# Where are the chapters 9-12
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**Author:**  [@alexgrishin](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Falexgrishin)%5C
**Post date:** [March 30, 2022, 9:55am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fwhere-are-the-chapters-9-12%2F16248%2F1 "2022-03-30T09:55:21Z")
How can I access the Advanced part of the course (chapters 9-12)?
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**Author:**  [@lewtun](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Flewtun)%5C
**Post date:** [March 30, 2022, 10:09am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fwhere-are-the-chapters-9-12%2F16248%2F2 "2022-03-30T10:09:49Z")
Hey @alexgrishin these chapters will be released later this year - stay tuned 🙂
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**Author:**  [@alexgrishin](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Falexgrishin)%5C
**Post date:** [March 30, 2022, 10:18am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fwhere-are-the-chapters-9-12%2F16248%2F3 "2022-03-30T10:18:37Z")
Could you give me a rough estimate when it is planned to be released if such an estimate exists? And a related question - when do you expect a paper version of your o’reilly book be available?
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**Author:**  [@lewtun](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Flewtun)%5C
**Post date:** [March 30, 2022, 3:04pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fwhere-are-the-chapters-9-12%2F16248%2F4 "2022-03-30T15:04:04Z")
We aim to release most (if not all) of the chapters by Q2, but this timeline might shift somewhat. As far as I know, you can already order a paper version of our book on [Amazon](https://www.amazon.com/Natural-Language-Processing-Transformers-Applications/dp/1098103246/ref=sr_1_1?crid=OO1O4JZIRGBH&keywords=natural+language+processing+with+transformers&qid=1648652573&s=books&sprefix=natural+langu%2Cstripbooks%2C199&sr=1-1) - thank you for your interest in it!
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**Author:**  [@alexgrishin](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Falexgrishin)%5C
**Post date:** [March 30, 2022, 3:22pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fwhere-are-the-chapters-9-12%2F16248%2F5 "2022-03-30T15:22:40Z")
Thank you!!