Course Resources

61 PDFs + 28 Moodle + 121 Charts | Verified: 2025-12-18
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All Resources 61

NameFolder.tex Source
NN Discovery Handout NLP_slides/handouts/ 20250926_0800_nn_discovery_handout.tex
NN Discovery Handout V2 NLP_slides/handouts/ 20250926_0800_nn_discovery_handout.tex
NN Discovery Handout V3 NLP_slides/handouts/ 20250926_0800_nn_discovery_handout.tex
NN Discovery Handout V3 NLP_slides/nn_primer/handouts/ 20250926_0800_nn_discovery_handout.tex
Function Approximation Handout NLP_slides/handouts/ 20250926_0801_function_approximation_handout.tex
Function Approximation Handout V2 NLP_slides/handouts/ 20250926_0801_function_approximation_handout.tex
Final Lecture presentations/ 20251128_0945_final_lecture.tex
Agents Tools Action presentations/ 20251130_0739_agents_tools_action.tex
Alignment Rlhf Dpo presentations/ 20251130_0739_alignment_rlhf_dpo.tex
Rag Grounding Llms presentations/ 20251130_0739_rag_grounding_llms.tex
Reasoning Cot Ttc presentations/ 20251130_0739_reasoning_cot_ttc.tex
Comprehensive Course Overview NLP_slides/course_overview/presentations/ comprehensive_course_overview.tex
Course Overview NLP_slides/course_overview/presentations/ course_overview.tex
Embeddings Enhanced embeddings/ main_enhanced.tex
Embeddings Handout embeddings/handouts/ embeddings_handout.tex
Embeddings Modular Test embeddings/ main_enhanced.tex
Embeddings Postclass Verification embeddings/handouts/ embeddings_postclass_verification.tex
Embeddings Postclass Verification Instructor embeddings/handouts/ embeddings_postclass_verification_instructor.tex
Embeddings Postclass Verification V2 embeddings/handouts/ embeddings_postclass_verification.tex
LSTM Primer NLP_slides/lstm_primer/presentations/ lstm_primer.tex
LSTM Primer Visual NLP_slides/lstm_primer/presentations/ lstm_primer_visual.tex
Main Enhanced embeddings/ main_enhanced.tex
Ngrams Intro Exercise NLP_slides/week01_foundations/presentations/handouts/ nlp_lesson1_instructor.tex
NLP Lesson1 Exercise NLP_slides/week01_foundations/presentations/handouts/ nlp_lesson1_instructor.tex
NLP Lesson1 Instructor NLP_slides/week01_foundations/presentations/handouts/ nlp_lesson1_instructor.tex
NN Introduction NLP_slides/nn_primer/presentations/ 20250924_1615_neural_networks_primer.tex
NN Primer NLP_slides/nn_primer/presentations/ nn_primer.tex
NN Primer Restructured NLP_slides/nn_primer/presentations/ nn_primer_restructured.tex
Sentiment Analysis NLP_slides/sentiment_analysis_module/presentations/ 20251124_1231_sentiment_analysis_bsc.tex
Summarization NLP_slides/summarization_module/presentations/ summarization.tex
Summarization Discovery NLP_slides/summarization_module/presentations/ summarization_discovery.tex
Template Beamer Final ./ template_beamer_final.tex
Week00 Introduction NLP_slides/week00_introduction/presentations/ week00_introduction.tex
Week01 Ngrams NLP_slides/week01_foundations/presentations/ week01_ngrams.tex
Week02 Embeddings NLP_slides/week02_neural_lm/presentations/ week02_embeddings.tex
Week02 Handout Exercise NLP_slides/week02_neural_lm/presentations/handouts/ week02_handout_exercise.tex
Week02 Handout Instructor NLP_slides/week02_neural_lm/presentations/handouts/ week02_handout_instructor.tex
Week02 Handout Student NLP_slides/week02_neural_lm/presentations/handouts/ week02_handout_student.tex
Week02 Word2Vec Handout Instructor NLP_slides/week02_neural_lm/presentations/handouts/ week02_word2vec_handout_instructor.tex
Week02 Word2Vec Handout Instructor Simplified NLP_slides/week02_neural_lm/presentations/handouts/ week02_word2vec_handout_instructor_simplified.tex
Week02 Word2Vec Handout Student NLP_slides/week02_neural_lm/presentations/handouts/ week02_word2vec_handout_student.tex
Week02 Word2Vec Handout Student Simplified NLP_slides/week02_neural_lm/presentations/handouts/ week02_word2vec_handout_student_simplified.tex
Week03 RNN Handout Instructor NLP_slides/week03_rnn/presentations/handouts/ week03_rnn_handout_instructor.tex
Week03 RNN Handout Student NLP_slides/week03_rnn/presentations/handouts/ week03_rnn_handout_student.tex
Week03 RNN LSTM NLP_slides/week03_rnn/presentations/ week03_rnn_lstm.tex
Week04 Handout Instructor NLP_slides/week04_seq2seq/presentations/handouts/ week04_handout_instructor.tex
Week04 Handout Student NLP_slides/week04_seq2seq/presentations/handouts/ week04_handout_student.tex
Week04 Seq2Seq NLP_slides/week04_seq2seq/presentations/ 20251003_1200_week04_seq2seq_bsc_discovery_improved.tex
Week04 Seq2Seq Postclass Verification NLP_slides/week04_seq2seq/presentations/handouts/ week04_seq2seq_postclass_verification.tex
Week04 Seq2Seq Postclass Verification Instructor NLP_slides/week04_seq2seq/presentations/handouts/ week04_seq2seq_postclass_verification_instructor.tex
Week04 Seq2Seq Preclass Preparation NLP_slides/week04_seq2seq/presentations/handouts/ week04_seq2seq_preclass_preparation.tex
Week04 Seq2Seq Quick Reference NLP_slides/week04_seq2seq/presentations/handouts/ week04_seq2seq_quick_reference.tex
Week05 Transformers NLP_slides/week05_transformers/presentations/ week05_transformers.tex
Week06 Pretrained NLP_slides/week06_pretrained/presentations/ week06_pretrained.tex
Week06 Pretrained Handout Prepost NLP_slides/week06_pretrained/presentations/handouts/ week06_pretrained_handout_prepost.tex
Week07 Scaling NLP_slides/week07_advanced/presentations/ week07_scaling.tex
Week08 Tokenization NLP_slides/week08_tokenization/presentations/ week08_tokenization.tex
Week09 Decoding archive/NLP_slides_deutsch/NLP_Course_standalone_presentations/ week09_decoding_enhanced.tex
Week10 Finetuning NLP_slides/week10_finetuning/presentations/ week10_finetuning.tex
Week11 Efficiency NLP_slides/week11_efficiency/presentations/ week11_efficiency.tex
Week12 Ethics NLP_slides/week12_ethics/presentations/ week12_ethics.tex

