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[FreeCourseSite.com] Udemy - Machine Learning Natural Language Processing in Python (V2)

18. Recurrent Neural Networks/9. Parts-of-Speech (POS) Tagging in Tensorflow.mp4 152.1 MB
3. Vector Models and Text Preprocessing/14. TF-IDF (Code).mp4 131.0 MB
16. Feedforward Artificial Neural Networks/13. CBOW in Tensorflow (Advanced).mp4 123.3 MB
21. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 113.4 MB
9. Spam Detection/6. Spam Detection in Python.mp4 112.8 MB
7. Cipher Decryption (Advanced)/4. Genetic Algorithms.mp4 110.3 MB
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6. Article Spinner (Intermediate)/4. Article Spinner in Python (pt 1).mp4 100.6 MB
16. Feedforward Artificial Neural Networks/4. Activation Functions.mp4 93.7 MB
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11. Text Summarization/8. TextRank in Python (Advanced).mp4 86.3 MB
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13. Latent Semantic Analysis (Latent Semantic Indexing)/2. SVD (Singular Value Decomposition) Intuition.mp4 85.8 MB
15. The Neuron/4. Text Classification in Tensorflow.mp4 85.6 MB
17. Convolutional Neural Networks/2. What is Convolution.mp4 83.7 MB
3. Vector Models and Text Preprocessing/16. How to Build TF-IDF From Scratch.mp4 83.7 MB
21. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 83.5 MB
11. Text Summarization/4. Text Summarization in Python.mp4 82.0 MB
6. Article Spinner (Intermediate)/5. Article Spinner in Python (pt 2).mp4 79.0 MB
17. Convolutional Neural Networks/5. Convolution on Color Images.mp4 78.9 MB

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~Get Your Files Here !/6. Text Classification using TensorFlow/6. Explaining the Model.mp4 42.0 MB
~Get Your Files Here !/4. Traditional Feature Engineering Models/7. BERT Embeddings in Python.mp4 39.6 MB
~Get Your Files Here !/3. Processing Text/5. Text Cleaning & Case Conversions in Python.mp4 37.7 MB
~Get Your Files Here !/4. Traditional Feature Engineering Models/3. Bag of N-Grams Model in Python.mp4 36.2 MB
~Get Your Files Here !/1. Introduction to the Course Jupyter Notebook and Python Modules/1. Install Jupyter Notebook.mp4 30.1 MB
~Get Your Files Here !/5. Recap Machine Learning/1. Convolutional Neural Networks for Classification.mp4 28.7 MB
~Get Your Files Here !/6. Text Classification using TensorFlow/5. Preparing Batches.mp4 27.0 MB
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~Get Your Files Here !/2. Natural Language Basics/1. Natural Language.mp4 26.6 MB
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~Get Your Files Here !/1. Introduction to the Course Jupyter Notebook and Python Modules/2. Module Management in Jupyter Notebook.mp4 24.2 MB
~Get Your Files Here !/4. Traditional Feature Engineering Models/1. Bag of Words Model.mp4 24.1 MB
~Get Your Files Here !/6. Text Classification using TensorFlow/3. Text Preprocessing.mp4 24.1 MB
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~Get Your Files Here !/4. Traditional Feature Engineering Models/4. Word2Vec.mp4 19.9 MB
~Get Your Files Here !/6. Text Classification using TensorFlow/1. Python Modules.mp4 17.0 MB

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~Get Your Files Here !/11. 4. Understanding the Human digestive system for optimizing nutrients supply/1. 4. Understanding the Human digestive system for optimizing nutrients supply.mp4 255.0 MB
~Get Your Files Here !/10. 3. Nutrients in our daily nutrition and their role in our body/6. 3.6 Minerals – the essence to healthy functioning of the human body.mp4 175.0 MB
~Get Your Files Here !/12. 5. How to balance your natural food diet for optimal nutrient supply/5. 5.5 Delicious vegan nutrient dense recipes.mp4 165.6 MB
~Get Your Files Here !/16. 4. The “secret” principles for fat burning/5. 4.3.2.2 Selected Basic Exercises for your Workout Routine.mp4 161.7 MB
~Get Your Files Here !/10. 3. Nutrients in our daily nutrition and their role in our body/5. 3.5 Vitamins – the 13 essential vitamins and how they keep you healthy.mp4 160.0 MB
~Get Your Files Here !/15. 3. Analysis of your current physical condition/3. 3.3 Assess your Health Status.mp4 103.3 MB
~Get Your Files Here !/10. 3. Nutrients in our daily nutrition and their role in our body/4. 3.4 Proteins and amino acids – their role in our body.mp4 93.5 MB
~Get Your Files Here !/2. 2. Introduction PART-1/1. 2. Introduction PART-1.mp4 82.6 MB
~Get Your Files Here !/10. 3. Nutrients in our daily nutrition and their role in our body/2. 3.2 Carbohydrates – healthy versus unhealthy carbs.mp4 78.0 MB
~Get Your Files Here !/10. 3. Nutrients in our daily nutrition and their role in our body/3. 3.3 Fats – saturated vs. unsaturated fats and their impact on cholesterol levels.mp4 72.1 MB
~Get Your Files Here !/15. 3. Analysis of your current physical condition/1. 3.1 Energy Consumption – Metabolic Rates.mp4 67.4 MB
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~Get Your Files Here !/12. 5. How to balance your natural food diet for optimal nutrient supply/4. 5.4 Tips for creating a balanced meal plan.mp4 54.7 MB
~Get Your Files Here !/12. 5. How to balance your natural food diet for optimal nutrient supply/1. 5.1 How many carbs, proteins and fats should you consume.mp4 54.2 MB
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[GigaCourse.Com] Udemy - Machine Learning Natural Language Processing in Python (V2)

