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Python Machine Learning in 7 Days [Video]
magnet:?xt=urn:btih:ec2880ef642abb5551266c6b6c4675bf8814cffd&dn=Python Machine Learning in 7 Days [Video]
磁力链接详情
Hash值:
ec2880ef642abb5551266c6b6c4675bf8814cffd
点击数:
47
文件大小:
317.62 MB
文件数量:
42
创建日期:
2019-5-22 17:50
最后访问:
2024-2-22 04:23
访问标签:
Python
Machine
Learning
in
7
Days
Video
文件列表详情
5.Finding Patterns and Structures in Unlabeled Data/25.Review of Getting Better Test Sample Results by Measuring Model Performance.mp4 22.4 MB
1.Enter the Machine Learning World!/02.Setting Up Your Machine Learning Environment.mp4 20.62 MB
1.Enter the Machine Learning World!/03.Exploring Types of Machine Learning.mp4 6.22 MB
1.Enter the Machine Learning World!/04.Using Scikit-learn for Machine Learning.mp4 14.09 MB
1.Enter the Machine Learning World!/05.Assignment – Train Your First Pre-built Machine Learning Model.mp4 2.28 MB
2.Build Your First Predicting Model/06.Supervised Learning Algorithm.mp4 3.86 MB
2.Build Your First Predicting Model/07.Architecture of a Machine Learning System.mp4 5.95 MB
2.Build Your First Predicting Model/08.Machine Learning Model and Its Components.mp4 6.77 MB
2.Build Your First Predicting Model/09.Linear Regression.mp4 3.38 MB
2.Build Your First Predicting Model/10.Predicting Weight Using Linear Regression.mp4 16.53 MB
2.Build Your First Predicting Model/11.Assignment – Predicting Energy Output of a Power Plant.mp4 3.26 MB
3.Image Classification Using Supervised Learning/12.Review of Predicting Energy Output of a Power Plant.mp4 19.76 MB
3.Image Classification Using Supervised Learning/13.Logistic Regression.mp4 9.04 MB
3.Image Classification Using Supervised Learning/14.Classifying Images Using Logistic Regression.mp4 12.3 MB
3.Image Classification Using Supervised Learning/15.Support Vector Machines.mp4 3.13 MB
3.Image Classification Using Supervised Learning/16.Kernels in a SVM.mp4 2.12 MB
3.Image Classification Using Supervised Learning/17.Classifying Images Using Support Vector Machines.mp4 10.55 MB
3.Image Classification Using Supervised Learning/18.Assignment – Start Image Classifying Using Support Vector Machines.mp4 5.85 MB
4.Improving Model Accuracy/19.Review of Classifying Images Using Support Vector Machines.mp4 16.37 MB
4.Improving Model Accuracy/20.Model Evaluation.mp4 5.08 MB
4.Improving Model Accuracy/21.Better Measures than Accuracy.mp4 8.5 MB
4.Improving Model Accuracy/22.Understanding the Results.mp4 4.59 MB
4.Improving Model Accuracy/23.Improving the Models.mp4 4.95 MB
4.Improving Model Accuracy/24.Assignment – Getting Better Test Sample Results by Measuring Model Performance.mp4 3.13 MB
1.Enter the Machine Learning World!/01.The Course Overview.mp4 3.62 MB
5.Finding Patterns and Structures in Unlabeled Data/26.Unsupervised Learning.mp4 3.54 MB
5.Finding Patterns and Structures in Unlabeled Data/27.Clustering.mp4 4.55 MB
5.Finding Patterns and Structures in Unlabeled Data/28.K-means Clustering.mp4 3.87 MB
5.Finding Patterns and Structures in Unlabeled Data/29.Determining the Number of Clusters.mp4 2.48 MB
5.Finding Patterns and Structures in Unlabeled Data/30.Assignment – Write Your Own Clustering Implementation for Customer Segmentation.mp4 3.56 MB
6.Sentiment Analysis Using Neural Networks/31.Review of Clustering Customers Together.mp4 20.81 MB
6.Sentiment Analysis Using Neural Networks/32.Why Neural Network.mp4 5.07 MB
6.Sentiment Analysis Using Neural Networks/33.Parts of a Neural Network.mp4 6.23 MB
6.Sentiment Analysis Using Neural Networks/34.Working of a Neural Network.mp4 4.51 MB
6.Sentiment Analysis Using Neural Networks/35.Improving the Network.mp4 3.13 MB
6.Sentiment Analysis Using Neural Networks/36.Assignment – Build a Sentiment Analyzer Based on Social Network Using ANN.mp4 5.4 MB
7.Mastering Kaggle Titanic Competition Using Random Forest/37.Review of Building a Sentiment Analyser ANN.mp4 20.33 MB
7.Mastering Kaggle Titanic Competition Using Random Forest/38.Decision Trees.mp4 5.08 MB
7.Mastering Kaggle Titanic Competition Using Random Forest/39.Working of a Decision Tree.mp4 5.33 MB
7.Mastering Kaggle Titanic Competition Using Random Forest/40.Techniques to Further Improve a Model.mp4 3.02 MB
7.Mastering Kaggle Titanic Competition Using Random Forest/41.Random Forest as an Improved Machine Learning Approach.mp4 3.01 MB
7.Mastering Kaggle Titanic Competition Using Random Forest/42.Weekend Task – Solving Titanic Problem Using Random Forest.mp4 3.37 MB
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