natural language processing -移花宫 -武林禁地，闲人禁止入内

Introduction to Transformer Models for NLP Using BERT, GPT, and More to Solve Modern Natural Language Processing Tasks

Lesson 09 Further Applications of BERT + GPT/002. 9.1 Siamese BERT-networks for semantic searching.mp4 182.7 MB
Lesson 06 Hands-on BERT/003. 6.2 BERT for sequence classification.mp4 180.0 MB
Lesson 12 The Vision Transformer/003. 12.2 Fine-tuning an image captioning system.mp4 155.9 MB
Lesson 08 Hands-on GPT/003. 8.2 GPT for code dictation.mp4 124.5 MB
Lesson 06 Hands-on BERT/005. 6.4 BERT for questionanswering.mp4 111.8 MB
Lesson 09 Further Applications of BERT + GPT/003. 9.2 Teaching GPT multiple tasks at once with prompt engineering.mp4 104.6 MB
Lesson 04 Natural Language Understanding with BERT/003. 4.2 Wordpiece tokenization.mp4 101.2 MB
Lesson 07 Natural Language Generation with GPT/003. 7.2 Masked multi-headed attention.mp4 94.7 MB
Lesson 06 Hands-on BERT/004. 6.3 BERT for token classification.mp4 93.9 MB
Lesson 11 Hands-on T5/003. 11.2 Using T5 for abstractive summarization.mp4 88.1 MB
Lesson 13 Deploying Transformer Models/003. 13.2 Sharing our models on HuggingFace.mp4 86.4 MB
Lesson 04 Natural Language Understanding with BERT/002. 4.1 Introduction to BERT.mp4 85.4 MB
Lesson 02 How Transformers Use Attention to Process Text/003. 2.2 Scaled dot product attention.mp4 85.3 MB
Lesson 02 How Transformers Use Attention to Process Text/004. 2.3 Multi-headed attention.mp4 79.1 MB
Lesson 08 Hands-on GPT/002. 8.1 GPT for style completion.mp4 75.7 MB
Lesson 07 Natural Language Generation with GPT/002. 7.1 Introduction to the GPT family.mp4 73.7 MB
Lesson 11 Hands-on T5/002. 11.1 Off the shelf results with T5.mp4 73.3 MB
Lesson 07 Natural Language Generation with GPT/005. 7.4 Few-shot learning.mp4 69.6 MB
z.oreilly-transformers-video-series-main/data/toxic.csv 68.8 MB
Lesson 04 Natural Language Understanding with BERT/004. 4.3 The many embeddings of BERT.mp4 63.6 MB

[磁力链接] 添加时间:2025-02-19 大小:4.1 GB 最近下载:2025-06-01 热度:1601

[ FreeCourseWeb.com ] Skillshare - Deep Learning & AI - Natural language processing Hands-on.zip

[ FreeCourseWeb.com ] Skillshare - Deep Learning & AI - Natural language processing Hands-on.zip 171.2 MB

[磁力链接] 添加时间:2025-02-12 大小:171.2 MB 最近下载:2025-05-29 热度:200

Lane H., Dyshel M. Natural Language Processing in Action 2ed 2025

Code.zip 94.2 MB
Lane H., Dyshel M. Natural Language Processing in Action 2ed 2025.pdf 20.0 MB

[磁力链接] 添加时间:2025-01-20 大小:114.2 MB 最近下载:2025-05-31 热度:1009

[ CourseHulu.com ] Linkedin - Natural Language Processing with PyTorch

~Get Your Files Here !/04 - 3. Guided Project CNN Text Classification with PyTorch/01 - Preprocessing text dataset.mp4 22.5 MB
~Get Your Files Here !/04 - 3. Guided Project CNN Text Classification with PyTorch/02 - Building a simple CNN model.mp4 20.6 MB
~Get Your Files Here !/03 - 2. PyTorch Basics/02 - PyTorch tensor.mp4 14.9 MB
~Get Your Files Here !/04 - 3. Guided Project CNN Text Classification with PyTorch/05 - Solution Training process.mp4 13.2 MB
~Get Your Files Here !/04 - 3. Guided Project CNN Text Classification with PyTorch/03 - Train and evaluate functions.mp4 11.7 MB
~Get Your Files Here !/02 - 1. NLP with Deep Learning Introduction/02 - Introducing deep learning.mp4 8.9 MB
~Get Your Files Here !/04 - 3. Guided Project CNN Text Classification with PyTorch/04 - Challenge Training process.mp4 7.4 MB
~Get Your Files Here !/01 - Introduction/01 - Welcome.mp4 5.7 MB
~Get Your Files Here !/02 - 1. NLP with Deep Learning Introduction/01 - Popular topics in NLP.mp4 5.0 MB
~Get Your Files Here !/03 - 2. PyTorch Basics/01 - Why PyTorch.mp4 4.4 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 3.2 MB
~Get Your Files Here !/05 - Conclusion/01 - Keep learning and connect.mp4 1.9 MB
~Get Your Files Here !/Ex_Files_Natural_Language_Processing_with_PyTorch/Exercise Files/03-05.ipynb 15.6 kB
~Get Your Files Here !/Ex_Files_Natural_Language_Processing_with_PyTorch/Exercise Files/03-04.ipynb 12.3 kB
~Get Your Files Here !/04 - 3. Guided Project CNN Text Classification with PyTorch/01 - Preprocessing text dataset.srt 12.1 kB
~Get Your Files Here !/04 - 3. Guided Project CNN Text Classification with PyTorch/02 - Building a simple CNN model.srt 8.1 kB
~Get Your Files Here !/Ex_Files_Natural_Language_Processing_with_PyTorch/Exercise Files/03-01b.ipynb 6.4 kB
~Get Your Files Here !/Ex_Files_Natural_Language_Processing_with_PyTorch/Exercise Files/03-01e.ipynb 6.3 kB
~Get Your Files Here !/Ex_Files_Natural_Language_Processing_with_PyTorch/Exercise Files/02-02e.ipynb 6.2 kB
~Get Your Files Here !/03 - 2. PyTorch Basics/02 - PyTorch tensor.srt 6.1 kB

