|
Getting Started with Machine Learning in Python [Video]\Exercise Files\code_34963.zip |
181,700 |
E4B8DD7B |
|
Getting Started with Machine Learning in Python [Video]\5.Unsupervised Learning - Segmenting Groups and Detecting Outliers\20.Reducing the Number of Variables in Your Data with PCA.mp4
[d36b6abbd2f63eeb]
|
18,476,765 |
677C5B63 |
|
Getting Started with Machine Learning in Python [Video]\5.Unsupervised Learning - Segmenting Groups and Detecting Outliers\21.Smooth out Your Histograms with Kernel Density Estimation.mp4
[bc5c777ec2473731]
|
15,082,884 |
301A6841 |
|
Getting Started with Machine Learning in Python [Video]\5.Unsupervised Learning - Segmenting Groups and Detecting Outliers\18.Exploring Unsupervised Learning and Its Usefulness.mp4
[8e9d3f9686af86d6]
|
21,967,929 |
7EE99522 |
|
Getting Started with Machine Learning in Python [Video]\5.Unsupervised Learning - Segmenting Groups and Detecting Outliers\19.Finding Groups Automatically with K-means Clustering.mp4
[f4fb933c58a74eeb]
|
23,232,501 |
17515325 |
|
Getting Started with Machine Learning in Python [Video]\2.Prepare Your Datasets for Machine Learning with Data Cleaning\08.Standardization and Normalization to Deal with Variables with Different Scales.mp4
[2e9a95f10d9035f1]
|
21,290,288 |
1D9262F8 |
|
Getting Started with Machine Learning in Python [Video]\2.Prepare Your Datasets for Machine Learning with Data Cleaning\06.Fix Your Machine Learning Models by Understanding Your Data Source.mp4
[719a040c98ffa152]
|
35,655,009 |
22D37223 |
|
Getting Started with Machine Learning in Python [Video]\2.Prepare Your Datasets for Machine Learning with Data Cleaning\09.Eliminating Duplicate Entries.mp4
[5d9a8e987ee83bd4]
|
21,721,190 |
29C5C115 |
|
Getting Started with Machine Learning in Python [Video]\2.Prepare Your Datasets for Machine Learning with Data Cleaning\07.Dealing with Missing Values – |
37,240,662 |
63FF0DBD |
|
Getting Started with Machine Learning in Python [Video]\6.Modeling Complex Relationships with Nonlinear Models\24.Reduce the Number of Learned Rules with Regularization.mp4
[8e2f1c3b43aa1fe7]
|
24,919,940 |
94F6DDE9 |
|
Getting Started with Machine Learning in Python [Video]\6.Modeling Complex Relationships with Nonlinear Models\23.Deal with Nonlinear Relationships with Polynomial Regression.mp4
[770cf5817ef502e9]
|
27,775,575 |
4779F76A |
|
Getting Started with Machine Learning in Python [Video]\6.Modeling Complex Relationships with Nonlinear Models\25.Automatic Feature Engineering with Support Vector Machines.mp4
[fb1715b25a2ee1b0]
|
21,962,752 |
FB1F6376 |
|
Getting Started with Machine Learning in Python [Video]\6.Modeling Complex Relationships with Nonlinear Models\22.Create Explainable Models with Decision Trees.mp4
[caecf42412ebef17]
|
36,839,597 |
A8A09B65 |
|
Getting Started with Machine Learning in Python [Video]\3.Put Data into Their Right Categories with Classification\11.Understanding Logistic Regression – |
20,014,693 |
9721FCCB |
|
Getting Started with Machine Learning in Python [Video]\3.Put Data into Their Right Categories with Classification\12.Applying Logistic Regression to the Iris Classification Task.mp4
[9890f40d47ec7ddd]
|
25,666,228 |
F3AA3072 |
|
Getting Started with Machine Learning in Python [Video]\3.Put Data into Their Right Categories with Classification\10.How Do We Learn Rules to Classify Objects.mp4
[a8d044b41c1235a2]
|
40,699,214 |
F9A75F83 |
|
Getting Started with Machine Learning in Python [Video]\3.Put Data into Their Right Categories with Classification\13.Closing Our First Machine Learning Pipeline with a Simple Model Evaluator.mp4
[67528588aeb6b97b]
|
22,841,775 |
626E9502 |
|
Getting Started with Machine Learning in Python [Video]\1. Launching a Python Environment to Create Machine Learning Models\05.Supervised Versus Unsupervised Learning.mp4
[c4f2a01d70d88c38]
|
20,419,980 |
0F9D1D9E |
|
Getting Started with Machine Learning in Python [Video]\1. Launching a Python Environment to Create Machine Learning Models\01.The Course Overview.mp4
[a85379a51e0fc875]
|
5,738,926 |
B0A77A04 |
|
Getting Started with Machine Learning in Python [Video]\1. Launching a Python Environment to Create Machine Learning Models\04.Creating Machine-Learned Models with Python and scikit-learn.mp4
[395718d3138bdea2]
|
25,301,791 |
B7CEF838 |
|
Getting Started with Machine Learning in Python [Video]\1. Launching a Python Environment to Create Machine Learning Models\03.Understanding What Machine Learning Can Do Using the Tasks Framework.mp4
[6f158d7178de00e2]
|
14,019,812 |
47A6B351 |
|
Getting Started with Machine Learning in Python [Video]\1. Launching a Python Environment to Create Machine Learning Models\02.Machine Learning versus Rule-Based Programming.mp4
[eab393751c7273d]
|
51,861,740 |
7A44019F |
|
Getting Started with Machine Learning in Python [Video]\4.Predict Numbers in the Future with Regression\15.Understanding Linear Regression – |
23,657,324 |
430A0731 |
|
Getting Started with Machine Learning in Python [Video]\4.Predict Numbers in the Future with Regression\16.Applying Linear Regression to the Boston House Price Task.mp4
[ce782586111d784b]
|
21,752,680 |
4D75994A |
|
Getting Started with Machine Learning in Python [Video]\4.Predict Numbers in the Future with Regression\17.Evaluating Numerical Predictions with Least Squares.mp4
[10d91b60e8293b9e]
|
20,307,526 |
E288F42D |
|
Getting Started with Machine Learning in Python [Video]\4.Predict Numbers in the Future with Regression\14.Creating Formulas That Predict the Future – |
31,308,678 |
F31CC335 |
|
Getting Started with Machine Learning in Python [Video]\Exercise Files |
0 |
00000000 |
|
Getting Started with Machine Learning in Python [Video]\5.Unsupervised Learning - Segmenting Groups and Detecting Outliers |
0 |
00000000 |
|
Getting Started with Machine Learning in Python [Video]\2.Prepare Your Datasets for Machine Learning with Data Cleaning |
0 |
00000000 |
|
Getting Started with Machine Learning in Python [Video]\6.Modeling Complex Relationships with Nonlinear Models |
0 |
00000000 |
|
Getting Started with Machine Learning in Python [Video]\3.Put Data into Their Right Categories with Classification |
0 |
00000000 |
|
Getting Started with Machine Learning in Python [Video]\1. Launching a Python Environment to Create Machine Learning Models |
0 |
00000000 |
|
Getting Started with Machine Learning in Python [Video]\4.Predict Numbers in the Future with Regression |
0 |
00000000 |
|
Getting Started with Machine Learning in Python [Video] |
0 |
00000000 |
|
| Total size: |
629,937,159 |
|
