TutGator com Machine Learning Basics to Advanced | 33952A47DD79712C9AA5D1F7F323B2673BA8C9D1

TutGator com Machine Learning Basics to Advanced

Name	[ TutGator.com ] Machine Learning Basics to Advanced	DOWNLOAD Copy Link
Total Size	3.0 GB
Total Files	71
Hash	33952A47DD79712C9AA5D1F7F323B2673BA8C9D1

/
Get Bonus Downloads Here.url	0.2 KB
/1 - Introduction/
1 - Welcome to Machine Learning Course English.vtt	1.1 KB
1 - Welcome to Machine Learning Course.mp4	12.9 MB
2 - What is Machine Learning English.vtt	3.5 KB
2 - What is Machine Learning.mp4	28.7 MB
3 - Supervised Learning English.vtt	18.8 KB
3 - Supervised Learning.mp4	140.4 MB
/2 - Linear Regression/
10 - Feature Scaling English.vtt	10.6 KB
10 - Feature Scaling.mp4	95.6 MB
11 - Download R.txt	0.0 KB
11 - Download RStudio.txt	0.0 KB
11 - Linear Regression in R [IMPLEMENTATION].mp4	149.6 MB
11 - housingprices.csv	14.2 KB
12 - Cardataset.xlsx	10.7 KB
12 - Multiple Linear Regression in R [IMPLEMENTATION] English.vtt	15.5 KB
12 - Multiple Linear Regression in R [IMPLEMENTATION].mp4	161.0 MB
4 - Linear Regression English.vtt	7.9 KB
4 - Linear Regression.mp4	74.5 MB
5 - Cost Function Intuition English.vtt	12.1 KB
5 - Cost Function Intuition.mp4	96.4 MB
6 - Cost Function Example English.vtt	10.6 KB
6 - Cost Function Example.mp4	125.3 MB
7 - Gradient Descent English.vtt	8.0 KB
7 - Gradient Descent.mp4	74.8 MB
8 - Gradient Descent Algorithm English.vtt	26.1 KB
8 - Gradient Descent Algorithm.mp4	240.3 MB
9 - Multivariate Linear Regression English.vtt	12.9 KB
9 - Multivariate Linear Regression.mp4	130.7 MB
/3 - Logistic Regression/
13 - Logistic Regression English.vtt	24.4 KB
13 - Logistic Regression.mp4	192.9 MB
14 - Cost Function and Gradient Descent English.vtt	16.3 KB
14 - Cost Function and Gradient Descent.mp4	109.3 MB
/4 - Regularization/
15 - Problem of Overfitting English.vtt	6.5 KB
15 - Problem of Overfitting.mp4	55.2 MB
16 - Regularized Linear Regression English.vtt	8.0 KB
16 - Regularized Linear Regression.mp4	43.3 MB
17 - Regularized Gradient Descent English.vtt	7.0 KB
17 - Regularized Gradient Descent.mp4	52.3 MB
/5 - Unsupervised Learning/
18 - What is Unsupervised Learning English.vtt	10.7 KB
18 - What is Unsupervised Learning.mp4	67.0 MB
19 - Clustering Analysis English.vtt	12.0 KB
19 - Clustering Analysis.mp4	102.8 MB
20 - Similarity and Dissimilarity English.vtt	11.0 KB
20 - Similarity and Dissimilarity.mp4	78.8 MB
21 - Euclidean Distance English.vtt	11.3 KB
21 - Euclidean Distance.mp4	114.0 MB
22 - Partitional Vs Hierarchical Clustering English.vtt	9.0 KB
22 - Partitional Vs Hierarchical Clustering.mp4	35.8 MB
23 - Agglomerative Vs Divisive Clustering English.vtt	5.8 KB
23 - Agglomerative Vs Divisive Clustering.mp4	39.7 MB
24 - K Means Clustering Algorithm English.vtt	36.6 KB
24 - K Means Clustering Algorithm.mp4	185.9 MB
/.../6 - Probabilistic Machine Learning Models/
25 - Conditional Probability Basics English.vtt	16.6 KB
25 - Conditional Probability Basics.mp4	61.7 MB
26 - Total Probability Theorem English.vtt	9.7 KB
26 - Total Probability Theorem.mp4	36.3 MB
27 - Naive Bayes Classifier Intuition English.vtt	11.3 KB
27 - Naive Bayes Classifier Intuition.mp4	50.4 MB
28 - Gaussian Naive Bayes Sex Classifier English.vtt	15.6 KB
28 - Gaussian Naive Bayes Sex Classifier.mp4	102.7 MB
29 - Sex Classifier in Python SkLearn English.vtt	7.7 KB
29 - Sex Classifier in Python SkLearn.mp4	34.2 MB
/7 - Neural Networks/
30 - Neural Networks Representation English.vtt	23.4 KB
30 - Neural Networks Representation.mp4	117.9 MB
31 - Perceptron Learning Algorithms English.vtt	13.4 KB
31 - Perceptron Learning Algorithms.mp4	52.0 MB
32 - Practice Perceptron Learning English.vtt	21.8 KB
32 - Practice Perceptron Learning.mp4	114.6 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Machine Learning Basics to Advanced.jpg	32.6 KB
Machine Learning Basics to Advanced.txt	3.9 KB
Total files 71