[磁力链接] 添加时间:2024-12-30 大小:119.7 MB 最近下载:2025-01-09 热度:5

[Tutorialsplanet.NET] Udemy - Natural Language Processing für Data Science mit Python

7 - Themenmodellierung/67 - Latent Dirichlet Allocation mit Python Teil 2.mp4 182.4 MB
4 - Part of Speech Tagging und Named Entity Recognition/33 - Part of Speech Tagging.mp4 176.8 MB
9 - Meilenstein Projekt/87 - Chat Bots erstellen mit Python Teil 3.mp4 171.4 MB
3 - Natural Language Processing Grundlagen/22 - SpaCy Grundlagen Teil 2.mp4 169.3 MB
7 - Themenmodellierung/69 - Nonnegative Matrix Factorization mit Python.mp4 161.6 MB
9 - Meilenstein Projekt/88 - Chat Bots erstellen mit Python Teil 4.mp4 144.4 MB
8 - Deep Learning fur NLP/77 - Keras Grundlagen Teil 2.mp4 143.0 MB
6 - Semantik und Stimmungsanalyse/59 - Stimmungsanalyse mit NLTK.mp4 140.1 MB
9 - Meilenstein Projekt/86 - Chat Bots erstellen mit Python Teil 2.mp4 138.4 MB
2 - Python Textgrundlagen/13 - Arbeiten mit PDFs.mp4 135.7 MB
3 - Natural Language Processing Grundlagen/28 - PhrasenMatching und Wortschatz Teil 1.mp4 134.9 MB
8 - Deep Learning fur NLP/80 - Textgenerierung mit LSTMs mit Keras und Python Teil 1.mp4 130.3 MB
4 - Part of Speech Tagging und Named Entity Recognition/40 - Part Of Speech Assessment Losungen.mp4 128.0 MB
6 - Semantik und Stimmungsanalyse/62 - Stimmungsanalyse Projekt Assessment Losungen.mp4 127.9 MB
7 - Themenmodellierung/71 - Themenmodellierung Projekt Losungen.mp4 123.3 MB
8 - Deep Learning fur NLP/81 - Textgenerierung mit LSTMs mit Keras und Python Teil 2.mp4 121.6 MB
2 - Python Textgrundlagen/15 - Regular Expressions Teil 2.mp4 121.4 MB
2 - Python Textgrundlagen/14 - Regular Expressions Teil 1.mp4 120.2 MB
5 - Textklassifizierung/51 - Textklassifizierung Code Along Projekt.mp4 109.0 MB
3 - Natural Language Processing Grundlagen/24 - Tokenisierung Teil 2.mp4 104.5 MB

[磁力链接] 添加时间:2024-09-25 大小:5.8 GB 最近下载:2025-05-31 热度:467

[ CourseWikia.com ] Oreilly - Mastering Natural Language Processing Part 1 - NLP Fundamental Principles and Applications

~Get Your Files Here !/005. Exploring text summarization machine translation and information extraction in Python.mp4 14.4 MB
~Get Your Files Here !/001. Strings, Tokens, and Intent Recognition.mp4 14.2 MB
~Get Your Files Here !/002. Strings, Tokens, and Intent Recognition.mp4 14.2 MB
~Get Your Files Here !/004. From rule-based approaches to deep learning and large language models.mp4 8.6 MB
~Get Your Files Here !/003. Introduction.mp4 7.9 MB
~Get Your Files Here !/004. Exploring text summarization machine translation and information extraction in Python.en.srt 7.9 kB
~Get Your Files Here !/003. From rule-based approaches to deep learning and large language models.en.srt 5.7 kB
~Get Your Files Here !/001. Strings, Tokens, and Intent Recognition.en.srt 5.4 kB
~Get Your Files Here !/002. Introduction.en.srt 1.6 kB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 181 Bytes

