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- 【影视】 [ CourseLala.com ] Linkedin - Advanced AI - Transformers for NLP using Large Language Models
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收录时间:2025-05-06
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~Get Your Files Here !/04 - 3. Large Language Models/08 - Chinchilla.mp4 16.3 MB
~Get Your Files Here !/04 - 3. Large Language Models/02 - GPT-3 use cases.mp4 13.7 MB
~Get Your Files Here !/03 - 2. Training Transformers and Their Architecture/01 - Transfer learning.mp4 12.1 MB
~Get Your Files Here !/04 - 3. Large Language Models/09 - BIG-bench.mp4 12.1 MB
~Get Your Files Here !/04 - 3. Large Language Models/10 - PaLM.mp4 12.0 MB
~Get Your Files Here !/04 - 3. Large Language Models/06 - Gopher.mp4 11.0 MB
~Get Your Files Here !/04 - 3. Large Language Models/03 - Challenges and shortcomings of GPT-3.mp4 8.7 MB
~Get Your Files Here !/04 - 3. Large Language Models/01 - GPT-3.mp4 8.4 MB
~Get Your Files Here !/04 - 3. Large Language Models/07 - Scaling laws.mp4 6.1 MB
~Get Your Files Here !/04 - 3. Large Language Models/04 - GLaM.mp4 6.0 MB
~Get Your Files Here !/04 - 3. Large Language Models/05 - Megatron-Turing NLG Model.mp4 5.6 MB
~Get Your Files Here !/02 - 1. Transformers in NLP/03 - Transformers History.mp4 5.1 MB
~Get Your Files Here !/04 - 3. Large Language Models/11 - OPT and BLOOM.mp4 4.5 MB
~Get Your Files Here !/03 - 2. Training Transformers and Their Architecture/03 - Self-attention.mp4 3.4 MB
~Get Your Files Here !/02 - 1. Transformers in NLP/02 - Transformers in production.mp4 3.2 MB
~Get Your Files Here !/03 - 2. Training Transformers and Their Architecture/02 - Transformer Architecture overview.mp4 3.0 MB
~Get Your Files Here !/05 - Conclusion/01 - Going further with Transformers.mp4 2.9 MB
~Get Your Files Here !/02 - 1. Transformers in NLP/01 - What are large language models.mp4 2.6 MB
~Get Your Files Here !/03 - 2. Training Transformers and Their Architecture/04 - Multi-head attention and Feed Forward Network.mp4 2.4 MB
~Get Your Files Here !/01 - Introduction/01 - Learning about Large Language Models.mp4 1.7 MB
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- 【影视】 [ FreeCourseWeb.com ] Linkedin - Transformers - Text Classification for NLP Using BERT
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收录时间:2025-05-05
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~Get Your Files Here !/05 - 4. Text Classification/05 - Tiny IMDb.mp4 16.5 MB
~Get Your Files Here !/02 - 1. NLP and Transformers/01 - How transformers are used in NLP.mp4 16.1 MB
~Get Your Files Here !/05 - 4. Text Classification/02 - The Datasets library.mp4 12.8 MB
~Get Your Files Here !/03 - 2. BERT and Transfer Learning/01 - Bias in BERT.mp4 10.0 MB
~Get Your Files Here !/02 - 1. NLP and Transformers/05 - Solution BERT model sizes.mp4 9.7 MB
~Get Your Files Here !/03 - 2. BERT and Transfer Learning/03 - Transfer learning.mp4 8.7 MB
~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/04 - Tokenizers.mp4 8.4 MB
~Get Your Files Here !/06 - Conclusion/01 - Additional training runs.mp4 7.9 MB
~Get Your Files Here !/02 - 1. NLP and Transformers/04 - Challenge BERT model sizes.mp4 7.7 MB
~Get Your Files Here !/05 - 4. Text Classification/03 - Overview of IMDb dataset.mp4 6.3 MB
~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/03 - Positional encodings and segment embeddings.mp4 6.0 MB
~Get Your Files Here !/05 - 4. Text Classification/06 - A training run.mp4 5.5 MB
