Python Machine Learning in 7 Days [Video] -移花宫-武林禁地，闲人禁止入内

Python Machine Learning in 7 Days [Video]

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Python Machine Learning in 7 Days [Video]

磁力链接/BT种子简介

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收录时间：2018-07-25
最近下载：2026-06-09
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文件列表

5.Finding Patterns and Structures in Unlabeled Data/25.Review of Getting Better Test Sample Results by Measuring Model Performance.mp4 23.5 MB
1.Enter the Machine Learning World!/02.Setting Up Your Machine Learning Environment.mp4 21.6 MB
1.Enter the Machine Learning World!/03.Exploring Types of Machine Learning.mp4 6.5 MB
1.Enter the Machine Learning World!/04.Using Scikit-learn for Machine Learning.mp4 14.8 MB
1.Enter the Machine Learning World!/05.Assignment – Train Your First Pre-built Machine Learning Model.mp4 2.4 MB
2.Build Your First Predicting Model/06.Supervised Learning Algorithm.mp4 4.1 MB
2.Build Your First Predicting Model/07.Architecture of a Machine Learning System.mp4 6.2 MB
2.Build Your First Predicting Model/08.Machine Learning Model and Its Components.mp4 7.1 MB
2.Build Your First Predicting Model/09.Linear Regression.mp4 3.5 MB
2.Build Your First Predicting Model/10.Predicting Weight Using Linear Regression.mp4 17.3 MB
2.Build Your First Predicting Model/11.Assignment – Predicting Energy Output of a Power Plant.mp4 3.4 MB
3.Image Classification Using Supervised Learning/12.Review of Predicting Energy Output of a Power Plant.mp4 20.7 MB
3.Image Classification Using Supervised Learning/13.Logistic Regression.mp4 9.5 MB
3.Image Classification Using Supervised Learning/14.Classifying Images Using Logistic Regression.mp4 12.9 MB
3.Image Classification Using Supervised Learning/15.Support Vector Machines.mp4 3.3 MB
3.Image Classification Using Supervised Learning/16.Kernels in a SVM.mp4 2.2 MB
3.Image Classification Using Supervised Learning/17.Classifying Images Using Support Vector Machines.mp4 11.1 MB
3.Image Classification Using Supervised Learning/18.Assignment – Start Image Classifying Using Support Vector Machines.mp4 6.1 MB
4.Improving Model Accuracy/19.Review of Classifying Images Using Support Vector Machines.mp4 17.2 MB
4.Improving Model Accuracy/20.Model Evaluation.mp4 5.3 MB
4.Improving Model Accuracy/21.Better Measures than Accuracy.mp4 8.9 MB
4.Improving Model Accuracy/22.Understanding the Results.mp4 4.8 MB
4.Improving Model Accuracy/23.Improving the Models.mp4 5.2 MB
4.Improving Model Accuracy/24.Assignment – Getting Better Test Sample Results by Measuring Model Performance.mp4 3.3 MB
1.Enter the Machine Learning World!/01.The Course Overview.mp4 3.8 MB
5.Finding Patterns and Structures in Unlabeled Data/26.Unsupervised Learning.mp4 3.7 MB
5.Finding Patterns and Structures in Unlabeled Data/27.Clustering.mp4 4.8 MB
5.Finding Patterns and Structures in Unlabeled Data/28.K-means Clustering.mp4 4.1 MB
5.Finding Patterns and Structures in Unlabeled Data/29.Determining the Number of Clusters.mp4 2.6 MB
5.Finding Patterns and Structures in Unlabeled Data/30.Assignment – Write Your Own Clustering Implementation for Customer Segmentation.mp4 3.7 MB
6.Sentiment Analysis Using Neural Networks/31.Review of Clustering Customers Together.mp4 21.8 MB
6.Sentiment Analysis Using Neural Networks/32.Why Neural Network.mp4 5.3 MB
6.Sentiment Analysis Using Neural Networks/33.Parts of a Neural Network.mp4 6.5 MB
6.Sentiment Analysis Using Neural Networks/34.Working of a Neural Network.mp4 4.7 MB
6.Sentiment Analysis Using Neural Networks/35.Improving the Network.mp4 3.3 MB
6.Sentiment Analysis Using Neural Networks/36.Assignment – Build a Sentiment Analyzer Based on Social Network Using ANN.mp4 5.7 MB
7.Mastering Kaggle Titanic Competition Using Random Forest/37.Review of Building a Sentiment Analyser ANN.mp4 21.3 MB
7.Mastering Kaggle Titanic Competition Using Random Forest/38.Decision Trees.mp4 5.3 MB
7.Mastering Kaggle Titanic Competition Using Random Forest/39.Working of a Decision Tree.mp4 5.6 MB
7.Mastering Kaggle Titanic Competition Using Random Forest/40.Techniques to Further Improve a Model.mp4 3.2 MB
7.Mastering Kaggle Titanic Competition Using Random Forest/41.Random Forest as an Improved Machine Learning Approach.mp4 3.2 MB
7.Mastering Kaggle Titanic Competition Using Random Forest/42.Weekend Task – Solving Titanic Problem Using Random Forest.mp4 3.5 MB
Exercise Files/code_33695.zip 5.4 MB