[磁力链接] 添加时间:2024-09-16 大小:59.3 MB 最近下载:2025-06-01 热度:806

[ DevCourseWeb.com ] Mastering Natural Language Processing Part 3 - Implementing Advanced NLP Techniques

~Get Your Files Here !/004. Foundations, Implementations, and Applications.mp4 33.9 MB
~Get Your Files Here !/005. A comprehensive user intent recognition tutorial using ChatGPT-4.mp4 27.7 MB
~Get Your Files Here !/001. Introduction.mp4 23.8 MB
~Get Your Files Here !/002. Introduction.mp4 23.8 MB
~Get Your Files Here !/003. Practical example and insights in 100 lines of code.mp4 21.1 MB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes

[磁力链接] 添加时间:2024-09-13 大小:130.3 MB 最近下载:2025-05-31 热度:1026

[UdemyCourseDownloader] Getting Started with Natural Language Processing with Python

14 - Downloading an Article.mp4 35.2 MB
18 - Building a Corpus of Tech Articles.mp4 30.3 MB
20 - Identifying Themes Using K-Means Clustering.mp4 22.9 MB
16 - Extracting a Summary.mp4 19.1 MB
19 - Understanding the Clustering Workflow.mp4 18.6 MB
22 - Assigning a Theme to an Article.mp4 14.4 MB
15 - Preprocessing Article Text.mp4 12.6 MB
02 - Recognizing Natural Language Processing Applications.mp4 12.5 MB
12 - Auto-summarizing Text Using a Rule-based Model.mp4 9.1 MB
21 - Understanding the Classification Workflow.mp4 8.3 MB
10 - Understanding Types of Machine Learning Problems in NLP.mp4 7.7 MB
08 - Disambiguating Word Meanings.mp4 7.6 MB
11 - Understanding the Mechanics of Machine Learning.mp4 6.3 MB
03 - Understanding NLP Tasks.mp4 6.2 MB
05 - Removing Stopwords.mp4 5.9 MB
07 - Stemming and POS Tagging.mp4 5.8 MB
09 - Contrasting Rule Based and Machine Learning Approaches.mp4 5.8 MB
06 - Identifying Bigrams.mp4 5.3 MB
04 - Tokenizing Text.mp4 4.7 MB
13 - Understanding the Mechanics.mp4 4.3 MB

[磁力链接] 添加时间:2024-09-13 大小:253.9 MB 最近下载:2025-06-01 热度:245

[ FreeCourseWeb.com ] Mastering Natural Language Processing Part 2 - Unlocking Text Processing Techniques with Python

~Get Your Files Here !/003. In Natural Language Processing.mp4 34.9 MB
~Get Your Files Here !/005. Pattern matching, file handling, and text manipulation and more.mp4 17.2 MB
~Get Your Files Here !/004. Formatting, splitting, stripping, finding, encoding, checking and more.mp4 16.8 MB
~Get Your Files Here !/001. Introduction.mp4 10.5 MB
~Get Your Files Here !/002. Introduction.mp4 10.5 MB
~Get Your Files Here !/006. Unveiling the power of backlashes for text processing.mp4 3.3 MB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 183 Bytes

[磁力链接] 添加时间:2024-09-11 大小:93.3 MB 最近下载:2025-05-31 热度:1563

Natural Language Processing Fundamentals Techniques, Tools, and Applications

Module 2 Text Processing and Feature Engineering/003. Lesson 2.3 Use Case Who Wrote it Authorship Attribution with Heuristic NLP.mp4 130.0 MB
Module 4 Advanced NLP Models/004. Lesson 4.4 Use Case Fine-tuning a Sentiment Analysis Classifier with DistilBERT.mp4 115.6 MB
Module 5 Beyond the NLP Model/003. Lesson 5.3 Use Case Build Your Own Retrieval-Augmented Generation (RAG) System.mp4 85.7 MB
Module 3 Traditional NLP Models/001. Lesson 3.1 Probabilistic Models.mp4 77.5 MB
Module 2 Text Processing and Feature Engineering/002. Lesson 2.2 Feature Engineering Techniques.mp4 70.5 MB
Module 4 Advanced NLP Models/003. Lesson 4.3 Large Language Models (LLMs).mp4 63.9 MB
Module 2 Text Processing and Feature Engineering/001. Lesson 2.1 Preprocessing Techniques.mp4 62.7 MB
Module 3 Traditional NLP Models/003. Lesson 3.3 Use Case Text Classification with Naive Bayes.mp4 61.0 MB
Module 3 Traditional NLP Models/002. Lesson 3.2 Introduction to Neural Networks in NLP.mp4 60.4 MB
Module 4 Advanced NLP Models/002. Lesson 4.2 Task-Specific Transformer Models and Fine-Tuning.mp4 57.8 MB
Module 1 Introduction to Linguistics, NLP and Related Platforms/003. Lesson 1.3 Major Platforms and Packages Used in this Course.mp4 52.7 MB
Module 1 Introduction to Linguistics, NLP and Related Platforms/001. Lesson 1.1 What is Linguistics.mp4 49.5 MB
Module 1 Introduction to Linguistics, NLP and Related Platforms/002. Lesson 1.2 What is Natural Language Processing.mp4 48.7 MB
Module 4 Advanced NLP Models/001. Lesson 4.1 Attention Mechanism and Transformers.mp4 47.4 MB
Module 5 Beyond the NLP Model/002. Lesson 5.2 MLOps and LLMOps.mp4 46.0 MB
Module 5 Beyond the NLP Model/001. Lesson 5.1 Ethical Considerations.mp4 43.5 MB
Module 0 Course Introduction/001. Course Introduction.mp4 30.2 MB
Module 5 Beyond the NLP Model/004. Lesson 5.4 Course Closing.mp4 15.7 MB
z.nlp-fundamentals-main/0203_heuristic_nlp.ipynb 443.0 kB
z.nlp-fundamentals-main/0404_finetuning_transformers.ipynb 256.3 kB