~Get Your Files Here !/02 - 1. NLP and Transformers/03 - Transformers history.mp4 5.0 MB
~Get Your Files Here !/05 - 4. Text Classification/04 - Using a tokenizer.mp4 4.0 MB
~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/01 - Transformer Architecture overview.mp4 3.5 MB
~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/05 - Self-attention.mp4 3.5 MB
~Get Your Files Here !/05 - 4. Text Classification/01 - BERT and text classification.mp4 3.4 MB
~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/02 - BERT model and tokenization.mp4 3.4 MB
~Get Your Files Here !/03 - 2. BERT and Transfer Learning/02 - How was BERT trained.mp4 3.2 MB
~Get Your Files Here !/02 - 1. NLP and Transformers/02 - Transformers in production.mp4 3.1 MB
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- 【影视】 [ CourseWikia.com ] Advanced AI - NLP Techniques for Clinical Datasets
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收录时间:2025-04-28
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~Get Your Files Here !/04 - 3. Clinical Text Representation/02 - Clinical text representation using fastText.mp4 25.4 MB
~Get Your Files Here !/02 - 1. Clinical Named Entity Recognition (CNER)/02 - Clinical named entity recognition using scispaCy.mp4 20.4 MB
~Get Your Files Here !/03 - 2. Clinical Entity Resolution/03 - Entity linkage and resolution with a biomedical knowledge base.mp4 17.7 MB
~Get Your Files Here !/03 - 2. Clinical Entity Resolution/02 - Medical abbreviation resolution with scispaCy.mp4 11.6 MB
~Get Your Files Here !/05 - 4. Transformers for Clinical Text/04 - Clinical word prediction using transformers.mp4 10.0 MB
~Get Your Files Here !/04 - 3. Clinical Text Representation/03 - Clinical text representation using Universal Sentence Encoder (USE).mp4 9.5 MB
~Get Your Files Here !/05 - 4. Transformers for Clinical Text/02 - Clinical diagnosis prediction using transformers.mp4 8.6 MB
~Get Your Files Here !/02 - 1. Clinical Named Entity Recognition (CNER)/01 - What is clinical named entity recognition (CNER).mp4 8.1 MB
~Get Your Files Here !/05 - 4. Transformers for Clinical Text/03 - Clinical named entity recognition using transformers.mp4 7.4 MB
~Get Your Files Here !/03 - 2. Clinical Entity Resolution/01 - What is clinical entity resolution.mp4 6.3 MB
~Get Your Files Here !/04 - 3. Clinical Text Representation/01 - What is clinical text representation.mp4 5.0 MB
~Get Your Files Here !/05 - 4. Transformers for Clinical Text/01 - What are transformers.mp4 4.9 MB
~Get Your Files Here !/01 - Introduction/03 - How to use the exercise files.mp4 4.0 MB
~Get Your Files Here !/01 - Introduction/01 - Use NLP techniques for your data.mp4 3.8 MB
~Get Your Files Here !/06 - Conclusion/01 - Next steps.mp4 1.0 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 492.7 kB
~Get Your Files Here !/04 - 3. Clinical Text Representation/02 - Clinical text representation using fastText.srt 8.7 kB
~Get Your Files Here !/02 - 1. Clinical Named Entity Recognition (CNER)/02 - Clinical named entity recognition using scispaCy.srt 6.3 kB
~Get Your Files Here !/02 - 1. Clinical Named Entity Recognition (CNER)/01 - What is clinical named entity recognition (CNER).srt 6.1 kB
~Get Your Files Here !/03 - 2. Clinical Entity Resolution/03 - Entity linkage and resolution with a biomedical knowledge base.srt 5.9 kB
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- 【影视】 [ FreeCourseWeb.com ] Udemy - Practical LAB - Sales and Customer Service NLP AI ML Basics!!
