[FreeCoursesOnline.Me] [Packt] Hands-On Artificial Intelligence for Small Businesses [FCO]
0. Websites you may like/How you can help Team-FTU.txt 237 B 01. Getting Started with Artificial Intelligence with Python/0101.The Course Overview.mp4 43.1 MB 01. Getting Started with Artificial Intelligence with Python/0102.What Can AI Do for Businesses.mp4 31.9 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 9.4 MB 01. Getting Started with Artificial Intelligence with Python/0105.Working with Lambdas and Functional Programming Tools.mp4 21.7 MB 01. Getting Started with Artificial Intelligence with Python/0106.Understanding NumPy and Matplotlib.mp4 33.1 MB 02.Predicting Sales with Supervised Learning/0201.Classification versus Regression.mp4 26.8 MB 02.Predicting Sales with Supervised Learning/0202.Training, Testing, and Validation.mp4 25.9 MB 02.Predicting Sales with Supervised Learning/0203.Boosting and Ensembles.mp4 18.8 MB 02.Predicting Sales with Supervised Learning/0204.Small Data and Cross Validation.mp4 6.3 MB 02.Predicting Sales with Supervised Learning/0205.Building Artificial Neural Networks.mp4 43.9 MB 03. Understanding Your Customer Base Using Unsupervised Learning/0301.Understanding Unsupervised Learning.mp4 25.2 MB 03. Understanding Your Customer Base Using Unsupervised Learning/0302.Using Bayesian Inference.mp4 5.6 MB 03. Understanding Your Customer Base Using Unsupervised Learning/0303.Expectation Maximization.mp4 20 MB 03. Understanding Your Customer Base Using Unsupervised Learning/0304.Notions of Distance.mp4 28.1 MB 03. Understanding Your Customer Base Using Unsupervised Learning/0305.Hierarchical Clustering Methods.mp4 10.9 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 28.8 MB 04. Product Recommendations Using Semi-Supervised Learning/0403.Building a Recommendation Engine.mp4 8.4 MB 04. Product Recommendations Using Semi-Supervised Learning/0404.Extracting Features from Natural Language.mp4 13.9 MB 04. Product Recommendations Using Semi-Supervised Learning/0405.Recommendation Objectives and Clustering.mp4 23.6 MB 04. Product Recommendations Using Semi-Supervised Learning/0406.Active Learning.mp4 16.1 MB 05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0501.Understanding Reinforcement Learning.mp4 15.6 MB 05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0502.Continual AB Testing.mp4 38.2 MB 05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0503.Infinite AB Testing.mp4 22.6 MB 05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0504.Using Context.mp4 124.5 MB 05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0505.Learning Across Time.mp4 92.4 MB Exercise Files/exercise_files.zip 82.5 KB