[磁力链接] 添加时间:2024-08-10 大小:1.1 GB 最近下载:2025-05-31 热度:2538

Natural Language Processing - Transformers with Hugging Face

Chapter 3 Transformers with Hugging Face/005. Embeddings and Semantic Search in Python.mp4 129.4 MB
Chapter 3 Transformers with Hugging Face/003. Sentiment Analysis in Python.mp4 48.6 MB
Chapter 3 Transformers with Hugging Face/019. Zero-Shot Classification in Python.mp4 43.4 MB
Chapter 3 Transformers with Hugging Face/007. Text Generation in Python.mp4 41.7 MB
Chapter 3 Transformers with Hugging Face/001. From RNNs to Attention and Transformers - Intuition.mp4 40.8 MB
Chapter 3 Transformers with Hugging Face/011. Named Entity Recognition (NER) in Python.mp4 34.3 MB
Chapter 3 Transformers with Hugging Face/008. Masked Language Modeling (Article Spinner).mp4 33.4 MB
Chapter 3 Transformers with Hugging Face/009. Masked Language Modeling (Article Spinner) in Python.mp4 32.2 MB
Chapter 3 Transformers with Hugging Face/015. Neural Machine Translation in Python.mp4 30.1 MB
Chapter 3 Transformers with Hugging Face/006. Text Generation.mp4 28.9 MB
Chapter 1 Welcome/001. Introduction and Outline.mp4 28.8 MB
Chapter 3 Transformers with Hugging Face/002. Sentiment Analysis.mp4 27.6 MB
Chapter 3 Transformers with Hugging Face/013. Text Summarization in Python.mp4 23.4 MB
Chapter 3 Transformers with Hugging Face/017. Question Answering in Python.mp4 22.9 MB
Chapter 3 Transformers with Hugging Face/004. Embeddings and Semantic Search.mp4 21.5 MB
Chapter 3 Transformers with Hugging Face/016. Question Answering.mp4 19.6 MB
Chapter 3 Transformers with Hugging Face/018. Zero-Shot Classification.mp4 15.0 MB
Chapter 3 Transformers with Hugging Face/014. Neural Machine Translation.mp4 13.7 MB
Chapter 3 Transformers with Hugging Face/020. Beginner's Corner Section Summary.mp4 11.7 MB
Chapter 3 Transformers with Hugging Face/021. Suggestion Box.mp4 11.7 MB

[磁力链接] 添加时间:2024-07-31 大小:698.9 MB 最近下载:2025-06-01 热度:9683

Practical Natural Language Processing Go from Zero to Hero

[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/7 - Chatbots Build with Google Cloud Service Dialogflow/50 - Create Dialogflow chatbot.mp4 208.7 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/15 - Section 14 Advanced NLP Models BERT/96 - Working of BERT Language Model.mp4 202.3 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/4 - Word Embeddings/22 - Hands On Word Embeddings Usage of Pretrained models.mp4 197.1 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/2 - Pipeline of NLP/6 - Data Extraction and Text Cleaning hands On.mp4 195.0 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/9 - Project Build Chatbot using RASA/66 - Working with Action File Demo.mp4 194.2 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/13 - Working with Hugging Face Library/93 - Text Classification with Feature Extraction.mp4 186.6 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/4 - Word Embeddings/25 - Skip Gram Hands On Deep Dive.mp4 186.6 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/11 - NLP Project Analyze Tweets from Twitter/79 - Hands On Implementation of Project.mp4 182.5 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/9 - Project Build Chatbot using RASA/64 - Building the chatbot Extract Entity working with Slots.mp4 180.4 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/13 - Working with Hugging Face Library/90 - Text Classification with HuggingFace Transformers Data Loading.mp4 180.1 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/9 - Project Build Chatbot using RASA/57 - rasa-demo.zip 164.6 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/8 - Deep Dive into the Dialog Systems Chatbot/56 - Deep Learning based intent Classification.mp4 152.0 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/9 - Project Build Chatbot using RASA/63 - Building the chatbot Add intents and Response.mp4 148.9 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/7 - Chatbots Build with Google Cloud Service Dialogflow/48 - Basics of Dialogflow.mp4 146.8 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/12 - Section 11 Introduction to Transformers/82 - RNN Recurrent Neural Networks.mp4 140.5 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/12 - Section 11 Introduction to Transformers/81 - Feed Forward Neural Network and Challenges.mp4 138.4 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/12 - Section 11 Introduction to Transformers/84 - Attention Mechanism Attention is all you Need.mp4 134.1 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/9 - Project Build Chatbot using RASA/69 - RASA Pipeline file.mp4 130.0 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/13 - Working with Hugging Face Library/89 - Working with Hugging Face Library Pipeline.mp4 129.0 MB
[TutsNode.net] - Practical Natural Language Processing Go from Zero to Hero/3 - NLP Text Vectorization/19 - TFIDF Hands On.mp4 125.8 MB