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收录时间:2025-04-07
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~Get Your Files Here !/20 -Problems Solutions Sentiment Analysis for Sales and Service.mp4 469.2 MB
~Get Your Files Here !/19 -NLP AI and ML Basics for Customer Feedback Analysis.mp4 421.8 MB
~Get Your Files Here !/21 -Why Use Google Colab Advantages and Use Cases.mp4 397.5 MB
~Get Your Files Here !/18 -Fundamentals of Sales and Customer Service.mp4 360.7 MB
~Get Your Files Here !/13 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 13.mp4 98.3 MB
~Get Your Files Here !/16 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 16.mp4 72.8 MB
~Get Your Files Here !/7 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 7.mp4 68.2 MB
~Get Your Files Here !/6 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 6.mp4 68.0 MB
~Get Your Files Here !/3 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 3.mp4 57.6 MB
~Get Your Files Here !/5 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 5.mp4 50.5 MB
~Get Your Files Here !/10 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 10.mp4 46.9 MB
~Get Your Files Here !/4 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 4.mp4 45.0 MB
~Get Your Files Here !/8 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 8.mp4 38.8 MB
~Get Your Files Here !/17 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 17.mp4 36.4 MB
~Get Your Files Here !/14 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 14.mp4 24.9 MB
~Get Your Files Here !/1 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 1.mp4 22.4 MB
~Get Your Files Here !/9 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 9.mp4 22.3 MB
~Get Your Files Here !/11 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 11.mp4 19.5 MB
~Get Your Files Here !/15 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 15.mp4 17.6 MB
~Get Your Files Here !/12 -Sales Customer Service NLP AI ML Sentiment Analysis LAB Part 12.mp4 15.4 MB
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- 【影视】 Introduction to Transformer Models for NLP Using BERT, GPT, and More to Solve Modern Natural Language Processing Tasks
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收录时间:2025-02-19
文档个数:8257
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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
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- 【影视】 [FreeCourseSite.com] Udemy - Complete Data Science,Machine Learning,DL,NLP Bootcamp
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收录时间:2025-01-30
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27 - Understanding Complete Linear Regression Indepth Intuition And Practicals/011 Simple Linear Regression Practical.mp4 909.9 MB
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62 - Transformers/004 Self Attention Layer Working.mp4 774.0 MB
48 - End To End Machine Learning Project With AWS,Azure Deployment/001 End To End ML Project With Deployment-Github And Code Set Up.mp4 704.0 MB
48 - End To End Machine Learning Project With AWS,Azure Deployment/003 Discussing Project Problem Statement,EDA And Model Training.mp4 676.4 MB
48 - End To End Machine Learning Project With AWS,Azure Deployment/002 Implementing Project Structure, Logging And Exception Handling.mp4 659.4 MB
50 - MLFlow Dagshub and BentoML-Complete ML Project Lifecycle/001 Getting Started With MLOPS With MLFlow And Dagshub With Project.mp4 652.7 MB
29 - Steps By Step Project Implementation With LifeCycle OF ML Project/007 End To End ML Project Implementation.mp4 651.8 MB
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62 - Transformers/012 Decoder Transformer- Masked Multi Head Attention Working.mp4 608.2 MB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/010 Implementing Data Ingestions Component.mp4 587.2 MB
38 - Xgboost Machine Learning Algorithms/001 Xgboost Classification Indepth Intuit.mp4 580.5 MB
13 - Data Analysis With Python/002 Pandas- DataFrame And Series.mp4 580.1 MB
