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【影视】 [CourseClub.NET] Coursera - Machine Learning

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001.Welcome/001. Welcome to Machine Learning!.mp4 9.6 MB
001.Welcome/001. Welcome to Machine Learning!.srt 2.4 kB
002.Introduction/002. Welcome.mp4 19.2 MB
002.Introduction/002. Welcome.srt 9.7 kB
002.Introduction/003. What is Machine Learning.mp4 12.0 MB
002.Introduction/003. What is Machine Learning.srt 11.3 kB
002.Introduction/004. Supervised Learning.mp4 17.5 MB
002.Introduction/004. Supervised Learning.srt 19.3 kB
002.Introduction/005. Unsupervised Learning.mp4 24.5 MB
002.Introduction/005. Unsupervised Learning.srt 28.1 kB
003.Model and Cost Function/006. Model Representation.mp4 12.0 MB
003.Model and Cost Function/006. Model Representation.srt 9.8 kB
003.Model and Cost Function/007. Cost Function.mp4 12.1 MB
003.Model and Cost Function/007. Cost Function.srt 10.4 kB
003.Model and Cost Function/008. Cost Function - Intuition I.mp4 16.3 MB
003.Model and Cost Function/008. Cost Function - Intuition I.srt 12.0 kB
003.Model and Cost Function/009. Cost Function - Intuition II.mp4 17.8 MB
003.Model and Cost Function/009. Cost Function - Intuition II.srt 11.0 kB
004.Parameter Learning/010. Gradient Descent.mp4 19.6 MB
004.Parameter Learning/010. Gradient Descent.srt 16.7 kB

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【影视】 [CourseClub.NET] Packtpub - Building Recommender Systems with Machine Learning and AI

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01.Getting Started/0101.Install Anaconda, course materials, and create movie recommendations!.mp4 92.4 MB
01.Getting Started/0102.Course Roadmap.mp4 72.6 MB
01.Getting Started/0103.Types of Recommenders.mp4 14.8 MB
01.Getting Started/0104.Understanding You through Implicit and Explicit Ratings.mp4 9.6 MB
01.Getting Started/0105.Top-N Recommender Architecture.mp4 16.1 MB
01.Getting Started/0106.Review the basics of recommender systems..mp4 11.7 MB
02.Introduction to Python/0201.The Basics of Python.mp4 44.0 MB
02.Introduction to Python/0202.Data Structures in Python.mp4 12.2 MB
02.Introduction to Python/0203.Functions in Python.mp4 6.1 MB
02.Introduction to Python/0204.Booleans, loops, and a hands-on challenge.mp4 7.7 MB
03.Evaluating Recommender Systems/0301.TrainTest and Cross Validation.mp4 24.3 MB
03.Evaluating Recommender Systems/0302.Accuracy Metrics (RMSE, MAE).mp4 49.0 MB
03.Evaluating Recommender Systems/0303.Top-N Hit Rate - Many Ways.mp4 12.7 MB
03.Evaluating Recommender Systems/0304.Coverage, Diversity, and Novelty.mp4 8.3 MB
03.Evaluating Recommender Systems/0305.Churn, Responsiveness, and AB Tests.mp4 86.7 MB
03.Evaluating Recommender Systems/0306.Review ways to measure your recommender..mp4 8.7 MB
03.Evaluating Recommender Systems/0307.Walkthrough of RecommenderMetrics.py.mp4 40.7 MB
03.Evaluating Recommender Systems/0308.Walkthrough of TestMetrics.py.mp4 26.6 MB
03.Evaluating Recommender Systems/0309.Measure the Performance of SVD Recommendations.mp4 12.6 MB
04.A Recommender Engine Framework/0401.Our Recommender Engine Architecture.mp4 19.1 MB

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【影视】 [FreeCoursesOnline.Me] Pluralsight - Understanding the Java Virtual Machine Memory Management

