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Zero to Agentic Series' Articles

Back to Priyesh Dave's Series

Aug 24

Day 1: What Is NLP? A Practical Introduction for Engineers

#ai #nlp #genai #100daysofcode

3 min read

Aug 25

Day 2: Text Preprocessing: Tokenization and Normalization

#ai #nlp #genai #100daysofcode

3 min read

Aug 26

Day 3: Stopwords, Stemming, and Lemmatization

#ai #nlp #genai #100daysofcode

4 min read

Aug 27

Day 4: Bag-of-Words and Text Vectorization

#ai #nlp #genai #100daysofcode

4 min read

Aug 29

Day 5: TF-IDF Explained and Implemented from Scratch

#ai #nlp #genai #100daysofcode

5 min read

Aug 30

Day 6: N-Grams and Statistical Language Modeling

#ai #nlp #genai #100daysofcode

4 min read

Aug 31

Day 7: Part-of-Speech Tagging

#ai #nlp #genai #100daysofcode

4 min read

Sep 1

Day 8: Named Entity Recognition (NER) Fundamentals

#ai #nlp #genai #100daysofcode

5 min read

Sep 1

Day 8: Named Entity Recognition (NER) Fundamentals

#ai #nlp #genai #100daysofcode

5 min read

Sep 1

Day 8: Named Entity Recognition (NER) Fundamentals

#ai #nlp #genai #100daysofcode

5 min read

Sep 2

Day 9: Text Classification with Naive Bayes and Logistic Regression

#ai #nlp #genai #100daysofcode

6 min read

Sep 3

Day 10: Evaluation Metrics for NLP: Precision, Recall, F1, Confusion Matrix

#ai #nlp #genai #100daysofcode

5 min read

Sep 4

Day 11: Why One-Hot Encoding Fails: The Case for Embeddings

#ai #nlp #genai #100daysofcode

3 min read

Sep 6

Day 12: Word2Vec Explained: Skip-Gram and CBOW

#ai #nlp #genai #100daysofcode

5 min read

Sep 9

Day 14: FastText and Subword Embeddings

#ai #nlp #genai #100daysofcode

5 min read

Sep 9

Day 13: GloVe: Global Vectors for Word Representation

#ai #nlp #genai #100daysofcode

6 min read