49 - End To End MLOPS Projects With ETL Pipelines- Building Network Security System/014 Data Transformation Implementation.mp4 557.1 MB
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13 - Data Analysis With Python/001 Numpy In Python.mp4 546.0 MB
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25 - Exploratory Data Analysis and Feature Engineering/003 Data Cleaning With Google Playstore Dataset.mp4 513.5 MB
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- 【影视】 [ FreeCourseWeb.com ] Udemy - Quit Smoking With Hypnosis, Nlp, Eft and Meditation
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收录时间:2025-01-28
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~Get Your Files Here !/3 - Section 3 Emotional Freedom Technique EFT 15 12 min/14 - EFT Step by Step Instruction Video.mp4 269.0 MB
~Get Your Files Here !/4 - Section 4Neuro Linguistic Programming NLP/15 - 1NLP AnchorsWhat are anchors and how do we create new anchors.mp4 224.5 MB
~Get Your Files Here !/1 - Section 1 Introduction and how to use this program 23 min/4 - Introduction10 min.mp4 216.4 MB
~Get Your Files Here !/2 - Section 2 Positive Opposite Method/9 - 3The creation of Positive opposite Part Two 8 min.mp4 176.8 MB
~Get Your Files Here !/2 - Section 2 Positive Opposite Method/12 - 6Learn to be aware and learn the meaning of choices 8 min.mp4 170.9 MB
~Get Your Files Here !/1 - Section 1 Introduction and how to use this program 23 min/5 - How to gain maximum results from this program.mp4 159.6 MB
~Get Your Files Here !/4 - Section 4Neuro Linguistic Programming NLP/16 - 2NLP How To Create Anchors Part 2 7 min.mp4 148.1 MB
~Get Your Files Here !/2 - Section 2 Positive Opposite Method/10 - 4What is an addiction and what creates the intensity 6 min.mp4 135.6 MB
~Get Your Files Here !/4 - Section 4Neuro Linguistic Programming NLP/17 - 3NLP create the positive Opposite with Anchoring and the End Of The Program 6 m.mp4 130.7 MB
~Get Your Files Here !/2 - Section 2 Positive Opposite Method/8 - 2The creation of Positive opposite Part one 6 min.mp4 124.4 MB
~Get Your Files Here !/1 - Section 1 Introduction and how to use this program 23 min/6 - 3What to expect and how it works 5 12 min.mp4 116.3 MB
~Get Your Files Here !/2 - Section 2 Positive Opposite Method/7 - 1Find your triggers that cause you to crave nicotine 5 12 min.mp4 116.2 MB
~Get Your Files Here !/2 - Section 2 Positive Opposite Method/13 - 7What does it mean to be a non smoker and how can I become non smoker 5 min.mp4 98.1 MB
~Get Your Files Here !/1 - Section 1 Introduction and how to use this program 23 min/3 - Introductory Video 4.mp4 94.9 MB
~Get Your Files Here !/1 - Section 1 Introduction and how to use this program 23 min/2 - Introductory Video 3.mp4 74.5 MB
~Get Your Files Here !/1 - Section 1 Introduction and how to use this program 23 min/1 - Introductory Video 2.mp4 68.1 MB
~Get Your Files Here !/5 - Self Hypnosis MP3 Audios/18 - S01QuitSmokingNightSelfHypnosisMP3.mp3 57.8 MB
~Get Your Files Here !/2 - Section 2 Positive Opposite Method/11 - 5Habits addictions and how to leave them behind 2 12 mn.mp4 54.0 MB
~Get Your Files Here !/5 - Self Hypnosis MP3 Audios/20 - S05QuitSmokingsubliminalwithnaturesoundsMP3.mp3 44.2 MB
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- 【影视】 [ DevCourseWeb.com ] Flutter and Nlp - Build Text, Voice and Document Translation App
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收录时间:2025-01-18
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~Get Your Files Here !/9 - Text Recognition in Flutter Extracting Text from Images/48 - Selecting and Capturing Document Images in Flutter.mp4 151.4 MB
~Get Your Files Here !/10 - Translating Recognized Text and Displaying Translated Document/54 - Hiding Text from the Original Document in Flutter.mp4 149.3 MB
~Get Your Files Here !/10 - Translating Recognized Text and Displaying Translated Document/53 - Using Custom Painter in Flutter to Draw Images on Canvas.mp4 131.3 MB
~Get Your Files Here !/2 - Setup Installations for Flutter/9 - MacOS Installing Android Studio for Flutter Development.mp4 112.0 MB
