Download [COURSERA] APPLIED MACHINE LEARNING IN PYTHON [FCO] Torrent

Torrent Contents Size: 881.1 MB

[COURSERA] APPLIED MACHINE LEARNING IN PYTHON [FCO]

▼ show more 58 files

001. Introduction.mp4	MP4	31.1 MB
001. Introduction.srt	SRT	16.1 KB
002. Key Concepts in Machine Learning.mp4	MP4	44.6 MB
002. Key Concepts in Machine Learning.srt	SRT	18.8 KB
003. Python Tools for Machine Learning.mp4	MP4	12.9 MB
003. Python Tools for Machine Learning.srt	SRT	6.1 KB
004. An Example Machine Learning Problem.mp4	MP4	31.7 MB
004. An Example Machine Learning Problem.srt	SRT	14.8 KB
005. Examining the Data.mp4	MP4	32.2 MB
005. Examining the Data.srt	SRT	12.1 KB
006. K-Nearest Neighbors Classification.mp4	MP4	36.2 MB
006. K-Nearest Neighbors Classification.srt	SRT	26.2 KB
007. Introduction to Supervised Machine Learning.mp4	MP4	37.9 MB
007. Introduction to Supervised Machine Learning.srt	SRT	22.1 KB
008. Overfitting and Underfitting.mp4	MP4	19.5 MB
008. Overfitting and Underfitting.srt	SRT	15.8 KB
009. Supervised Learning Datasets.mp4	MP4	11.2 MB
009. Supervised Learning Datasets.srt	SRT	6.7 KB
010. K-Nearest Neighbors Classification and Regression.mp4	MP4	22.5 MB
010. K-Nearest Neighbors Classification and Regression.srt	SRT	17.1 KB
011. Linear Regression Least-Squares.mp4	MP4	30.1 MB
011. Linear Regression Least-Squares.srt	SRT	21.3 KB
012. Linear Regression Ridge, Lasso, and Polynomial Regression.mp4	MP4	39.9 MB
012. Linear Regression Ridge, Lasso, and Polynomial Regression.srt	SRT	27.2 KB
013. Logistic Regression.mp4	MP4	20.3 MB
013. Logistic Regression.srt	SRT	17.1 KB
014. Linear Classifiers Support Vector Machines.mp4	MP4	22.7 MB
014. Linear Classifiers Support Vector Machines.srt	SRT	15.5 KB
015. Multi-Class Classification.mp4	MP4	15.4 MB
015. Multi-Class Classification.srt	SRT	8.3 KB
016. Kernelized Support Vector Machines.mp4	MP4	39.1 MB
016. Kernelized Support Vector Machines.srt	SRT	25.6 KB
017. Cross-Validation.mp4	MP4	20 MB
017. Cross-Validation.srt	SRT	13 KB
018. Decision Trees.mp4	MP4	37.8 MB
018. Decision Trees.srt	SRT	28.4 KB
019. Model Evaluation & Selection.mp4	MP4	46.1 MB
019. Model Evaluation & Selection.srt	SRT	30.1 KB
020. Confusion Matrices & Basic Evaluation Metrics.mp4	MP4	20.8 MB
020. Confusion Matrices & Basic Evaluation Metrics.srt	SRT	15.8 KB
021. Classifier Decision Functions.mp4	MP4	12.7 MB
021. Classifier Decision Functions.srt	SRT	9 KB
022. Precision-recall and ROC curves.mp4	MP4	9.2 MB
022. Precision-recall and ROC curves.srt	SRT	7.5 KB
023. Multi-Class Evaluation.mp4	MP4	19.8 MB
023. Multi-Class Evaluation.srt	SRT	15.2 KB
024. Regression Evaluation.mp4	MP4	17 MB
024. Regression Evaluation.srt	SRT	7.8 KB
025. Model Selection Optimizing Classifiers for Different Evaluation Metrics.mp4	MP4	34.5 MB
025. Model Selection Optimizing Classifiers for Different Evaluation Metrics.srt	SRT	18.1 KB
026. Naive Bayes Classifiers.mp4	MP4	21.4 MB
026. Naive Bayes Classifiers.srt	SRT	11.2 KB
027. Random Forests.mp4	MP4	26.4 MB
027. Random Forests.srt	SRT	17.1 KB
028. Gradient Boosted Decision Trees.mp4	MP4	11.8 MB
028. Gradient Boosted Decision Trees.srt	SRT	8.4 KB
029. Neural Networks.mp4	MP4	41.5 MB
029. Neural Networks.srt	SRT	27.9 KB
030. Deep Learning (Optional).mp4	MP4	17.5 MB
030. Deep Learning (Optional).srt	SRT	10.3 KB
031. Data Leakage.mp4	MP4	32.9 MB
031. Data Leakage.srt	SRT	16.7 KB
032. Introduction.mp4	MP4	10.7 MB
032. Introduction.srt	SRT	6.5 KB
033. Dimensionality Reduction and Manifold Learning.mp4	MP4	16.1 MB
033. Dimensionality Reduction and Manifold Learning.srt	SRT	13.5 KB
034. Clustering.mp4	MP4	27.2 MB
034. Clustering.srt	SRT	19.9 KB
035. Conclusion.mp4	MP4	9.9 MB
035. Conclusion.srt	SRT	3.9 KB
[FTU Forum].url	URL	204.8 B
[FreeCoursesOnline.Me].url	URL	102.4 B
[FreeTutorials.Us].url	URL	102.4 B

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[COURSERA] APPLIED MACHINE LEARNING IN PYTHON [FCO]

Torrent Contents Size: 881.1 MB

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