceptron Learning Algorithms English.vtt (13.1 KB)
    • 31 - Perceptron Learning Algorithms.mp4 (49.6 MB)
    • 32 - Practice Perceptron Learning English.vtt (21.3 KB)
    • 32 - Practice Perceptron Learning.mp4 (109.3 MB)
    • Bonus Resources.txt (0.4 KB)
    • Machine Learning Basics to Advanced.jpg?v=2 (31.9 KB)
    • Machine Learning Basics to Advanced.txt (3.8 KB)

Code:

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