02 - Vector Models and Text Preprocessing/014 TF-IDF (Code).mp4 131.0 MB
08 - Spam Detection/006 Spam Detection in Python.mp4 112.8 MB
06 - Cipher Decryption (Advanced)/004 Genetic Algorithms.mp4 110.3 MB
02 - Vector Models and Text Preprocessing/010 Count Vectorizer (Code).mp4 106.9 MB
05 - Article Spinner (Intermediate)/004 Article Spinner in Python (pt 1).mp4 100.6 MB
02 - Vector Models and Text Preprocessing/016 How to Build TF-IDF From Scratch.mp4 83.7 MB
05 - Article Spinner (Intermediate)/005 Article Spinner in Python (pt 2).mp4 79.0 MB
02 - Vector Models and Text Preprocessing/009 Stemming and Lemmatization Demo.mp4 78.5 MB
02 - Vector Models and Text Preprocessing/006 Tokenization.mp4 77.1 MB
01 - Introduction/001 Introduction and Outline.mp4 76.5 MB
04 - Markov Models (Intermediate)/008 Building a Text Classifier (Code pt 2).mp4 75.7 MB
02 - Vector Models and Text Preprocessing/018 Neural Word Embeddings Demo.mp4 70.1 MB
06 - Cipher Decryption (Advanced)/003 Language Models (Review).mp4 68.7 MB
09 - Sentiment Analysis/002 Logistic Regression Intuition (pt 1).mp4 66.7 MB
01 - Introduction/002 Where to get the Code.mp4 66.0 MB
04 - Markov Models (Intermediate)/011 Language Model (Code pt 1).mp4 65.9 MB
08 - Spam Detection/004 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1).mp4 63.1 MB
02 - Vector Models and Text Preprocessing/012 TF-IDF (Theory).mp4 61.4 MB
02 - Vector Models and Text Preprocessing/008 Stemming and Lemmatization.mp4 60.7 MB
04 - Markov Models (Intermediate)/007 Building a Text Classifier (Code pt 1).mp4 60.5 MB

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[FreeCourseSite.com] Udemy - Data Science Transformers for Natural Language Processing

04 - Fine-Tuning (Intermediate)/009 Fine-Tuning Sentiment Analysis in Python.mp4 137.1 MB
05 - Named Entity Recognition (NER) and POS Tagging/014 POS Tagging & Custom Datasets (Solution).mp4 120.7 MB
11 - Effective Learning Strategies for Machine Learning FAQ/004 Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 113.4 MB
04 - Fine-Tuning (Intermediate)/010 Fine-Tuning Transformers with Custom Dataset.mp4 112.0 MB
03 - Beginner's Corner/004 Sentiment Analysis in Python.mp4 101.8 MB
03 - Beginner's Corner/018 Zero-Shot Classification in Python.mp4 91.9 MB
03 - Beginner's Corner/006 Text Generation in Python.mp4 90.5 MB
04 - Fine-Tuning (Intermediate)/004 Models and Tokenizers in Python.mp4 88.4 MB
11 - Effective Learning Strategies for Machine Learning FAQ/003 Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 83.5 MB
03 - Beginner's Corner/002 From RNNs to Attention and Transformers - Intuition.mp4 82.0 MB
10 - Extra Help With Python Coding for Beginners FAQ/001 How to Code by Yourself (part 1).mp4 75.3 MB
03 - Beginner's Corner/010 Named Entity Recognition (NER) in Python.mp4 73.6 MB
10 - Extra Help With Python Coding for Beginners FAQ/003 Proof that using Jupyter Notebook is the same as not using it.mp4 72.8 MB
03 - Beginner's Corner/007 Masked Language Modeling (Article Spinner).mp4 70.6 MB
03 - Beginner's Corner/008 Masked Language Modeling (Article Spinner) in Python.mp4 70.3 MB
04 - Fine-Tuning (Intermediate)/003 Models and Tokenizers.mp4 67.7 MB
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03 - Beginner's Corner/014 Neural Machine Translation in Python.mp4 67.2 MB
04 - Fine-Tuning (Intermediate)/002 Text Preprocessing and Tokenization Review.mp4 66.2 MB
05 - Named Entity Recognition (NER) and POS Tagging/006 Target Alignment (Code).mp4 64.6 MB