Moodle Export (HS25) 28

NameMoodle Resource.tex Source
2025_NLP.pdf Gesamte Vorlesungsfolien [Y]template_beamer_final.tex
Transformers (2025.10.10) Transformers [~]week05_transformers.tex
Decoding Strategies Lecture Decoding Strategies [Y]NLP_Decoding_Strategies_BACKUP.tex
Embeddings Intro Slides Embeddings Introduction [Y]main_enhanced.tex
Foundations and Statistical LM Slides Foundations [Y]week1_Foundations_and_Statistical_Language_Modelling.tex
Modulbeschreibung Text Analytics Modulbeschreibung N/A
Moodle-Template Upload Beschreibung der Kurselemente N/A
Multi Agents Intro Multi Agents Intro [Y]summarization_discovery.tex
Neural LM Handout (Instructor) Exercise Solution [Y]week02_handout_instructor.tex
Neural LM Handout (Student) Exercise Neural Language [Y]week02_handout_student.tex
Neural Networks Introduction Slides Pre-Reading Neural [Y]20250926_1400_nn_10slide_comprehensive_enhanced.tex
NLP Word2Vec Neural Nets Slides Neural Language Models [Y]week02_embeddings.tex
[Y] Embeddings Handout Embeddings - Vorbereitung [?]
[Y] Embeddings Postclass Verification Uebung - Embeddings Postclass [?]
[Y] Embeddings Postclass (Instructor) Exercise Embeddings Solution [?]
Embeddings Tutorial Embeddings Tutorial [Y]week02_embeddings.tex
[Y] Function Approximation Handout V2 Exercise Neural Networks [?]
[Y] N-grams Intro Exercise Exercise Ngrams Intro [?]
NLP Lesson 1 (German) Uebung 1 - deutsch [Y]nlp_lesson1_student_handout.tex
t-SNE Tutorial T-SNE Tutorial [Y]week02_embeddings.tex
[Y] Week02 Word2Vec (Instructor) Exercise Solution Neuronale [?]
[Y] Week02 Word2Vec (Student) Exercise Neuronale Sprache [?]
Week03 LSTM (21 slides) Slides Introduction LSTMs [~]week03_rnn_lstm.tex
[Y] Week03 RNN Handout (Student) Uebung Neuronale Netze [?]
Week03 RNN with Foundations RNNs [Y]20250922_1458_week03_rnn_with_foundations.tex
Week03 RNN BSc Discovery RNNs Introduction [Y]20251003_0800_week03_rnn_bsc_discovery.tex
[Y] Week04 Handout (Student) Uebung Maschinen Uebersetzen [?]
[Y] Week04 Seq2Seq Sequence-to-Sequence-Modelle [?]