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Advanced Applied Deep Learning : Convolutional Neural Networks and Object Detection / / by Umberto Michelucci
| Advanced Applied Deep Learning : Convolutional Neural Networks and Object Detection / / by Umberto Michelucci |
| Autore | Michelucci Umberto |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Berkeley, CA : , : Apress : , : Imprint : Apress, , 2019 |
| Descrizione fisica | 1 online resource (XVIII, 285 p. 88 illus., 28 illus. in color.) |
| Disciplina | 006.3 |
| Soggetto topico |
Artificial intelligence
Python (Computer program language) Open source software Artificial Intelligence Python Open Source |
| ISBN | 1-4842-4976-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1: Introduction and Development Environment Setup -- Chapter 2: TensorFlow: advanced topics -- Chapter 3: Fundamentals of Convolutional Neural Networks -- Chapter 4: Advanced CNNs and Transfer Learning -- Chapter 5: Cost functions and style transfer -- Chapter 6: Object classification - an introduction -- Chapter 7: Object localization - an implementation in Python -- Chapter 8: Histology Tissue Classification. |
| Record Nr. | UNINA-9910349527903321 |
Michelucci Umberto
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| Berkeley, CA : , : Apress : , : Imprint : Apress, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advanced Data Analytics Using Python : With Machine Learning, Deep Learning and NLP Examples / / by Sayan Mukhopadhyay
| Advanced Data Analytics Using Python : With Machine Learning, Deep Learning and NLP Examples / / by Sayan Mukhopadhyay |
| Autore | Mukhopadhyay Sayan |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Berkeley, CA : , : Apress : , : Imprint : Apress, , 2018 |
| Descrizione fisica | 1 online resource (195 pages) |
| Disciplina | 005.133 |
| Soggetto topico |
Python (Computer program language)
Big data Open source software Computer programming Python Big Data Open Source |
| ISBN | 1-4842-3450-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1: Introduction -- Chapter 2: ETL with Python -- Chapter 3: Supervised Learning with Python -- Chapter 4: Unsupervised Learning with Python -- Chapter 5: Deep Learning & Neural Networks -- Chapter 6: Time Series Analysis -- Chapter 7: Python in Emerging Technologies. |
| Record Nr. | UNINA-9910300760303321 |
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Mukhopadhyay Sayan
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| Berkeley, CA : , : Apress : , : Imprint : Apress, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advanced Guide to Python 3 Programming [[electronic resource] /] / by John Hunt
| Advanced Guide to Python 3 Programming [[electronic resource] /] / by John Hunt |
| Autore | Hunt John |
| Edizione | [2nd ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (0 pages) |
| Disciplina | 005.133 |
| Collana | Undergraduate Topics in Computer Science |
| Soggetto topico |
Compilers (Computer programs)
Python (Computer program language) Database management Compilers and Interpreters Python Database Management |
| ISBN | 3-031-40336-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Part 1: Advanced language features -- Python type hints -- Class slots -- Weak references -- Data classes -- Structural pattern matching -- Working with pprint -- Shallow v deep copy -- The __init__versus __new__ and __call__ -- Python metaclasses and meta programming -- Part 2: Computer graphics and GUIs -- Introduction to computer graphics -- Python turtle graphics -- Computer generated art -- Introduction to Matplotlib -- Graphing with Matplotlib pyplot -- Graphical user interfaces -- Tkinter GUI library -- Events in Tkinter user interfaces -- PyDraw Tkinter example application -- Part 3: Computer graphics and GUIs -- Introduction to games programming -- Building games with pygame -- StarshipMeteors pygame -- Part 4: Testing -- Introduction to testing -- PyTest testing framework -- Mocking for testing -- Part 5: File Input / Output -- Introduction to files, paths and IO -- Reading and writing files -- Stream IO -- Working with CSV files -- Working with excel files -- Regular expressions in Python -- Part 6: Database access -- Introduction to databases -- Python DB-API -- PyMySQL module -- Part 7: Logging -- Introduction to logging -- Logging in Python -- Advanced logging -- Part 8: Concurrency and parallelism -- Introduction to concurrency and parallelism -- Threading -- MultiProcessing -- Inter thread / Process synchronisation -- Futures -- Concurrency with AsyncIO -- Performance monitoring and profiling -- Part 9: Reactive programming -- Reactive programming introduction -- RxPy observables, observers and subjects -- RxPy operators -- Part 10: Network programming -- Introduction to sockets and web services -- Sockets in Python -- Web services in Python -- Flask web services -- Flask bookshop web service -- Part 11: Data analytics and machine learning -- Introduction to data science -- Pandas and data analytics -- Alternatives to pandas -- Machine learning in Python -- Pip and Conda virtual environments. |
| Record Nr. | UNISA-996558570903316 |
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Hunt John
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Advanced Guide to Python 3 Programming [[electronic resource] /] / by John Hunt