~Get Your Files Here !/2 - Setup Installations for Flutter/8 - MacOS Setting Up the Flutter SDK.mp4 101.7 MB
~Get Your Files Here !/11 - Enhancing the Document Translation/56 - Translate Documents to Any Language in Flutter.mp4 99.7 MB
~Get Your Files Here !/3 - Text Translation in Flutter Your First Steps/15 - Building the Translator and Downloading Language Models.mp4 87.1 MB
~Get Your Files Here !/6 - Adding Language Selection Dropdown and Dynamic Language Switching/38 - Enabling Speech Recognition and TTS for All Languages.mp4 78.1 MB
~Get Your Files Here !/11 - Enhancing the Document Translation/58 - Implementing an Animated Toggle Button in Flutter.mp4 76.1 MB
~Get Your Files Here !/3 - Text Translation in Flutter Your First Steps/14 - Setting Up Text Translation and Exploring the Documentation.mp4 73.6 MB
~Get Your Files Here !/9 - Text Recognition in Flutter Extracting Text from Images/49 - Enhancing the Vision Screen GUI for Professional Text Recognition.mp4 68.1 MB
~Get Your Files Here !/8 - Language Identification Automatically Detect and Translate Text/43 - Detecting Language and Automatically Performing Translation.mp4 67.0 MB
~Get Your Files Here !/2 - Setup Installations for Flutter/10 - MacOS Setting Up Xcode for iOS Development with Flutter.mp4 64.0 MB
~Get Your Files Here !/9 - Text Recognition in Flutter Extracting Text from Images/50 - Introduction to Text Recognition Feature.mp4 62.7 MB
~Get Your Files Here !/2 - Setup Installations for Flutter/5 - Windows Installing and Setting Up Flutter.mp4 62.2 MB
~Get Your Files Here !/4 - Speech Recognition for Seamless Text Translation/25 - Using Multiple Languages with Speech Recognition.mp4 61.9 MB
~Get Your Files Here !/3 - Text Translation in Flutter Your First Steps/13 - Creating a New Flutter Project and Designing the Apps GUI.mp4 61.6 MB
~Get Your Files Here !/10 - Translating Recognized Text and Displaying Translated Document/52 - Translating Recognized Text from Images in Flutter.mp4 61.1 MB
~Get Your Files Here !/8 - Language Identification Automatically Detect and Translate Text/42 - Identifying the Language of Text Automatically in Flutter.mp4 61.0 MB
~Get Your Files Here !/4 - Speech Recognition for Seamless Text Translation/22 - Recognizing Voice and Converting It to Text in Flutter.mp4 59.2 MB
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- 【影视】 [ CourseHulu.com ] Udemy - NLP Core Skills - Basics
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~Get Your Files Here !/6. Explain NLP Modeling.mp4 179.0 MB
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~Get Your Files Here !/2. Explain What is NLP.mp4 55.8 MB
~Get Your Files Here !/4. Describe the Four Pillars of NLP.mp4 33.2 MB
~Get Your Files Here !/5. Explain Model, Strategy and Technique.mp4 22.6 MB
~Get Your Files Here !/7. Explain the Reframing Technique.mp4 18.7 MB
~Get Your Files Here !/3. Explain the Benefits of NLP.mp4 15.4 MB
~Get Your Files Here !/6. Explain NLP Modeling.srt 20.1 kB
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~Get Your Files Here !/4. Describe the Four Pillars of NLP.srt 3.8 kB
~Get Your Files Here !/5. Explain Model, Strategy and Technique.srt 2.3 kB
~Get Your Files Here !/3. Explain the Benefits of NLP.srt 2.2 kB
~Get Your Files Here !/7. Explain the Reframing Technique.srt 1.8 kB
~Get Your Files Here !/Bonus Resources.txt 357 Bytes
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- 【影视】 Official Scarface Parody - Zero Tolerance (2011) - [NLP]
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- 【影视】 [ CourseWikia.com ] Oreilly - Mastering Natural Language Processing Part 1 - NLP Fundamental Principles and Applications
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~Get Your Files Here !/005. Exploring text summarization machine translation and information extraction in Python.mp4 14.4 MB
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~Get Your Files Here !/004. From rule-based approaches to deep learning and large language models.mp4 8.6 MB