[磁力链接] 添加时间:2024-07-31 大小:7.7 GB 最近下载:2025-05-19 热度:667

Natural Language Processing - Probability Models in Python

Chapter 3 Spam Detection/006. Spam Detection in Python.mp4 56.2 MB
Chapter 5 Text Summarization/008. TextRank in Python (Advanced).mp4 40.9 MB
Chapter 5 Text Summarization/004. Text Summarization in Python.mp4 39.1 MB
Chapter 7 Latent Semantic Analysis (Latent Semantic Indexing)/002. SVD (Singular Value Decomposition) Intuition.mp4 38.7 MB
Chapter 6 Topic Modeling/006. Topic Modeling with Latent Dirichlet Allocation (LDA) in Python.mp4 36.6 MB
Chapter 4 Sentiment Analysis/002. Logistic Regression Intuition (pt 1).mp4 35.8 MB
Chapter 6 Topic Modeling/005. Latent Dirichlet Allocation (LDA) - Intuition (Advanced).mp4 33.1 MB
Chapter 4 Sentiment Analysis/006. Sentiment Analysis in Python (pt 1).mp4 31.1 MB
Chapter 3 Spam Detection/004. Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1).mp4 30.6 MB
Chapter 6 Topic Modeling/002. Latent Dirichlet Allocation (LDA) - Essentials.mp4 28.0 MB
Chapter 3 Spam Detection/005. Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2).mp4 28.0 MB
Chapter 3 Spam Detection/002. Naive Bayes Intuition.mp4 27.5 MB
Chapter 7 Latent Semantic Analysis (Latent Semantic Indexing)/004. Latent Semantic Analysis Latent Semantic Indexing in Python.mp4 27.4 MB
Chapter 6 Topic Modeling/007. Non-Negative Matrix Factorization (NMF) Intuition.mp4 26.1 MB
Chapter 5 Text Summarization/006. TextRank - How It Really Works (Advanced).mp4 25.9 MB
Chapter 4 Sentiment Analysis/007. Sentiment Analysis in Python (pt 2).mp4 24.9 MB
Chapter 5 Text Summarization/005. TextRank Intuition.mp4 22.3 MB
Chapter 5 Text Summarization/009. Text Summarization in Python - The Easy Way (Beginner).mp4 21.9 MB
Chapter 4 Sentiment Analysis/004. Logistic Regression Training and Interpretation.mp4 21.4 MB
Chapter 4 Sentiment Analysis/001. Sentiment Analysis - Problem Description.mp4 20.8 MB

[磁力链接] 添加时间:2024-07-25 大小:827.1 MB 最近下载:2025-06-01 热度:3126

Natural Language Processing - Machine Learning Models in Python

Chapter 3 Spam Detection/006. Spam Detection in Python.mp4 56.1 MB
Chapter 5 Text Summarization/008. TextRank in Python (Advanced).mp4 40.9 MB
Chapter 5 Text Summarization/004. Text Summarization in Python.mp4 39.1 MB
Chapter 7 Latent Semantic Analysis (Latent Semantic Indexing)/002. SVD (Singular Value Decomposition) Intuition.mp4 38.7 MB
Chapter 6 Topic Modeling/006. Topic Modeling with Latent Dirichlet Allocation (LDA) in Python.mp4 36.6 MB
Chapter 4 Sentiment Analysis/002. Logistic Regression Intuition (pt 1).mp4 35.8 MB
Chapter 6 Topic Modeling/005. Latent Dirichlet Allocation (LDA) - Intuition (Advanced).mp4 33.1 MB
Chapter 4 Sentiment Analysis/006. Sentiment Analysis in Python (pt 1).mp4 31.0 MB
Chapter 3 Spam Detection/004. Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1).mp4 30.6 MB
Chapter 6 Topic Modeling/002. Latent Dirichlet Allocation (LDA) - Essentials.mp4 28.0 MB
Chapter 3 Spam Detection/005. Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2).mp4 28.0 MB
Chapter 3 Spam Detection/002. Naive Bayes Intuition.mp4 27.5 MB
Chapter 7 Latent Semantic Analysis (Latent Semantic Indexing)/004. Latent Semantic Analysis Latent Semantic Indexing in Python.mp4 27.4 MB
Chapter 6 Topic Modeling/007. Non-Negative Matrix Factorization (NMF) Intuition.mp4 26.1 MB
Chapter 5 Text Summarization/006. TextRank - How It Really Works (Advanced).mp4 25.9 MB
Chapter 4 Sentiment Analysis/007. Sentiment Analysis in Python (pt 2).mp4 24.9 MB
Chapter 5 Text Summarization/005. TextRank Intuition.mp4 22.3 MB
Chapter 5 Text Summarization/009. Text Summarization in Python - The Easy Way (Beginner).mp4 21.9 MB
Chapter 4 Sentiment Analysis/004. Logistic Regression Training and Interpretation.mp4 21.4 MB
Chapter 4 Sentiment Analysis/001. Sentiment Analysis - Problem Description.mp4 20.8 MB

