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[FreeCourseLab.com] Udemy - Machine Learning & Data Science A-Z Hands-on Python 2021
magnet:?xt=urn:btih:7af45a41189b125070a9d02b3eae7715afa5a960&dn=[FreeCourseLab.com] Udemy - Machine Learning & Data Science A-Z Hands-on Python 2021
磁力链接详情
Hash值:
7af45a41189b125070a9d02b3eae7715afa5a960
点击数:
260
文件大小:
6.75 GB
文件数量:
72
创建日期:
2023-8-12 08:47
最后访问:
2024-6-3 13:11
访问标签:
FreeCourseLab
com
Udemy
-
Machine
Learning
&
Data
Science
A-Z
Hands-on
Python
2021
文件列表详情
01 Introduction/001 Course Content.mp4 17.07 MB
01 Introduction/002 What is Machine Learning_ Some Basic Terms.mp4 25.82 MB
01 Introduction/004 Python IDE.mp4 7.51 MB
01 Introduction/005 IDE Installation.mp4 22.28 MB
01 Introduction/006 Installation of Required Libraries.mp4 70.78 MB
01 Introduction/007 Spyder Interface.mp4 46.36 MB
02 Machine Learning Useful Packages (Libraries)/002 NumPy1.mp4 37.49 MB
02 Machine Learning Useful Packages (Libraries)/003 NumPy2.mp4 56.91 MB
02 Machine Learning Useful Packages (Libraries)/004 NumPy3.mp4 84.52 MB
02 Machine Learning Useful Packages (Libraries)/005 NumPy4.mp4 56.56 MB
02 Machine Learning Useful Packages (Libraries)/006 NumPy5.mp4 152.64 MB
02 Machine Learning Useful Packages (Libraries)/007 NumPy6.mp4 134.5 MB
02 Machine Learning Useful Packages (Libraries)/008 Pandas1.mp4 95.61 MB
02 Machine Learning Useful Packages (Libraries)/009 Pandas2.mp4 116.94 MB
02 Machine Learning Useful Packages (Libraries)/010 Pandas3.mp4 117.83 MB
02 Machine Learning Useful Packages (Libraries)/011 Pandas4.mp4 203.04 MB
02 Machine Learning Useful Packages (Libraries)/012 Visualization with Matplotlib1.mp4 99.45 MB
02 Machine Learning Useful Packages (Libraries)/013 Visualization with Matplotlib2.mp4 205.24 MB
02 Machine Learning Useful Packages (Libraries)/014 Visualization with Matplotlib3.mp4 188.84 MB
02 Machine Learning Useful Packages (Libraries)/015 Visualization with Matplotlib4.mp4 142.99 MB
02 Machine Learning Useful Packages (Libraries)/016 Visualization with Matplotlib5.mp4 129.25 MB
03 Data Preprocessing/001 Reading and Modifying a Dataset.mp4 154.55 MB
03 Data Preprocessing/002 Statistics1.mp4 34.04 MB
03 Data Preprocessing/003 Statistics2.mp4 207.49 MB
03 Data Preprocessing/004 Statistics3 - Covariance.mp4 107.48 MB
03 Data Preprocessing/005 Missing Values1.mp4 129.64 MB
03 Data Preprocessing/006 Missing Values2.mp4 219.38 MB
03 Data Preprocessing/007 Outlier Detection1.mp4 73.2 MB
03 Data Preprocessing/008 Outlier Detection2.mp4 130.66 MB
03 Data Preprocessing/009 Outlier Detection3.mp4 31.01 MB
03 Data Preprocessing/010 Concatenation.mp4 65.88 MB
03 Data Preprocessing/011 Dummy Variable.mp4 57.59 MB
03 Data Preprocessing/012 Normalization.mp4 186.87 MB
04 Machine Learning Introduction/001 Learning Types.mp4 45.44 MB
05 Supervised Learning - Classification/001 Supervised Learning Models - Introduction and Understanding the Data.mp4 233.75 MB
05 Supervised Learning - Classification/002 k-NN Concepts.mp4 48.03 MB
05 Supervised Learning - Classification/003 k-NN Model Development.mp4 140.65 MB
05 Supervised Learning - Classification/004 k-NN Training-Set and Test-Set Creation.mp4 228.42 MB