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~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
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- 【影视】 [ DevCourseWeb.com ] Mastering Natural Language Processing Part 3 - Implementing Advanced NLP Techniques
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- 【影视】 Mastering Natural Language Processing (NLP) with Deep Learning
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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
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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
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~Get Your Files Here !/2. Word Embeddings/7. Cross-lingual word embedding models.mp4 165.0 MB
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~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/3. Artificial neuron activationintegration function, softmax, perceptron.mp4 90.7 MB
~Get Your Files Here !/2. Word Embeddings/8. Sub-word level embeddings.mp4 88.8 MB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/6. Long Short-Term Memory Networks LSTMs.mp4 65.3 MB
~Get Your Files Here !/2. Word Embeddings/4. Efficient Softmax approximations.mp4 64.7 MB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/2. Traditional n-gram language models and NNLM.mp4 58.3 MB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/3. Recurrent Neural Networks RNNs.mp4 57.7 MB
~Get Your Files Here !/2. Word Embeddings/3. word2vec (CBOW, Skipgram).mp4 53.4 MB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/5. Bidirectional RNNs, Stacked RNNs, Vanishing gradients problem.mp4 52.4 MB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/5. What is deep learning.mp4 50.7 MB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/6. How does back-propagation work.mp4 39.5 MB
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~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/7. Overfitting, dropout and regularization.mp4 28.4 MB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/7. Gated Recurrent Units GRUs.mp4 24.2 MB
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3. Natural language processing/6. Q&A and information retrieval 2.mp4 162.5 MB
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3. Natural language processing/9. Q&A and information retrieval 5.mp4 92.7 MB
2. Computer vision/9. Object detection 3.mp4 90.5 MB
2. Computer vision/6. Image classification 5.mp4 89.9 MB
3. Natural language processing/3. Text classification 2.mp4 87.7 MB
2. Computer vision/15. Action recognition 1.mp4 85.5 MB
3. Natural language processing/7. Q&A and information retrieval 3.mp4 84.3 MB
1. Introduction/1. Course content.mp4 83.2 MB
2. Computer vision/18. Action recognition 4.mp4 79.1 MB
2. Computer vision/3. Image classification 2.mp4 71.6 MB
2. Computer vision/4. Image classification 3.mp4 68.4 MB
3. Natural language processing/10. Audio classification 1.mp4 68.2 MB
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3. Natural language processing/6. Q&A and information retrieval 2.mp4 162.5 MB
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6 - Semantics and Sentiment Analysis/55 - Sentiment Analysis Project Assessment Solutions.mp4 142.6 MB
2 - Python Text Basics/7 - Working with Text Files with Python Part Two.mp4 142.4 MB
8 - Deep Learning for NLP/78 - Creating Chat Bots with Python Part Three.mp4 137.8 MB
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8 - Deep Learning for NLP/72 - Text Generation with LSTMs with Keras and Python Part One.mp4 129.6 MB
6 - Semantics and Sentiment Analysis/52 - Sentiment Analysis with NLTK.mp4 129.2 MB
8 - Deep Learning for NLP/74 - Text Generation with LSTMS with Keras Part Three.mp4 119.6 MB
5 - Text Classification/44 - Text Feature Extraction Code Along Part Two.mp4 119.2 MB
8 - Deep Learning for NLP/68 - Keras Basics Part One.mp4 116.6 MB
5 - Text Classification/43 - Text Feature Extraction Code Along Implementations.mp4 113.7 MB
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