FreeCoursesOnline Me Packt Hands On Artificial Intelligence for Small Businesses FCO

FreeCoursesOnline Me Packt Hands On Artificial Intelligence for Small Businesses FCO

Name	[FreeCoursesOnline.Me] [Packt] Hands-On Artificial Intelligence for Small Businesses [FCO]	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	792.6 MB
Total Files	34
Last Seen	2025-07-16 23:38
Hash	3912C5A62E754E4983FD90DE3EAFB4545A5530F4

/01. Getting Started with Artificial Intelligence with Python/
0101.The Course Overview.mp4	45.2 MB
0102.What Can AI Do for Businesses.mp4	33.5 MB
0103.Set Up and Installation – Anaconda and PyTorch.mp4	9.6 MB
0104.Notebooks and Debugging.mp4	9.9 MB
0105.Working with Lambdas and Functional Programming Tools.mp4	22.8 MB
0106.Understanding NumPy and Matplotlib.mp4	34.7 MB
/02.Predicting Sales with Supervised Learning/
0201.Classification versus Regression.mp4	28.1 MB
0202.Training, Testing, and Validation.mp4	27.2 MB
0203.Boosting and Ensembles.mp4	19.7 MB
0204.Small Data and Cross Validation.mp4	6.6 MB
0205.Building Artificial Neural Networks.mp4	46.0 MB
/03. Understanding Your Customer Base Using Unsupervised Learning/
0301.Understanding Unsupervised Learning.mp4	26.4 MB
0302.Using Bayesian Inference.mp4	5.9 MB
0303.Expectation Maximization.mp4	21.0 MB
0304.Notions of Distance.mp4	29.5 MB
0305.Hierarchical Clustering Methods.mp4	11.4 MB
/04. Product Recommendations Using Semi-Supervised Learning/
0401.Understanding Semi-Supervised Learning.mp4	12.4 MB
0402.Nearest Neighbor Search and Collaborative Filtering.mp4	30.2 MB
0403.Building a Recommendation Engine.mp4	8.8 MB
0404.Extracting Features from Natural Language.mp4	14.6 MB
0405.Recommendation Objectives and Clustering.mp4	24.7 MB
0406.Active Learning.mp4	16.9 MB
/05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/
0501.Understanding Reinforcement Learning.mp4	16.4 MB
0502.Continual AB Testing.mp4	40.1 MB
0503.Infinite AB Testing.mp4	23.6 MB
0504.Using Context.mp4	130.5 MB
0505.Learning Across Time.mp4	96.9 MB
/0. Websites you may like/
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5. (Discuss.FTUForum.com) FTU Discussion Forum.url	0.3 KB
How you can help Team-FTU.txt	0.2 KB
/Exercise Files/
exercise_files.zip	84.5 KB
Total files 34