Marvin LanhenkeNLP-Day 30: A Bag-Of-Resources For Your NLP Learning AdventureGathering resources to continue learning and improvingMay 6, 20221May 6, 20221
Marvin LanhenkeNLP-Day 29: How To Manipulate And Preprocess Strings With Regular ExpressionsJust express yourself with regular expressionsMay 5, 2022May 5, 2022
Marvin LanhenkeNLP-Day 28: How To Approach And Choose A Deep Learning ArchitectureA general workflow and some key network architecturesMay 4, 2022May 4, 2022
Marvin LanhenkeNLP-Day 27: How To Visualize Word Embeddings With TensorboardA picture is worth more than a 1000 word embeddingMay 3, 2022May 3, 2022
Marvin LanhenkeNLP-Day 26: Semantic Similarity With BERT And HuggingFace TransformersOr how to make use of NLP’s best friend — BERTMay 2, 2022May 2, 2022
Marvin LanhenkeNLP-Day 25: NLP’s Best Friend. BERTIntroducing Bidirectional Encoder Representations from TransformersMay 1, 2022May 1, 2022
Marvin LanhenkeNLP-Day 24: Know Your Place. Positional Encoding In Transformers (Part 2)How to implement a positional encoding layer in KerasApr 30, 2022Apr 30, 2022
Marvin LanhenkeNLP-Day 23: Know Your Place. Positional Encoding In Transformers (Part 1)Introducing the concept of positional encoding in the context of TransformersApr 29, 2022Apr 29, 2022
Marvin LanhenkeNLP-Day 22: How To Create A Chatbot With TransformersGetting chatty with a transformer-based neural networkApr 28, 2022Apr 28, 2022
Marvin LanhenkeNLP-Day 21: Understanding Transformer Models And ArchitectureDissecting the transformer model and architecture to gain a deeper understandingApr 27, 2022Apr 27, 2022
Marvin LanhenkeNLP-Day 20: You Better Pay Attention To Transformers (Part 2)Understanding the general and transformer attention mechanismApr 26, 2022Apr 26, 2022
Marvin LanhenkeNLP-Day 19: You Better Pay Attention To Transformers (Part 1)Introducing the concept of attentionApr 25, 2022Apr 25, 2022
Marvin LanhenkeNLP-Day 18: Machine Translation With Sequence-to-Sequence (Part 2)How to translate English to German using a seq2seq modelApr 24, 2022Apr 24, 2022
Marvin LanhenkeNLP-Day 17: Machine Translation With Sequence 2 Sequence (Part 1)Introducing Sequence 2 Sequence models and related tasksApr 23, 2022Apr 23, 2022
Marvin LanhenkeNLP-Day 16: How To Remember Text With Long-Short-Term-Memory (Part 2)Generating novel text with a long-short-term memoryApr 22, 2022Apr 22, 2022
Marvin LanhenkeNLP-Day 15: How To Remember Text With Long-Short-Term-Memory (Part 1)Improving retention by applying the concept of LSTMApr 21, 2022Apr 21, 2022
Marvin LanhenkeNLP-Day 14: Get Loopy With Recurrent Neural Networks (Part 2)Text classification with Recurrent Neural NetworksApr 20, 2022Apr 20, 2022
Marvin LanhenkeNLP-Day 13: Get Loopy With Recurrent Neural Networks (Part 1)Starting to remember things with Recurrent Neural NetworksApr 19, 2022Apr 19, 2022
Marvin LanhenkeNLP-Day 12: Get Your Words In Order With Convolutional Neural Networks (Part 2)Text classification with Convolutional Neural NetworksApr 18, 20222Apr 18, 20222
Marvin LanhenkeNLP-Day 11: Get Your Words In Order With Convolutional Neural Networks (Part 1)Meaning, context, convolution, and word order with Convolutional Neural NetworksApr 17, 2022Apr 17, 2022