| Advanced Guide to Python 3 Programming [[electronic resource] /] / by John Hunt |
| Autore | Hunt John |
| Edizione | [2nd ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (0 pages) |
| Disciplina | 005.133 |
| Collana | Undergraduate Topics in Computer Science |
| Soggetto topico |
Compilers (Computer programs)
Python (Computer program language) Database management Compilers and Interpreters Python Database Management |
| ISBN | 3-031-40336-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Part 1: Advanced language features -- Python type hints -- Class slots -- Weak references -- Data classes -- Structural pattern matching -- Working with pprint -- Shallow v deep copy -- The __init__versus __new__ and __call__ -- Python metaclasses and meta programming -- Part 2: Computer graphics and GUIs -- Introduction to computer graphics -- Python turtle graphics -- Computer generated art -- Introduction to Matplotlib -- Graphing with Matplotlib pyplot -- Graphical user interfaces -- Tkinter GUI library -- Events in Tkinter user interfaces -- PyDraw Tkinter example application -- Part 3: Computer graphics and GUIs -- Introduction to games programming -- Building games with pygame -- StarshipMeteors pygame -- Part 4: Testing -- Introduction to testing -- PyTest testing framework -- Mocking for testing -- Part 5: File Input / Output -- Introduction to files, paths and IO -- Reading and writing files -- Stream IO -- Working with CSV files -- Working with excel files -- Regular expressions in Python -- Part 6: Database access -- Introduction to databases -- Python DB-API -- PyMySQL module -- Part 7: Logging -- Introduction to logging -- Logging in Python -- Advanced logging -- Part 8: Concurrency and parallelism -- Introduction to concurrency and parallelism -- Threading -- MultiProcessing -- Inter thread / Process synchronisation -- Futures -- Concurrency with AsyncIO -- Performance monitoring and profiling -- Part 9: Reactive programming -- Reactive programming introduction -- RxPy observables, observers and subjects -- RxPy operators -- Part 10: Network programming -- Introduction to sockets and web services -- Sockets in Python -- Web services in Python -- Flask web services -- Flask bookshop web service -- Part 11: Data analytics and machine learning -- Introduction to data science -- Pandas and data analytics -- Alternatives to pandas -- Machine learning in Python -- Pip and Conda virtual environments. |
| Record Nr. | UNINA-9910746976703321 |
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Hunt John
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advanced Guide to Python 3 Programming / / by John Hunt
| Advanced Guide to Python 3 Programming / / by John Hunt |
| Autore | Hunt John |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XXVI, 497 p. 649 illus., 162 illus. in color.) |
| Disciplina | 005.133 |
| Collana | Undergraduate Topics in Computer Science |
| Soggetto topico |
Programming languages (Electronic computers)
Python (Computer program language) Database management Programming Languages, Compilers, Interpreters Python Database Management |
| ISBN | 3-030-25943-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction to Computer Graphics -- Python Turtle Graphics -- Computer Generated Art -- Introduction to Matplotlib -- Graphing with Matplotlib pyplot -- Graphical User Interfaces -- The wxPython GUI library -- Events in wxPython User Interfaces -- PyDraw wxPython Example Application -- StarshipMeteors pygame -- Introduction to Testing -- Introduction to Files, Paths and IO -- Reading and Writing Files -- Stream IO -- Working with CSV Files -- Introduction to Databases -- Python DB-API -- PyMySQL Module -- Introduction to Logging -- Logging in Python -- Introduction to Concurrency and Parallelism -- Inter Thread / Process Synchronisation -- Reactive Programming Introduction -- RxPy Observables, Observers and Subjects -- RxPy Operators and Schedulers -- Introduction to Sockets and Web Services -- Sockets in Python -- Web Services in Python -- Bookshop Web Service. . |
| Record Nr. | UNINA-9910349280603321 |
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Hunt John
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advanced Python Development : Using Powerful Language Features in Real-World Applications / / by Matthew Wilkes
| Advanced Python Development : Using Powerful Language Features in Real-World Applications / / by Matthew Wilkes |
| Autore | Wilkes Matthew |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Berkeley, CA : , : Apress : , : Imprint : Apress, , 2020 |
| Descrizione fisica | 1 online resource (XXII, 605 p. 62 illus.) |
| Disciplina | 005.133 |
| Soggetto topico |
Python (Computer program language)
Open source software Computer programming Programming languages (Electronic computers) Python Open Source Programming Languages, Compilers, Interpreters |
| ISBN | 1-4842-5793-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1: Prototyping and Environments -- Chapter 2: Testing, Checking and Linting -- Chapter 3: Packaging Scripts -- Chapter 4: From Script to Library -- Chapter 5: Alternative Interfaces -- Chapter 6: Speeding Things Up -- Chapter 7: Aggregation Process -- Chapter 8: Asynchronous Programming -- Chapter 9: Asynchronous Databases -- Chapter 10: Viewing the Data -- Chapter 11: Fault Tolerance -- Chapter 12: Callbacks and Data Analysis. |
| Record Nr. | UNINA-9910411927103321 |
