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TORRENT DETAILS

Machine Learning Made Easy Hands-on Python

TORRENT SUMMARY

Machine Learning made Easy Hands-on python

Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash:	f8123cc54e66d091a4ae53356dc0b78c4b17e1f4
Size:	4.5 GB in 88 files
Release Date(s):	Torrent Release: 24-11-2020 by user
Swarm:	0 Seeds & 2 Peers
Vote:	No votes yet.

DESCRIPTION

Description

The course covers Machine Learning in exhaustive way. The presentations and hands-on practical are made such that it’s made easy. The knowledge gained through this tutorial series can be applied to various real world scenarios.

UnSupervised Learning and Supervised Learning are dealt in-detail with lots of bonus topics.

The course contents are given below:

Introduction to Machine Learning

Introductions to Deep Learning

Installations

Unsupervised Learning

Clustering, Association

Agglomerative, Hands-on

DBSCAN, Hands-on

Mean Shift, Hands-on

K Means, Hands-on

Association Rules, Hands-on

Supervised Learning

Regression, Classification

Train Test Split, Hands-on

k Nearest Neighbors, Hands-on

kNN Algo Implementation

Support Vector Machine (SVM), Hands-on

Support Vector Regression (SVR), Hands-on

SVM (non linear svm params), Hands-on

SVM kernel trick, Hands-on

SVM mathematics

Linear Regression, Hands-on

Gradient Descent overview

One Hot Encoding (Dummy vars)

One Hot Encoding with Linear Regr, Hands-on

Info about Datasets

Who this course is for:

python programmers, C/C++ programmers, working of scripting (like javascript), fresh developers and intermediate level programmers who want to learn Machine Learning

Requirements

working knowledge of python

Last Updated 11/2020

VISITOR COMMENTS (0

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FILE LIST

Filename		Size
	TutsNode.com.txt	63 B
	[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/1. Machine Learning Course Contents.mp4	26.2 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/1. Machine Learning Course Contents.srt	8.5 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/2. Machine Learning Introduction.mp4	87.7 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/2. Machine Learning Introduction.srt	22.1 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/3. Deep Learning Introduction.mp4	155.7 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/3. Deep Learning Introduction.srt	25.9 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/4. Prerequisite-Installations.mp4	22.9 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/4. Prerequisite-Installations.srt	3.3 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/1. Unsupervised Machine Learning - Overview.mp4	143.2 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/1. Unsupervised Machine Learning - Overview.srt	20.9 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/10. Mean Shift Algorithm with Practical (2).mp4	97.6 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/10. Mean Shift Algorithm with Practical (2).srt	12.6 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/10.1 SuperMarketData.zip	1.5 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/11. K Means Algorithm.mp4	116.2 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/11. K Means Algorithm.srt	24.9 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/12. K Means Algorithm with Practical (1).mp4	104.5 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/12. K Means Algorithm with Practical (1).srt	15 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/12.1 SuperMarketData.zip	1.5 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/13. K Means Algorithm with Practical (2).mp4	89.4 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/13. K Means Algorithm with Practical (2).srt	12.5 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/13.1 income.zip	393 B
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/14. Association Rules.mp4	240.4 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/14. Association Rules.srt	41.7 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/15. Association Rules (with Practical).mp4	319.1 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/15. Association Rules (with Practical).srt	38.7 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/15.1 OnlineRetail_short.zip	2 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/2. Hierarchical Clustering Agglomerative Clustering.mp4	142.9 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/2. Hierarchical Clustering Agglomerative Clustering.srt	26.7 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/3. Agglomerative Clustering (Demo1, Practical).mp4	157.6 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/3. Agglomerative Clustering (Demo1, Practical).srt	18.5 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/3.1 SuperMarketData.zip	1.5 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/4. Agglomerative Clustering (Demo2, Practical).mp4	170.6 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/4. Agglomerative Clustering (Demo2, Practical).srt	23 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/4.1 CreditCard_data.zip	328.1 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/5. DBSCAN Density based method.mp4	200.9 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/5. DBSCAN Density based method.srt	33.2 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/6. DBSCAN- How to select eps (with Practical).mp4	122.9 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/6. DBSCAN- How to select eps (with Practical).srt	18.7 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/7. DBSCAN- Algorithm (with Practical).mp4	225.9 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/7. DBSCAN- Algorithm (with Practical).srt	29.3 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/7.1 SuperMarketData.zip	1.5 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/7.2 CreditCard_data.zip	328.1 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/8. Mean Shift Algorithm.mp4	135.7 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/8. Mean Shift Algorithm.srt	23.9 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/9. Mean Shift Algorithm with Practical (1).mp4	119.5 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/9. Mean Shift Algorithm with Practical (1).srt	16.1 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/1. Supervised Machine Learning - Overview.mp4	138.8 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/1. Supervised Machine Learning - Overview.srt	25.1 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/10. Non Linear SVM parameters (with Practical).mp4	204.6 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/10. Non Linear SVM parameters (with Practical).srt	29.8 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/11. SVM kernel trick for not linearly separable data (with Practical).mp4	47.5 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/11. SVM kernel trick for not linearly separable data (with Practical).srt	6.7 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/12. Linear Regression.mp4	45.2 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/12. Linear Regression.srt	12.5 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/13. Linear Regression (with Practical).mp4	121 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/13. Linear Regression (with Practical).srt	16.9 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/13.1 realEstateRates.zip	222 B
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/13.2 realEstateRates_1.zip	219 B
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/14. Gradient Descent Overview.mp4	60.7 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/14. Gradient Descent Overview.srt	11.2 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/15. One Hot Encoding (Dummy Variables).mp4	75.6 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/15. One Hot Encoding (Dummy Variables).srt	17.1 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/16. One Hot Encoding (with Practical).mp4	142.6 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/16. One Hot Encoding (with Practical).srt	19.1 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/16.1 realEstateRates_multipleCities.zip	319 B
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/17. Information about DataSets.mp4	45.2 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/17. Information about DataSets.srt	6 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/2. Generating Training and Test Data (Train Test Split).mp4	129.9 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/2. Generating Training and Test Data (Train Test Split).srt	23.1 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/2.1 VehiclePrices.zip	325 B
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/3. K Nearest Neighbors (kNN) Algorithm.mp4	63.9 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/3. K Nearest Neighbors (kNN) Algorithm.srt	16.1 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/4. kNN Algorithm with Practical.mp4	108.4 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/4. kNN Algorithm with Practical.srt	14.5 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/4.1 breast-cancer-wisconsin_1.zip	5.7 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/5. kNN Nearest Neighbors Implementation with Practical.mp4	146.5 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/5. kNN Nearest Neighbors Implementation with Practical.srt	20.8 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/6. Support Vector Machine (SVM).mp4	114 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/6. Support Vector Machine (SVM).srt	26.8 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/7. SVM - Practical (linear).mp4	105.4 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/7. SVM - Practical (linear).srt	14.8 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/7.1 breast-cancer-wisconsin_1.zip	5.7 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/8. SVM - Support Vector Regression (SVR) with Practical.mp4	154.1 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/8. SVM - Support Vector Regression (SVR) with Practical.srt	24 KB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/8.1 Position_Salaries.zip	328 B
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/9. SVM - Mathematics (Hyperplane).mp4	190.7 MB
	[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/9. SVM - Mathematics (Hyperplane).srt	42.6 KB

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