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[FreeCourseLab.com] Udemy - NLP - Natural Language Processing with Python

7. Topic Modeling/5. Latent Dirichlet Allocation with Python - Part Two.mp4 134.6 MB
3. Natural Language Processing Basics/4. Spacy Basics.mp4 134.5 MB
8. Deep Learning for NLP/15. Creating Chat Bots with Python - Part Four.mp4 131.6 MB
2. Python Text Basics/3. Working with Text Files with Python - Part Two.mp4 124.2 MB
8. Deep Learning for NLP/14. Creating Chat Bots with Python - Part Three.mp4 122.8 MB
6. Semantics and Sentiment Analysis/3. Semantics and Word Vectors with Spacy.mp4 120.3 MB
4. Part of Speech Tagging and Named Entity Recognition/2. Part of Speech Tagging.mp4 115.4 MB
5. Text Classification/9. Text Feature Extraction - Code Along Implementations.mp4 113.4 MB
3. Natural Language Processing Basics/10. Phrase Matching and Vocabulary - Part One.mp4 113.3 MB
8. Deep Learning for NLP/8. Text Generation with LSTMs with Keras and Python - Part One.mp4 105.8 MB
8. Deep Learning for NLP/10. Text Generation with LSTMS with Keras - Part Three.mp4 104.4 MB
2. Python Text Basics/5. Regular Expressions Part One.vtt 99.8 MB
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4. Part of Speech Tagging and Named Entity Recognition/7. Sentence Segmentation.mp4 98.3 MB
8. Deep Learning for NLP/9. Text Generation with LSTMs with Keras and Python - Part Two.mp4 95.6 MB
6. Semantics and Sentiment Analysis/5. Sentiment Analysis with NLTK.mp4 95.5 MB
8. Deep Learning for NLP/4. Keras Basics - Part One.mp4 95.3 MB
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[ FreeCourseWeb.com ] Udemy - Master Natural Language Processing & Build NLP Web App

~Get Your Files Here !/7. Machine Learning Concepts/2. Logistic Regression and Introduction to Deep Learning.mp4 229.7 MB
~Get Your Files Here !/7. Machine Learning Concepts/1. Machine Learning Concepts.mp4 156.3 MB
~Get Your Files Here !/5. Case Studies (with walk through of the codes)/1. Case Study Sentiment Analysis & Word Cloud.mp4 56.7 MB
~Get Your Files Here !/6. Creating an NLP Web App Using Streamlit/7. Deploying the app in Heroku.mp4 55.3 MB
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~Get Your Files Here !/5. Case Studies (with walk through of the codes)/2. Case Study Speech to Text deployment in a call center.mp4 39.1 MB
~Get Your Files Here !/8. Python Programming Using Google Colab/19. Getting Started with Pandas.mp4 35.9 MB
~Get Your Files Here !/8. Python Programming Using Google Colab/23. Data Visualization using Matplotlib.mp4 34.6 MB
~Get Your Files Here !/4. NLP Libraries and Coding for NLP/1. NLTK and NLP in action.mp4 33.4 MB
~Get Your Files Here !/5. Case Studies (with walk through of the codes)/4. Case Study 4 Spam Classification Using Machine Learning.mp4 31.2 MB
~Get Your Files Here !/8. Python Programming Using Google Colab/13. Getting Started with NumPy.mp4 29.9 MB
~Get Your Files Here !/8. Python Programming Using Google Colab/20. Pandas Dataframe.mp4 29.4 MB
~Get Your Files Here !/8. Python Programming Using Google Colab/1. Introduction to Colab Google Cloud Development Environment.mp4 27.2 MB
~Get Your Files Here !/6. Creating an NLP Web App Using Streamlit/2. Creating a very simple web app and Getting started with streamlit.mp4 25.8 MB
~Get Your Files Here !/8. Python Programming Using Google Colab/3. Variables.mp4 25.8 MB
~Get Your Files Here !/5. Case Studies (with walk through of the codes)/3. Text Summarization.mp4 25.6 MB
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