Strumenti Utente

Strumenti Sito


mds:txa:start

Differenze

Queste sono le differenze tra la revisione selezionata e la versione attuale della pagina.

Link a questa pagina di confronto

Entrambe le parti precedenti la revisione Revisione precedente
Prossima revisione
Revisione precedente
Prossima revisione Entrambe le parti successive la revisione
mds:txa:start [06/09/2021 alle 08:10 (11 mesi fa)]
Andrea Esuli AY 2021-2022
mds:txa:start [15/11/2021 alle 07:32 (9 mesi fa)]
Andrea Esuli [Lecture Notes]
Linea 1: Linea 1:
-====== Text Analytics A.Y. 2021/22 ======+====== Text Analytics (635AA) A.Y. 2021/22 ======
  
  
Linea 11: Linea 11:
 ==== Schedule  ==== ==== Schedule  ====
  
-^ Day ^ Hour ^ Room ^ +^ Day ^ Hour ^ Room ^  
-| Monday | 11-13 | Fib H lab +| Monday | 9-11 | Fib C - [[https://teams.microsoft.com/l/channel/19%3aPNQvMI4MdxtWb0_5d1r1UoIPA9QHxRe6kOuZ9VHTG-I1%40thread.tacv2/General?groupId=109c5615-d2be-49ef-848f-85c7aa07de5b&tenantId=c7456b31-a220-47f5-be52-473828670aa1|Teams]]
-Thursday 9-11 | Fib C1 |+Friday| 11-13 | Fib M1 -  [[https://teams.microsoft.com/l/channel/19%3aPNQvMI4MdxtWb0_5d1r1UoIPA9QHxRe6kOuZ9VHTG-I1%40thread.tacv2/General?groupId=109c5615-d2be-49ef-848f-85c7aa07de5b&tenantId=c7456b31-a220-47f5-be52-473828670aa1|Teams]]|
  
  
Linea 35: Linea 35:
  
 ==== Exam ==== ==== Exam ====
 +
 +**__Students MUST contact the teacher at least one month before the date set for the exam session__, so as to agree on the contents of the project and get a go ahead.**
 +
 +**The date set for the exam session ([[https://esami.unipi.it/esami/findcourse.php?id=52426|Check here]]) is the deadline for submitting the completed project (report and code).**
  
 Exam will consist in a project to be agreed with the teacher and an oral exam. Exam will consist in a project to be agreed with the teacher and an oral exam.
Linea 45: Linea 49:
  
 Students may work solo or in groups up to three persons. Students may work solo or in groups up to three persons.
- 
-**Students MUST contact the teacher at least one month before the date set for the exam session, so as to agree on the contents of the project and get a go ahead.** 
- 
-**The date set for the exam session is the deadline for submitting the completed project (report and code).** 
  