[磁力链接] 添加时间:2024-07-23 大小:827.1 MB 最近下载:2025-06-01 热度:4751

Natural Language Processing - Deep Learning Models in Python

Chapter 6 Recurrent Neural Networks/009. Parts-of-Speech (POS) Tagging in Tensorflow.mp4 57.2 MB
Chapter 4 Feedforward Artificial Neural Networks/013. CBOW in Tensorflow (Advanced).mp4 54.1 MB
Chapter 5 Convolutional Neural Networks/006. CNN Architecture.mp4 42.5 MB
Chapter 3 The Neuron/004. Text Classification in Tensorflow.mp4 39.5 MB
Chapter 4 Feedforward Artificial Neural Networks/004. Activation Functions.mp4 38.8 MB
Chapter 6 Recurrent Neural Networks/006. GRU and LSTM (pt 1).mp4 38.8 MB
Chapter 5 Convolutional Neural Networks/005. Convolution on Color Images.mp4 35.9 MB
Chapter 5 Convolutional Neural Networks/002. What is Convolution.mp4 35.5 MB
Chapter 3 The Neuron/002. Fitting a Line.mp4 34.0 MB
Chapter 6 Recurrent Neural Networks/005. RNNs Paying Attention to Shapes.mp4 28.8 MB
Chapter 6 Recurrent Neural Networks/007. GRU and LSTM (pt 2).mp4 25.6 MB
Chapter 4 Feedforward Artificial Neural Networks/008. Text Preprocessing Code Preparation.mp4 25.3 MB
Chapter 3 The Neuron/006. How does a model learn.mp4 23.6 MB
Chapter 4 Feedforward Artificial Neural Networks/003. The Geometrical Picture.mp4 23.5 MB
Chapter 6 Recurrent Neural Networks/008. RNN for Text Classification in Tensorflow.mp4 22.1 MB
Chapter 6 Recurrent Neural Networks/004. RNN Code Preparation.mp4 21.5 MB
Chapter 4 Feedforward Artificial Neural Networks/010. Embeddings.mp4 21.4 MB
Chapter 3 The Neuron/005. The Neuron.mp4 21.1 MB
Chapter 4 Feedforward Artificial Neural Networks/002. Forward Propagation.mp4 21.0 MB
Chapter 6 Recurrent Neural Networks/003. Simple RNN Elman Unit (pt 2).mp4 20.7 MB

[磁力链接] 添加时间:2024-07-20 大小:934.1 MB 最近下载:2025-05-31 热度:4782

Natural Language Processing - Embeddings and Text Preprocessing in Python

Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/002. Anaconda Environment Setup.mp4 69.7 MB
Chapter 3 Vector Models and Text Preprocessing/013. TF-IDF (Code).mp4 61.5 MB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/002. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 54.4 MB
Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/003. How to install Numpy, Scipy, Matplotlib, Pandas, and Tensorflow.mp4 51.5 MB
Chapter 3 Vector Models and Text Preprocessing/009. Count Vectorizer (Code).mp4 48.9 MB
Chapter 3 Vector Models and Text Preprocessing/015. How to Build TF-IDF From Scratch.mp4 39.9 MB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/004. What order should I take your courses in (part 2).mp4 39.3 MB
Chapter 3 Vector Models and Text Preprocessing/005. Tokenization.mp4 36.8 MB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/003. Proof that using Jupyter Notebook is the same as not using it.mp4 36.2 MB
Chapter 3 Vector Models and Text Preprocessing/008. Stemming and Lemmatization Demo.mp4 35.6 MB
Chapter 3 Vector Models and Text Preprocessing/004. Count Vectorizer (Theory).mp4 32.1 MB
Chapter 4 Looking Ahead/002. Neural Word Embeddings Demo.mp4 31.7 MB
Chapter 3 Vector Models and Text Preprocessing/011. TF-IDF (Theory).mp4 31.7 MB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/001. How to Code Yourself (part 1).mp4 31.0 MB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/004. How to use Github & Extra Coding Tips (Optional).mp4 30.6 MB
Chapter 3 Vector Models and Text Preprocessing/007. Stemming and Lemmatization.mp4 30.6 MB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/003. What order should I take your courses in (part 1).mp4 29.5 MB
Chapter 4 Looking Ahead/003. How To Do NLP In Other Languages.mp4 28.7 MB
Chapter 3 Vector Models and Text Preprocessing/002. What is a Vector.mp4 26.0 MB
Chapter 3 Vector Models and Text Preprocessing/014. Word-to-Index Mapping.mp4 25.5 MB