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00.Introduction/00.Course-Introduction.mp4 5.2 MB
00.Introduction/00.Course-Introduction.mp4.srt 4.6 kB
00.Introduction/01.Different-Types-of-Garbage-Collection.mp4 2.8 MB
00.Introduction/01.Different-Types-of-Garbage-Collection.mp4.srt 3.0 kB
00.Introduction/02.Reference-Counted-Garbage-Collection.mp4 2.6 MB
00.Introduction/02.Reference-Counted-Garbage-Collection.mp4.srt 2.1 kB
00.Introduction/03.Mark-and-Sweep-Garbage-Collection.mp4 3.1 MB
00.Introduction/03.Mark-and-Sweep-Garbage-Collection.mp4.srt 3.4 kB
00.Introduction/04.Generational-Garbage-Collection.mp4 1.8 MB
00.Introduction/04.Generational-Garbage-Collection.mp4.srt 1.6 kB
00.Introduction/05.Demonstrating-How-the-Garbage-Collection-Works.mp4 15.6 MB
00.Introduction/05.Demonstrating-How-the-Garbage-Collection-Works.mp4.srt 6.0 kB
00.Introduction/clips-info.json 1.6 kB
00.Introduction/module-info.json 278 Bytes
01.How-Garbage-Collection-Works-in-the-Oracle-JVM/00.Introducing-the-Players.mp4 2.3 MB
01.How-Garbage-Collection-Works-in-the-Oracle-JVM/00.Introducing-the-Players.mp4.srt 2.7 kB
01.How-Garbage-Collection-Works-in-the-Oracle-JVM/01.The-Basics-of-Garbage-Collection-in-the-Java-Virtual-Machine.mp4 4.2 MB
01.How-Garbage-Collection-Works-in-the-Oracle-JVM/01.The-Basics-of-Garbage-Collection-in-the-Java-Virtual-Machine.mp4.srt 3.8 kB
01.How-Garbage-Collection-Works-in-the-Oracle-JVM/02.Minor-Garbage-Collects-and-Major-Garbage-Collects.mp4 6.0 MB
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【影视】 Toy Machine - Subhumans.mp4

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【影视】 Grind Against The Machine 12 (2017).mp4

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【影视】 Neural Network for Machine Learning

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Neural Network for Machine Learning/videos/078_OPTIONAL - The fog of progress [3 min].srt 3.3 kB
Neural Network for Machine Learning/videos/044_MacKay's quick and dirty method of setting weight costs [4 min].srt 4.5 kB
Neural Network for Machine Learning/videos/013_Learning the weights of a logistic output neuron [4 min].srt 4.6 kB
Neural Network for Machine Learning/videos/070_Deep auto encoders [4 mins].srt 5.2 kB
Neural Network for Machine Learning/videos/017_A brief diversion into cognitive science [4 min].srt 5.9 kB
Neural Network for Machine Learning/videos/021_Why object recognition is difficult [5 min].srt 6.3 kB
Neural Network for Machine Learning/videos/012_The error surface for a linear neuron [5 min].srt 6.5 kB
Neural Network for Machine Learning/videos/009_Why the learning works [5 min].srt 6.6 kB
Neural Network for Machine Learning/videos/004_A simple example of learning [6 min].srt 7.2 kB
Neural Network for Machine Learning/videos/032_A toy example of training an RNN.srt 7.7 kB
Neural Network for Machine Learning/videos/028_Adaptive learning rates for each connection.srt 7.9 kB
Neural Network for Machine Learning/videos/022_Achieving viewpoint invariance [6 min].srt 8.3 kB
Neural Network for Machine Learning/videos/008_A geometrical view of perceptrons [6 min].srt 8.5 kB
Neural Network for Machine Learning/videos/031_Training RNNs with back propagation.srt 8.6 kB
Neural Network for Machine Learning/videos/040_Limiting the size of the weights [6 min].srt 8.6 kB
Neural Network for Machine Learning/videos/048_Making full Bayesian learning practical [7 min].srt 8.7 kB
Neural Network for Machine Learning/videos/041_Using noise as a regularizer [7 min].srt 9.1 kB
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【影视】 Sharky's Machine (1981) (1080p BluRay x265 HEVC 10bit AAC 5.1 LION)

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