03078nam 22006255 450 991030075510332120230804153104.01-4842-3733-110.1007/978-1-4842-3733-5(CKB)4100000006519786(MiAaPQ)EBC5515249(DE-He213)978-1-4842-3733-5(iGPub)SPNA0054891(CaSebORM)9781484237335(PPN)23054259X(OCoLC)1056626389(OCoLC)on1056626389(EXLCZ)99410000000651978620180911d2018 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierApplied Natural Language Processing with Python Implementing Machine Learning and Deep Learning Algorithms for Natural Language Processing /by Taweh Beysolow II1st ed. 2018.Berkeley, CA :Apress :Imprint: Apress,2018.1 online resource (158 pages)1-4842-3732-3 Chapter 1: What is Natural Language Processing? -- Chapter 2: Review of Machine Learning -- Chapter 3: Working with Raw Text -- Chapter 4: Word Embeddings and their application -- Chapter 5: Using Machine Learning with Natural Language Processing.Learn to harness the power of AI for natural language processing, performing tasks such as spell check, text summarization, document classification, and natural language generation. Along the way, you will learn the skills to implement these methods in larger infrastructures to replace existing code or create new algorithms. Applied Natural Language Processing with Python starts with reviewing the necessary machine learning concepts before moving onto discussing various NLP problems. After reading this book, you will have the skills to apply these concepts in your own professional environment. You will: Utilize various machine learning and natural language processing libraries such as TensorFlow, Keras, NLTK, and Gensim Manipulate and preprocess raw text data in formats such as .txt and .pdf Strengthen your skills in data science by learning both the theory and the application of various algorithms .Artificial intelligencePython (Computer program language)Open source softwareBig dataArtificial IntelligencePythonOpen SourceBig DataArtificial intelligence.Python (Computer program language).Open source software.Big data.Artificial Intelligence.Python.Open Source.Big Data.006.35Beysolow II Tawehauthttp://id.loc.gov/vocabulary/relators/aut953810UMIUMIBOOK9910300755103321Applied Natural Language Processing with Python2541053UNINA