5.82 GB | 9min 37s | mp4 | 2560X1440  | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :1  Introduction.mp4 | Size:  (93.14 MB)
FileName :2  What is NLP - History, Applications, and Current Landscape.mp4 | Size:  (94.53 MB)
FileName :3  NLP Pipeline Overview - From Raw Text to Insights.mp4 | Size:  (88.95 MB)
FileName :4  How to Get Help & Course Resources.mp4 | Size:  (88.04 MB)
FileName :5  Tokenisation - Word, Sentence, Subword.mp4 | Size:  (100.28 MB)
FileName :6  Text Cleaning - Lowercasing, Removing Noise, Stop Words.mp4 | Size:  (97.42 MB)
FileName :7  Stemming and Lemmatisation.mp4 | Size:  (115.73 MB)
FileName :8  Regular Expressions for NLP.mp4 | Size:  (100.48 MB)
FileName :9  String Matching and Fuzzy Matching.mp4 | Size:  (86.85 MB)
FileName :10  Bag of Words and TF‑IDF.mp4 | Size:  (102.79 MB)
FileName :11  Word Embeddings - Word2Vec, GloVe, FastText.mp4 | Size:  (115.3 MB)
FileName :12  Contextual Embeddings - ELMo, BERT embeddings.mp4 | Size:  (88.08 MB)
FileName :13  Document Embeddings - Doc2Vec, Sentence‑BERT.mp4 | Size:  (98.51 MB)
FileName :14  Byte‑Pair Encoding and SentencePiece.mp4 | Size:  (83 MB)
FileName :15  Vector Databases and Semantic Search.mp4 | Size:  (96.46 MB)
FileName :16  NLTK - The Swiss Army Knife of NLP.mp4 | Size:  (103.94 MB)
FileName :17  spaCy - Industrial‑Strength NLP.mp4 | Size:  (102.98 MB)
FileName :18  TextBlob - Quick and Simple Text Processing.mp4 | Size:  (89.03 MB)
FileName :19  Gensim - Topic Modelling and Word Vectors.mp4 | Size:  (93.36 MB)
FileName :20  Hugging Face transformers Library.mp4 | Size:  (98.02 MB)
FileName :21  Hugging Face datasets and tokenizers.mp4 | Size:  (91.97 MB)
FileName :22  Scikit‑learn for Text Classification.mp4 | Size:  (86.62 MB)
FileName :23  Naive Bayes for Text Classification.mp4 | Size:  (84.73 MB)
FileName :24  Logistic Regression and SVMs with TF‑IDF.mp4 | Size:  (94.47 MB)
FileName :25  Hidden Markov Models (HMMs) for POS Tagging.mp4 | Size:  (90.65 MB)
FileName :26  Conditional Random Fields (CRFs) for NER.mp4 | Size:  (96.33 MB)
FileName :27  Topic Modelling with LDA and NMF.mp4 | Size:  (101.14 MB)
FileName :28  Recurrent Neural Networks - RNNs, LSTMs, GRUs for Text.mp4 | Size:  (83.5 MB)
FileName :29  Sequence‑to‑Sequence Models (Seq2Seq).mp4 | Size:  (96.39 MB)
FileName :30  Attention Mechanisms and Bahdanau Luong Attention.mp4 | Size:  (95.48 MB)
FileName :31  The Transformer Architecture.mp4 | Size:  (95.5 MB)
FileName :32  Pre‑trained Transformers - BERT, RoBERTa, DistilBERT.mp4 | Size:  (137.44 MB)
FileName :33  GPT‑family Models - GPT‑2, GPT‑3, ChatGPT.mp4 | Size:  (83.7 MB)
FileName :34  Fine‑Tuning Pretrained Models on Custom Tasks.mp4 | Size:  (119.83 MB)
FileName :35  Text Classification and Sentiment Analysis.mp4 | Size:  (80.71 MB)
FileName :36  Named Entity Recognition (NER).mp4 | Size:  (76.63 MB)
FileName :37  Part‑of‑Speech (POS) Tagging and Dependency Parsing.mp4 | Size:  (83.79 MB)
FileName :38  Machine Translation.mp4 | Size:  (88.12 MB)
FileName :39  Text Summarisation - Extractive and Abstractive.mp4 | Size:  (77.68 MB)
FileName :40  Question Answering Systems.mp4 | Size:  (92.82 MB)
FileName :41  Text Generation and Prompt Engineering.mp4 | Size:  (108.26 MB)
FileName :42  Conversational AI and Chatbots.mp4 | Size:  (97.52 MB)
FileName :43  Information Retrieval and Ranking.mp4 | Size:  (111.93 MB)
FileName :44  Knowledge Graphs and Relation Extraction.mp4 | Size:  (101.36 MB)
FileName :45  Multilingual NLP and Cross‑lingual Transfer.mp4 | Size:  (112.88 MB)
FileName :46  Responsible NLP - Bias, Fairness, Explainability.mp4 | Size:  (105.19 MB)
FileName :47  Project 1 Spam Detection with TF‑IDF and Logistic Regression.mp4 | Size:  (102.2 MB)
FileName :48  Project 2 Movie Review Sentiment Analysis with LSTM.mp4 | Size:  (135.09 MB)
FileName :49  Project 3 Custom NER with spaCy and Transformers.mp4 | Size:  (120.83 MB)
FileName :50  Project 4 News Summariser with BART T5.mp4 | Size:  (92.34 MB)
FileName :51  Project 5 Question Answering over Custom Documents.mp4 | Size:  (101.87 MB)
FileName :52  Project 6 Twitter Sentiment Analysis Pipeline.mp4 | Size:  (93.89 MB)
FileName :53  Project 7 Chatbot with Rasa or Hugging Face.mp4 | Size:  (122.69 MB)
FileName :54  Real Project 1 End‑to‑End Document Classification System.mp4 | Size:  (119.28 MB)
FileName :55  Real Project 2 Multi‑lingual Translation Service with Transformers.mp4 | Size:  (121.53 MB)
FileName :56  Real Project 3 Building a Semantic Search Engine with Vector Embeddings.mp4 | Size:  (110.16 MB)
FileName :57  Top 15 NLP Theory Questions.mp4 | Size:  (123.48 MB)
FileName :58  Top 10 NLP Coding Challenges.mp4 | Size:  (98.92 MB)
FileName :59  Explain Your NLP Project - How to Present in an Interview.mp4 | Size:  (110.16 MB)
FileName :60  Mock Interview - Simulated NLP Engineer Interview.mp4 | Size:  (78.78 MB)]
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