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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