 ==== Lecture Notes ==== ==== Lecture Notes ====
  
 ^ Date ^ Lecture ^ Notes ^ ^ Date ^ Lecture ^ Notes ^
-| 2021/09/13 | Introduction to the course |  +| 2021/09/13 | Introduction to the course, NLP & Text Analytics {{ :mds:txa:00_-_introduction_to_the_text_analytics_course.pdf |}}, {{ :mds:txa:01_-_natural_language_and_text_analytics.pdf |}} 
-| 2021/09/16  |  |  +| 2021/09/17 Introduction to probability {{ :mds:txa:02_-_introduction_to_probability.pdf |}}  |  
-| 2021/09/20 |  |  |  +| 2021/09/20 | //canceled//|  |  
-| 2021/09/23   |  +| 2021/09/24 Introduction to python 1/2 {{ :mds:txa:03_-_introduction_to_python.pdf |}} {{ :mds:txa:03_1_introduction_to_python.zip |}}|  
-| 2021/09/27 |  |  |  +| 2021/09/27 | Introduction to python 2/2 |  |  
-| 2021/09/30   |  +| 2021/10/01 Probabilistic Language Models 1/2 {{ :mds:txa:04_-_probabilistic_language_models.pdf |}} {{ :mds:txa:04_1_probabilisticlanguagemodel.zip |}}|  
-| 2021/10/04 |  |  | +| 2021/10/04 | Probabilistic Language Models 2/2 |  | 
-| 2021/10/07  |  | +| 2021/10/08 Text Indexing: Regular expressions | {{ :mds:txa:05_-_text_indexing.pdf |}} {{ :mds:txa:05_1_strings_regular_expressions_and_bs4.zip |}}  | 
-| 2021/10/11 |   +| 2021/10/11 | Text Indexing: NLTK, Collocations {{ :mds:txa:05_2_nltk.zip |}} {{ :mds:txa:05_3_collocations.zip |}} 
-| 2021/10/14  |  | +| 2021/10/15 Text Indexing: Spacy, Feature selection, Pipeline | {{ :mds:txa:05_4_spacy_text_processing.zip |}}  | 
-| 2021/10/18 |   +| 2021/10/18 | Text Indexing: Notebook. Introduction to Machine Learning {{ :mds:txa:05_5_text_indexing_sklearn.zip |}} {{ :mds:txa:06_-_machine_learning_for_text_analytics.pdf |}}
-| 2021/10/21  |  | +| 2021/10/22 Machine Learning for TA: Paradigms and models |  {{ :mds:txa:06_-_machine_learning_for_text_analytics.pdf |}} 
-| 2021/10/25 |   +| 2021/10/25 | Machine Learning for TA: the complete pipeline {{ :mds:txa:06_1_classification_sklearn.zip |}} 
-| 2021/10/28   +| 2021/10/29 Machine Learning for TA: Feature engineering, Topic Modeling {{ :mds:txa:06_2_classification_feature_engineering.zip |}} {{ :mds:txa:06.3_-_topic_modeling.pdf |}} {{ :mds:txa:06.4_-_topic_modeling.ipynb.zip |}} 
-| 2022/11/  +| 2022/11/05 Experimental protocols and optimization {{ :mds:txa:07_-_experiments.pdf |}} {{ :mds:txa:07_1_optimization_sklearn.zip |}} 
-| 2022/11/  +| 2022/11/08 Information Extraction, Entity Annotation {{ :mds:txa:08_-_information_extraction.pdf |}} {{ :mds:txa:08_1_spacy_ner_train.zip |}}
-| 2022/11/11   +| 2022/11/12 Data collection {{ :mds:txa:09_-_data_collection.pdf |}} {{ :mds:txa:09_1_scraping.zip |}} {{ :mds:txa:09_2_data_from_twitter.zip |}}
-| 2022/11/15 |   +| 2022/11/15 | Introduction to Neural Networks {{ :mds:txa:10_-_a_primer_on_neural_networks.pdf |}} {{ :mds:txa:10.1_-_example_of_backpropagation.pdf |}} {{ :mds:txa:10.2_-_svm_to_nn.ipynb.zip |}}
-| 2022/11/18   |+| 2022/11/19 Text classification with Neural Networks {{ :mds:txa:10.3_-_classification_-_cnnnet.ipynb.zip |}} {{ :mds:txa:10.4_-_classification_-_lstmnet.ipynb.zip |}} {{ :mds:txa:10_5_textgeneration.zip |}}|
 | 2022/11/22 |  |  | | 2022/11/22 |  |  |
-| 2022/11/25 |  |  |+| 2022/11/26 |  |  |
 | 2022/11/29 |  |  | | 2022/11/29 |  |  |
-| 2022/12/|  |  |+| 2022/12/03 |  |  |
  
 ==== Textbooks ==== ==== Textbooks ====
mds/txa/start.txt · Ultima modifica: 01/08/2022 alle 13:18 (7 giorni fa) da Lucia Passaro