6.77 GB | 19min 49s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :1 -Introduction and Outline.mp4 | Size: (72.97 MB)
FileName :2 -Are You Beginner, Intermediate, or Advanced All are OK!.mp4 | Size: (26.66 MB)
FileName :1 -Where To Get the Code.mp4 | Size: (22.52 MB)
FileName :2 -How to Succeed in This Course.mp4 | Size: (16.26 MB)
FileName :3 -Temporary 403 Errors.mp4 | Size: (21.99 MB)
FileName :1 -Vector Models & Text Preprocessing Intro.mp4 | Size: (17.52 MB)
FileName :2 -Basic Definitions for NLP.mp4 | Size: (28.36 MB)
FileName :3 -What is a Vector.mp4 | Size: (48.93 MB)
FileName :4 -Bag of Words.mp4 | Size: (13.85 MB)
FileName :5 -Count Vectorizer (Theory).mp4 | Size: (57.43 MB)
FileName :6 -Tokenization.mp4 | Size: (73.51 MB)
FileName :7 -Stopwords.mp4 | Size: (23.44 MB)
FileName :8 -Stemming and Lemmatization.mp4 | Size: (57.92 MB)
FileName :9 -Stemming and Lemmatization Demo.mp4 | Size: (74.84 MB)
FileName :10 -Count Vectorizer (Code).mp4 | Size: (101.98 MB)
FileName :11 -Vector Similarity.mp4 | Size: (45.11 MB)
FileName :12 -TF-IDF (Theory).mp4 | Size: (58.57 MB)
FileName :13 -(Interactive) Recommender Exercise Prompt.mp4 | Size: (13.38 MB)
FileName :14 -TF-IDF (Code).mp4 | Size: (124.92 MB)
FileName :15 -Word-to-Index Mapping.mp4 | Size: (47.58 MB)
FileName :16 -How to Build TF-IDF From Scratch.mp4 | Size: (79.79 MB)
FileName :17 -Neural Word Embeddings.mp4 | Size: (45.54 MB)
FileName :18 -Neural Word Embeddings Demo.mp4 | Size: (66.84 MB)
FileName :19 -Vector Models & Text Preprocessing Summary.mp4 | Size: (20.85 MB)
FileName :20 -Text Summarization Preview.mp4 | Size: (6.28 MB)
FileName :21 -How To Do NLP In Other Languages.mp4 | Size: (55.96 MB)
FileName :22 -Suggestion Box.mp4 | Size: (27.16 MB)
FileName :1 -Probabilistic Models (Introduction).mp4 | Size: (26.91 MB)
FileName :1 -Markov Models Section Introduction.mp4 | Size: (13.09 MB)
FileName :2 -The Markov Property.mp4 | Size: (32.25 MB)
FileName :3 -The Markov Model.mp4 | Size: (45.84 MB)
FileName :4 -Probability Smoothing and Log-Probabilities.mp4 | Size: (34.06 MB)
FileName :5 -Building a Text Classifier (Theory).mp4 | Size: (28.92 MB)
FileName :6 -Building a Text Classifier (Exercise Prompt).mp4 | Size: (29.36 MB)
FileName :7 -Building a Text Classifier (Code pt 1).mp4 | Size: (57.68 MB)
FileName :8 -Building a Text Classifier (Code pt 2).mp4 | Size: (72.22 MB)
FileName :9 -Language Model (Theory).mp4 | Size: (44.96 MB)
FileName :10 -Language Model (Exercise Prompt).mp4 | Size: (28.8 MB)
FileName :11 -Language Model (Code pt 1).mp4 | Size: (62.83 MB)
FileName :12 -Language Model (Code pt 2).mp4 | Size: (52.43 MB)
FileName :13 -Markov Models Section Summary.mp4 | Size: (15.56 MB)
FileName :1 -Article Spinning - Problem Description.mp4 | Size: (41.92 MB)
FileName :2 -Article Spinning - N-Gram Approach.mp4 | Size: (15.92 MB)
FileName :3 -Article Spinner Exercise Prompt.mp4 | Size: (24.62 MB)
FileName :4 -Article Spinner in Python (pt 1).mp4 | Size: (95.89 MB)
FileName :5 -Article Spinner in Python (pt 2).mp4 | Size: (75.37 MB)
FileName :6 -Case Study Article Spinning Gone Wrong.mp4 | Size: (28.23 MB)
FileName :1 -Section Introduction.mp4 | Size: (26.32 MB)
FileName :2 -Ciphers.mp4 | Size: (17.21 MB)
FileName :3 -Language Models (Review).mp4 | Size: (65.53 MB)
FileName :4 -Genetic Algorithms.mp4 | Size: (105.16 MB)
FileName :5 -Code Preparation.mp4 | Size: (20.63 MB)
FileName :6 -Code pt 1.mp4 | Size: (15.98 MB)
FileName :7 -Code pt 2.mp4 | Size: (39.13 MB)