[磁力链接] 添加时间:2024-07-14 大小:950.9 MB 最近下载:2025-05-31 热度:3765

Applied Generative AI and Natural Language Processing with Python

Chapter 10 Capstone Project Chatbot/002. Webapp Climate Change Chatbot Data Prep (Coding).mp4 128.0 MB
Chapter 02 NLP-Introduction/011. GloVe Word (Coding).mp4 103.0 MB
Chapter 04 Model Finetuning/004. Simple Model (Coding).mp4 86.3 MB
Chapter 02 NLP-Introduction/005. Sentiment OHE (Coding).mp4 84.5 MB
Chapter 02 NLP-Introduction/013. Sentiment with Embedding (Coding).mp4 77.5 MB
Chapter 13 Miscellaneous/004. LLM-Functions (Coding).mp4 75.3 MB
Chapter 05 Vector Databases/006. Bible Vector DB - Data Prep (Coding).mp4 69.2 MB
Chapter 04 Model Finetuning/007. Finetuning Model (Coding).mp4 63.2 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/017. Zero-Shot Text Classification (Coding).mp4 62.6 MB
Chapter 08 Advanced Prompt Engineering/008. Self-Consistency Chain-of-Thought (Coding).mp4 61.1 MB
Chapter 10 Capstone Project Chatbot/004. Webapp Climate Change Chatbot RAG (Coding).mp4 60.9 MB
Chapter 05 Vector Databases/007. Bible Vector DB - Database Handling (Coding).mp4 58.5 MB
Chapter 08 Advanced Prompt Engineering/015. Self-Feedback (Coding).mp4 57.8 MB
Chapter 10 Capstone Project Chatbot/005. Webapp Climate Change Chatbot Webapp (Coding).mp4 57.4 MB
Chapter 08 Advanced Prompt Engineering/005. Chain-of-Thought (Coding).mp4 56.0 MB
Chapter 02 NLP-Introduction/009. GloVe Word Analogy (Coding).mp4 54.4 MB
Chapter 05 Vector Databases/009. Solution Movies Vector DB - Data Prep (Coding).mp4 52.9 MB
Chapter 05 Vector Databases/013. Multimodal Vector DB Setup (Coding).mp4 48.2 MB
Chapter 05 Vector Databases/004. Tokenization (Coding).mp4 48.1 MB
Chapter 05 Vector Databases/010. Solution Movies Vector DB - DB-Setup (Coding).mp4 47.7 MB

[磁力链接] 添加时间:2024-06-28 大小:2.9 GB 最近下载:2025-06-01 热度:5902

Mastering Natural Language Processing (NLP) with Deep Learning

03. NLP Architectures, Sequence Models, and Transformers/05. Hands-on Transformers.mp4 19.4 MB
02. Natural Language Processing (NLP) Essentials- Exploring Text Data/06. Pretrained Embeddings.mp4 17.3 MB
02. Natural Language Processing (NLP) Essentials- Exploring Text Data/01. Introduction to NLP.mp4 15.7 MB
02. Natural Language Processing (NLP) Essentials- Exploring Text Data/03. Hands-on Preprocessing.mp4 15.3 MB
03. NLP Architectures, Sequence Models, and Transformers/01. Text Classification.mp4 15.1 MB
03. NLP Architectures, Sequence Models, and Transformers/03. Model Evaluation.mp4 11.3 MB
02. Natural Language Processing (NLP) Essentials- Exploring Text Data/04. What Is Word Embedding-.mp4 9.7 MB
03. NLP Architectures, Sequence Models, and Transformers/02. Sequence Models and RNNs.mp4 8.8 MB
03. NLP Architectures, Sequence Models, and Transformers/06. Wrap-up.mp4 8.5 MB
02. Natural Language Processing (NLP) Essentials- Exploring Text Data/02. How to Prepare Text Data.mp4 7.8 MB
03. NLP Architectures, Sequence Models, and Transformers/04. Attention Is All You Need.mp4 7.4 MB
mastering-nlp-deep-learning.zip 5.3 MB
02. Natural Language Processing (NLP) Essentials- Exploring Text Data/07. Limitations and Solutions.mp4 3.1 MB
01. Course Overview/01. Course Overview.mp4 3.0 MB
02. Natural Language Processing (NLP) Essentials- Exploring Text Data/05. Embedding Models.mp4 2.9 MB
03. NLP Architectures, Sequence Models, and Transformers/05. Hands-on Transformers.srt 9.1 kB
02. Natural Language Processing (NLP) Essentials- Exploring Text Data/03. Hands-on Preprocessing.srt 7.5 kB
03. NLP Architectures, Sequence Models, and Transformers/04. Attention Is All You Need.srt 6.7 kB
03. NLP Architectures, Sequence Models, and Transformers/01. Text Classification.srt 5.9 kB
02. Natural Language Processing (NLP) Essentials- Exploring Text Data/06. Pretrained Embeddings.srt 5.6 kB

