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Udemy - Machine Learning made Easy : Hands-on python
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Other > Other
Files:
89
Size:
4.47 GiB (4798441340 Bytes)
Uploaded:
2020-11-24 16:16:59 GMT
By:
tuts756
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0
Leechers:
1
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Info Hash:
F8123CC54E66D091A4AE53356DC0B78C4B17E1F4




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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

[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/15. Association Rules (with Practical).mp4319.11 MiB
TutsNode.com.txt63 B
[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/1. Machine Learning Course Contents.mp426.19 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/1. Machine Learning Course Contents.srt8.52 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/2. Machine Learning Introduction.mp487.7 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/2. Machine Learning Introduction.srt22.08 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/3. Deep Learning Introduction.mp4155.74 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/3. Deep Learning Introduction.srt25.94 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/4. Prerequisite-Installations.mp422.94 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/1. Introduction/4. Prerequisite-Installations.srt3.31 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/1. Unsupervised Machine Learning - Overview.mp4143.17 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/1. Unsupervised Machine Learning - Overview.srt20.9 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/2. Hierarchical Clustering Agglomerative Clustering.mp4142.89 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/2. Hierarchical Clustering Agglomerative Clustering.srt26.72 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/3. Agglomerative Clustering (Demo1, Practical).mp4157.58 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/3. Agglomerative Clustering (Demo1, Practical).srt18.5 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/3.1 SuperMarketData.zip1.53 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/4. Agglomerative Clustering (Demo2, Practical).mp4170.55 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/4. Agglomerative Clustering (Demo2, Practical).srt22.99 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/4.1 CreditCard_data.zip328.11 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/5. DBSCAN Density based method.mp4200.93 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/5. DBSCAN Density based method.srt33.18 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/6. DBSCAN- How to select eps (with Practical).mp4122.9 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/6. DBSCAN- How to select eps (with Practical).srt18.68 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/7. DBSCAN- Algorithm (with Practical).mp4225.88 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/7. DBSCAN- Algorithm (with Practical).srt29.31 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/7.1 SuperMarketData.zip1.53 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/7.2 CreditCard_data.zip328.11 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/8. Mean Shift Algorithm.mp4135.68 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/8. Mean Shift Algorithm.srt23.91 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/9. Mean Shift Algorithm with Practical (1).mp4119.55 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/9. Mean Shift Algorithm with Practical (1).srt16.09 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/10. Mean Shift Algorithm with Practical (2).mp497.63 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/10. Mean Shift Algorithm with Practical (2).srt12.55 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/10.1 SuperMarketData.zip1.53 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/11. K Means Algorithm.mp4116.15 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/11. K Means Algorithm.srt24.91 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/12. K Means Algorithm with Practical (1).mp4104.51 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/12. K Means Algorithm with Practical (1).srt14.99 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/12.1 SuperMarketData.zip1.53 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/13. K Means Algorithm with Practical (2).mp489.43 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/13. K Means Algorithm with Practical (2).srt12.52 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/13.1 income.zip393 B
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/14. Association Rules.mp4240.42 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/14. Association Rules.srt41.74 KiB
[TGx]Downloaded from torrentgalaxy.to .txt585 B
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/15. Association Rules (with Practical).srt38.74 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/2. UnSupervised Machine Learning/15.1 OnlineRetail_short.zip2.04 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/1. Supervised Machine Learning - Overview.mp4138.77 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/1. Supervised Machine Learning - Overview.srt25.07 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/2. Generating Training and Test Data (Train Test Split).mp4129.95 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/2. Generating Training and Test Data (Train Test Split).srt23.09 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/2.1 VehiclePrices.zip325 B
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/3. K Nearest Neighbors (kNN) Algorithm.mp463.87 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/3. K Nearest Neighbors (kNN) Algorithm.srt16.05 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/4. kNN Algorithm with Practical.mp4108.35 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/4. kNN Algorithm with Practical.srt14.53 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/4.1 breast-cancer-wisconsin_1.zip5.68 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/5. kNN Nearest Neighbors Implementation with Practical.mp4146.54 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/5. kNN Nearest Neighbors Implementation with Practical.srt20.84 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/6. Support Vector Machine (SVM).mp4113.96 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/6. Support Vector Machine (SVM).srt26.78 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/7. SVM - Practical (linear).mp4105.37 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/7. SVM - Practical (linear).srt14.76 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/7.1 breast-cancer-wisconsin_1.zip5.68 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/8. SVM - Support Vector Regression (SVR) with Practical.mp4154.06 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/8. SVM - Support Vector Regression (SVR) with Practical.srt23.99 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/8.1 Position_Salaries.zip328 B
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/9. SVM - Mathematics (Hyperplane).mp4190.67 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/9. SVM - Mathematics (Hyperplane).srt42.56 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/10. Non Linear SVM parameters (with Practical).mp4204.56 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/10. Non Linear SVM parameters (with Practical).srt29.83 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/11. SVM kernel trick for not linearly separable data (with Practical).mp447.45 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/11. SVM kernel trick for not linearly separable data (with Practical).srt6.69 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/12. Linear Regression.mp445.19 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/12. Linear Regression.srt12.54 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/13. Linear Regression (with Practical).mp4120.97 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/13. Linear Regression (with Practical).srt16.9 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/13.1 realEstateRates.zip222 B
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/13.2 realEstateRates_1.zip219 B
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/14. Gradient Descent Overview.mp460.65 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/14. Gradient Descent Overview.srt11.24 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/15. One Hot Encoding (Dummy Variables).mp475.56 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/15. One Hot Encoding (Dummy Variables).srt17.13 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/16. One Hot Encoding (with Practical).mp4142.6 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/16. One Hot Encoding (with Practical).srt19.13 KiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/16.1 realEstateRates_multipleCities.zip319 B
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/17. Information about DataSets.mp445.24 MiB
[TutsNode.com] - Machine Learning made Easy Hands-on python/3. Supervised Machine Learning/17. Information about DataSets.srt5.95 KiB