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Wilkes Matthew
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| Berkeley, CA : , : Apress : , : Imprint : Apress, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Algorithms on Trees and Graphs : With Python Code / / by Gabriel Valiente
| Algorithms on Trees and Graphs : With Python Code / / by Gabriel Valiente |
| Autore | Valiente Gabriel <1963-> |
| Edizione | [2nd ed. 2021.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
| Descrizione fisica | 1 online resource (392 pages) |
| Disciplina | 511.5 |
| Collana | Texts in Computer Science |
| Soggetto topico |
Computer science - Mathematics
Discrete mathematics Algorithms Graph theory Python (Computer program language) C++ (Computer program language) Discrete Mathematics in Computer Science Graph Theory Python C++ Teoria de grafs |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-81885-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Introduction -- 2. Algorithmic Techniques -- 3. Tree Traversal -- 4. Tree Isomorphism -- 5. Graph Traversal -- 6. Clique, Independent Set, and Vertex Cover -- 7. Graph Isomorphism. |
| Record Nr. | UNINA-9910502982803321 |
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Valiente Gabriel <1963->
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Deep Learning : A Case-Based Approach to Understanding Deep Neural Networks / / by Umberto Michelucci
| Applied Deep Learning : A Case-Based Approach to Understanding Deep Neural Networks / / by Umberto Michelucci |
| Autore | Michelucci Umberto |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Berkeley, CA : , : Apress : , : Imprint : Apress, , 2018 |
| Descrizione fisica | 1 online resource (425 pages) |
| Disciplina | 006.31 |
| Soggetto topico |
Artificial intelligence
Python (Computer program language) Open source software Computer programming Big data Artificial Intelligence Python Open Source Big Data |
| ISBN | 1-4842-3790-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1: Introduction -- Chapter 2: Single Neurons -- Chapter 3: Fully connected Neural Network with more neurons -- Chapter 4: Neural networks error analysis -- Chapter 5: Dropout technique -- Chapter 6: Hyper parameters tuning -- Chapter 7: Tensorflow and optimizers (Gradient descent, Adam, momentum, etc.) -- Chapter 8: Convolutional Networks and image recognition -- Chapter 9: Recurrent Neural Networks -- Chapter 10: A practical COMPLETE example from scratch (put everything together) -- Chapter 11: Logistic regression implement from scratch in Python without libraries. . |
| Altri titoli varianti | Case-based approach to understanding neural networks |
| Record Nr. | UNINA-9910300755003321 |
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Michelucci Umberto
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| Berkeley, CA : , : Apress : , : Imprint : Apress, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Natural Language Processing with Python : Implementing Machine Learning and Deep Learning Algorithms for Natural Language Processing / / by Taweh Beysolow II
| Applied Natural Language Processing with Python : Implementing Machine Learning and Deep Learning Algorithms for Natural Language Processing / / by Taweh Beysolow II |
| Autore | Beysolow II Taweh |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Berkeley, CA : , : Apress : , : Imprint : Apress, , 2018 |
| Descrizione fisica | 1 online resource (158 pages) |
| Disciplina | 006.35 |
| Soggetto topico |
Artificial intelligence
Python (Computer program language) Open source software Big data Artificial Intelligence Python Open Source Big Data |
| ISBN | 1-4842-3733-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 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. |
| Record Nr. | UNINA-9910300755103321 |
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Beysolow II Taweh
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| Berkeley, CA : , : Apress : , : Imprint : Apress, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Reinforcement Learning with Python : With OpenAI Gym, Tensorflow, and Keras / / by Taweh Beysolow II
| Applied Reinforcement Learning with Python : With OpenAI Gym, Tensorflow, and Keras / / by Taweh Beysolow II |
| Autore | Beysolow Taweh |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Berkeley, CA : , : Apress : , : Imprint : Apress, , 2019 |
| Descrizione fisica | 1 online resource (177 pages) : illustrations |
| Disciplina | 006.3 |
| Soggetto topico |
Artificial intelligence
Python (Computer program language) Open source software Computer programming Artificial Intelligence Python Open Source |
| ISBN | 1-4842-5127-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1: Introduction to Reinforcement Learning -- Chapter 2: Reinforcement Learning Algorithms -- Chapter 3: Q Learning -- Chapter 4: Reinforcement Learning Based Market Making -- Chapter 5: Reinforcement Learning for Video Games. . |
| Record Nr. | UNINA-9910338230603321 |
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Beysolow Taweh
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| Berkeley, CA : , : Apress : , : Imprint : Apress, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Python
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- Computer programming (59)
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