Time Series Forecasting Using Generative AI

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Free Download Time Series Forecasting Using Generative AI: Leveraging AI for Precision Forecasting
English | 2025 | ASIN: B0DQC953BV | 231 Pages | PDF EPUB (True) | 21 MB
The book covers a wide range of topics, starting with an overview of Generative AI, where readers gain insights into the history and fundamentals of Gen AI with a brief introduction to large language models. The subsequent chapter explains practical applications, guiding readers through the implementation of diverse neural network architectures for time series analysis such as Multi-Layer Perceptrons (MLP), WaveNet, Temporal Convolutional Network (TCN), Bidirectional Temporal Convolutional Network (BiTCN), Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM), Deep AutoRegressive(DeepAR), and Neural Basis Expansion Analysis(NBEATS) using modern tools.

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547.98 MB | 4min 52s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English​

Files Included :

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FileName :1 Introduction.mp4 | Size: (3.45 MB)
FileName :2 What you should know.mp4 | Size: (11.27 MB)
FileName :3 GitHub Codespaces.mp4 | Size: (7.6 MB)
FileName :4 Model walkthrough.mp4 | Size: (50.15 MB)
FileName :1 What are batch features.mp4 | Size: (30.8 MB)
FileName :2 Getting started with batch features in Codespaces.mp4 | Size: (41.42 MB)
FileName :3 Building a store for batch features.mp4 | Size: (25.99 MB)
FileName :4 Training our model to predict.mp4 | Size: (36.17 MB)
FileName :5 Making predictions with our model.mp4 | Size: (14.42 MB)
FileName :6 Advantages and disadvantages of batch forecasting.mp4 | Size: (45.03 MB)
FileName :7 Challenge- Feature X.mp4 | Size: (2.15 MB)
FileName :8 Solution- Feature X.mp4 | Size: (14.6 MB)
FileName :1 What are near real-time systems 1.mp4 | Size: (5.92 MB)
FileName :2 Requirements for near real-time forecasting systems 1.mp4 | Size: (9.6 MB)
FileName :3 Recalculating features.mp4 | Size: (15.26 MB)
FileName :4 Frequency considerations.mp4 | Size: (6.88 MB)
FileName :5 Online prediction.mp4 | Size: (6.14 MB)
FileName :6 End-to-end example.mp4 | Size: (7.83 MB)
FileName :7 Advantages and disadvantages of near real-time 1.mp4 | Size: (8.64 MB)
FileName :8 Challenge- Feature Y.mp4 | Size: (4.75 MB)
FileName :9 Solution- Feature Y.mp4 | Size: (19.66 MB)
FileName :1 What are real-time forecasting systems.mp4 | Size: (11.21 MB)
FileName :10 Solution- Feature Z.mp4 | Size: (4.95 MB)
FileName :2 Requirements of real-time forecasting systems.mp4 | Size: (12.23 MB)
FileName :3 Streaming datasets.mp4 | Size: (12.94 MB)
FileName :4 Online features.mp4 | Size: (13.53 MB)
FileName :5 Online prediction.mp4 | Size: (10.57 MB)
FileName :6 End-to-end example.mp4 | Size: (7.22 MB)
FileName :7 Real-time forecasting and latency considerations.mp4 | Size: (2.88 MB)
FileName :8 Advantages and disadvantages of real-time forecasting.mp4 | Size: (11.8 MB)
FileName :9 Challenge- Feature Z.mp4 | Size: (5.02 MB)
FileName :1 Evaluating forecasting models.mp4 | Size: (42.17 MB)
FileName :2 Best practices for retraining time series models.mp4 | Size: (41.76 MB)
FileName :1 Next steps for AI forecasting.mp4 | Size: (3.76 MB)

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