05 Supervised Learning - Classification/005 Decision Tree Concepts.mp4 25.62 MB
05 Supervised Learning - Classification/006 Decision Tree Model Development.mp4 66.84 MB
05 Supervised Learning - Classification/007 Decision Tree - Cross Validation.mp4 54.64 MB
05 Supervised Learning - Classification/008 Naive Bayes Concepts.mp4 59.23 MB
05 Supervised Learning - Classification/009 Naive Bayes Model Development.mp4 58.95 MB
05 Supervised Learning - Classification/010 Logistic Regression Concepts.mp4 10.85 MB
05 Supervised Learning - Classification/011 Logistic Regression Model Development.mp4 112.12 MB
05 Supervised Learning - Classification/012 Model Evaluation Concepts.mp4 83.47 MB
05 Supervised Learning - Classification/013 Model Evaluation - Calculating with Python.mp4 174.04 MB
06 Supervised Learning - Regression/001 Simple and Multiple Linear Regression Concepts.mp4 212.19 MB
06 Supervised Learning - Regression/002 Multiple Linear Regression - Model Development.mp4 75.59 MB
06 Supervised Learning - Regression/003 Evaluation Metrics - Concepts.mp4 49.47 MB
06 Supervised Learning - Regression/004 Evaluation Metrics - Implementation.mp4 159.9 MB
06 Supervised Learning - Regression/005 Polynomial Linear Regression Concepts.mp4 26.39 MB
06 Supervised Learning - Regression/006 Polynomial Linear Regression Model Development.mp4 219.12 MB
06 Supervised Learning - Regression/007 Random Forest Concepts.mp4 30.23 MB
06 Supervised Learning - Regression/008 Random Forest Model Development.mp4 246.24 MB
06 Supervised Learning - Regression/009 Support Vector Regression Concepts.mp4 26.97 MB
06 Supervised Learning - Regression/010 Support Vector Regression Model Development.mp4 121.01 MB
07 Unsupervised Learning - Clustering Techniques/001 Introduction.mp4 38.11 MB
07 Unsupervised Learning - Clustering Techniques/002 K-means Concepts1.mp4 44.53 MB
07 Unsupervised Learning - Clustering Techniques/003 K-means Concepts2.mp4 21.28 MB
07 Unsupervised Learning - Clustering Techniques/004 K-means Model Development1.mp4 35.98 MB
07 Unsupervised Learning - Clustering Techniques/005 K-means Model Development2.mp4 103.83 MB
07 Unsupervised Learning - Clustering Techniques/006 K-means - Model Evaluation.mp4 102.4 MB
07 Unsupervised Learning - Clustering Techniques/007 DBSCAN Concepts.mp4 26.85 MB
07 Unsupervised Learning - Clustering Techniques/008 DBSCAN Model Development.mp4 86.87 MB
07 Unsupervised Learning - Clustering Techniques/009 Hierarchical Clustering Concepts.mp4 24.29 MB
07 Unsupervised Learning - Clustering Techniques/010 Hierarchical Clustering Model Development.mp4 145.89 MB
08 Hyper Parameter Optimization (Model Tuning)/001 Introduction.mp4 17.02 MB
08 Hyper Parameter Optimization (Model Tuning)/002 Support Vector Regression - Model Tuning.mp4 125.61 MB
08 Hyper Parameter Optimization (Model Tuning)/003 K-Means - Model Tuning.mp4 15.3 MB
08 Hyper Parameter Optimization (Model Tuning)/004 k-NN - Model Tuning.mp4 133.64 MB
08 Hyper Parameter Optimization (Model Tuning)/005 Overfitting and Underfitting.mp4 72.09 MB
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