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[FreeCoursesOnline.Me] [Packt] Hands-On Artificial Intelligence for Small Businesses [FCO]
大小 755.91 MB
文件数 34
Info Hash: 3912C5A62E754E4983FD90DE3EAFB4545A5530F4
收录时间 2026-02-15 11:01:24
更新时间 2026-02-15 11:01:24
文件列表 (34)
01. Getting Started with Artificial Intelligence with Python/0101.The Course Overview.mp4
43.14 MB
01. Getting Started with Artificial Intelligence with Python/0102.What Can AI Do for Businesses.mp4
31.91 MB
01. Getting Started with Artificial Intelligence with Python/0103.Set Up and Installation – Anaconda and PyTorch.mp4
9.2 MB
01. Getting Started with Artificial Intelligence with Python/0104.Notebooks and Debugging.mp4
9.43 MB
01. Getting Started with Artificial Intelligence with Python/0105.Working with Lambdas and Functional Programming Tools.mp4
21.73 MB
01. Getting Started with Artificial Intelligence with Python/0106.Understanding NumPy and Matplotlib.mp4
33.06 MB
02.Predicting Sales with Supervised Learning/0201.Classification versus Regression.mp4
26.83 MB
02.Predicting Sales with Supervised Learning/0202.Training, Testing, and Validation.mp4
25.92 MB
02.Predicting Sales with Supervised Learning/0203.Boosting and Ensembles.mp4
18.77 MB
02.Predicting Sales with Supervised Learning/0204.Small Data and Cross Validation.mp4
6.31 MB
02.Predicting Sales with Supervised Learning/0205.Building Artificial Neural Networks.mp4
43.86 MB
03. Understanding Your Customer Base Using Unsupervised Learning/0301.Understanding Unsupervised Learning.mp4
25.17 MB
03. Understanding Your Customer Base Using Unsupervised Learning/0302.Using Bayesian Inference.mp4
5.58 MB
03. Understanding Your Customer Base Using Unsupervised Learning/0303.Expectation Maximization.mp4
20.01 MB
03. Understanding Your Customer Base Using Unsupervised Learning/0304.Notions of Distance.mp4
28.13 MB
03. Understanding Your Customer Base Using Unsupervised Learning/0305.Hierarchical Clustering Methods.mp4
10.86 MB
04. Product Recommendations Using Semi-Supervised Learning/0401.Understanding Semi-Supervised Learning.mp4
11.8 MB
04. Product Recommendations Using Semi-Supervised Learning/0402.Nearest Neighbor Search and Collaborative Filtering.mp4
28.76 MB
04. Product Recommendations Using Semi-Supervised Learning/0403.Building a Recommendation Engine.mp4
8.43 MB
04. Product Recommendations Using Semi-Supervised Learning/0404.Extracting Features from Natural Language.mp4
13.92 MB
04. Product Recommendations Using Semi-Supervised Learning/0405.Recommendation Objectives and Clustering.mp4
23.56 MB
04. Product Recommendations Using Semi-Supervised Learning/0406.Active Learning.mp4
16.13 MB
05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0501.Understanding Reinforcement Learning.mp4
15.63 MB
05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0502.Continual AB Testing.mp4
38.25 MB
05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0503.Infinite AB Testing.mp4
22.55 MB
05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0504.Using Context.mp4
124.48 MB
05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0505.Learning Across Time.mp4
92.39 MB
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Exercise Files/exercise_files.zip
82.51 KB
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