[磁力链接] 添加时间:2024-05-25 大小:150.5 MB 最近下载:2025-06-01 热度:3108

[ DevCourseWeb.com ] Mastering Natural Language Processing - A Comprehensive Guide

~Get Your Files Here !/1 - Introduction to NLP/1 - Introduction.mp4 68.7 MB
~Get Your Files Here !/10 - Word2Vec/10 - Word2Vec.mp4 51.6 MB
~Get Your Files Here !/5 - Understanding Parts of Speech Tagging in NLP/5 - Understanding Parts of Speech Tagging in NLP.mp4 51.4 MB
~Get Your Files Here !/6 - Named Entity Recognition/6 - Named Entity Recognition.mp4 30.8 MB
~Get Your Files Here !/4 - Lemmatization/4 - Lemmatization.mp4 28.2 MB
~Get Your Files Here !/2 - Tokenization in NLP/2 - Tokenization in NLP.mp4 27.8 MB
~Get Your Files Here !/7 - Introduction to Spacy/7 - Introduction to Spacy.mp4 24.2 MB
~Get Your Files Here !/9 - Bag of words/9 - Bag of words.mp4 17.7 MB
~Get Your Files Here !/8 - Stops words in NLP/8 - Stops words in NLP.mp4 16.9 MB
~Get Your Files Here !/3 - Stemming in NLP/3 - Stemming in NLP.mp4 12.1 MB
~Get Your Files Here !/1 - Introduction to NLP/1 - EP-81.pdf 647.8 kB
~Get Your Files Here !/8 - Stops words in NLP/8 - EP-88.ipynb 13.2 kB
~Get Your Files Here !/6 - Named Entity Recognition/6 - Ep-86.ipynb 12.5 kB
~Get Your Files Here !/2 - Tokenization in NLP/2 - EP-82.ipynb 6.8 kB
~Get Your Files Here !/7 - Introduction to Spacy/7 - EP-87.ipynb 5.6 kB
~Get Your Files Here !/4 - Lemmatization/4 - EP-84.ipynb 5.2 kB
~Get Your Files Here !/5 - Understanding Parts of Speech Tagging in NLP/5 - Ep-85.ipynb 4.7 kB
~Get Your Files Here !/10 - Word2Vec/10 - EP-90.ipynb 4.7 kB
~Get Your Files Here !/3 - Stemming in NLP/3 - EP-83.ipynb 4.3 kB
~Get Your Files Here !/9 - Bag of words/9 - EP-89.ipynb 3.3 kB

[磁力链接] 添加时间:2024-05-25 大小:330.0 MB 最近下载:2025-05-29 热度:1130

[Coursera] Natural Language Processing Specialization

04_machine-translation-and-document-search/07_heroes-of-nlp-kathleen-mckeown/07_01_andrew-ng-with-kathleen-mckeown.mp4 306.0 MB
01_sentiment-analysis-with-logistic-regression/05_heroes-of-nlp-chris-manning-optional/05_01_andrew-ng-with-chris-manning.mp4 232.6 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_01_welcome-to-the-nlp-specialization.mp4 26.8 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_10_log-likelihood-part-1.mp4 11.7 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_03_transforming-word-vectors.mp4 11.5 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_20_logistic-regression-testing.mp4 11.5 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_06_naive-bayes-introduction.mp4 10.7 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_02_welcome-to-course-1.mp4 10.5 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_22_logistic-regression-cost-function.mp4 10.0 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_09_locality-sensitive-hashing.mp4 10.0 MB
03_vector-space-models/01_lecture-vector-space-models/01_04_word-by-word-and-word-by-doc.mp4 9.4 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_07_hash-tables-and-hash-functions.mp4 8.5 MB
03_vector-space-models/01_lecture-vector-space-models/01_12_manipulating-words-in-vector-spaces.mp4 8.1 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_16_testing-naive-bayes.mp4 8.1 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_04_bayes-rule.mp4 8.0 MB
03_vector-space-models/01_lecture-vector-space-models/01_10_cosine-similarity.mp4 7.9 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_13_approximate-nearest-neighbors.mp4 7.5 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_11_multiple-planes.mp4 7.4 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_14_training-naive-bayes.mp4 7.4 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_05_supervised-ml-sentiment-analysis.mp4 7.1 MB

[磁力链接] 添加时间:2024-04-29 大小:903.3 MB 最近下载:2025-06-01 热度:12083