FileName :8 -Code pt 3.mp4 | Size: (29.54 MB)
FileName :9 -Code pt 4.mp4 | Size: (25.62 MB)
FileName :10 -Code pt 5.mp4 | Size: (40.96 MB)
FileName :11 -Code pt 6.mp4 | Size: (39.4 MB)
FileName :12 -Cipher Decryption - Additional Discussion.mp4 | Size: (14.7 MB)
FileName :13 -Real-World Application Acoustic Keylogger.mp4 | Size: (17.65 MB)
FileName :14 -Section Conclusion.mp4 | Size: (24.24 MB)
FileName :1 -Machine Learning Models (Introduction).mp4 | Size: (29.6 MB)
FileName :1 -Spam Detection - Problem Description.mp4 | Size: (31.33 MB)
FileName :2 -Naive Bayes Intuition.mp4 | Size: (51.33 MB)
FileName :3 -Spam Detection - Exercise Prompt.mp4 | Size: (8.73 MB)
FileName :4 -Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1).mp4 | Size: (60.21 MB)
FileName :5 -Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2).mp4 | Size: (53.97 MB)
FileName :6 -Spam Detection in Python.mp4 | Size: (107.6 MB)
FileName :1 -Sentiment Analysis - Problem Description.mp4 | Size: (42.7 MB)
FileName :2 -Logistic Regression Intuition (pt 1).mp4 | Size: (63.57 MB)
FileName :3 -Multiclass Logistic Regression (pt 2).mp4 | Size: (23.61 MB)
FileName :4 -Logistic Regression Training and Interpretation (pt 3).mp4 | Size: (39.63 MB)
FileName :5 -Sentiment Analysis - Exercise Prompt.mp4 | Size: (16.55 MB)
FileName :6 -Sentiment Analysis in Python (pt 1).mp4 | Size: (63.15 MB)
FileName :7 -Sentiment Analysis in Python (pt 2).mp4 | Size: (51.96 MB)
FileName :1 -Text Summarization Section Introduction.mp4 | Size: (25.75 MB)
FileName :2 -Text Summarization Using Vectors.mp4 | Size: (25.77 MB)
FileName :3 -Text Summarization Exercise Prompt.mp4 | Size: (8.1 MB)
FileName :4 -Text Summarization in Python.mp4 | Size: (78.15 MB)
FileName :5 -TextRank Intuition.mp4 | Size: (45.92 MB)
FileName :6 -TextRank - How It Really Works (Advanced).mp4 | Size: (49.31 MB)
FileName :7 -TextRank Exercise Prompt (Advanced).mp4 | Size: (7.47 MB)
FileName :8 -TextRank in Python (Advanced).mp4 | Size: (82.3 MB)
FileName :9 -Text Summarization in Python - The Easy Way (Beginner).mp4 | Size: (45.17 MB)
FileName :10 -Text Summarization Section Summary.mp4 | Size: (20.1 MB)
FileName :1 -Topic Modeling Section Introduction.mp4 | Size: (17.04 MB)
FileName :2 -Latent Dirichlet Allocation (LDA) - Essentials.mp4 | Size: (55.18 MB)
FileName :3 -LDA - Code Preparation.mp4 | Size: (14.51 MB)
FileName :4 -LDA - Maybe Useful Picture (Optional).mp4 | Size: (8.98 MB)
FileName :5 -Latent Dirichlet Allocation (LDA) - Intuition (Advanced).mp4 | Size: (60.18 MB)
FileName :6 -Topic Modeling with Latent Dirichlet Allocation (LDA) in Python.mp4 | Size: (72.38 MB)
FileName :7 -Non-Negative Matrix Factorization (NMF) Intuition.mp4 | Size: (52.48 MB)
FileName :8 -Topic Modeling with Non-Negative Matrix Factorization (NMF) in Python.mp4 | Size: (36.03 MB)
FileName :9 -Topic Modeling Section Summary.mp4 | Size: (9.81 MB)
FileName :1 -LSA LSI Section Introduction.mp4 | Size: (20.95 MB)
FileName :2 -SVD (Singular Value Decomposition) Intuition.mp4 | Size: (81.84 MB)
FileName :3 -LSA LSI Applying SVD to NLP.mp4 | Size: (34.42 MB)
FileName :4 -Latent Semantic Analysis Latent Semantic Indexing in Python.mp4 | Size: (57.55 MB)
FileName :5 -LSA LSI Exercises.mp4 | Size: (29.05 MB)
FileName :1 -Deep Learning Introduction (Intermediate-Advanced).mp4 | Size: (24.52 MB)
FileName :1 -The Neuron - Section Introduction.mp4 | Size: (11.01 MB)
FileName :2 -Fitting a Line.mp4 | Size: (68.61 MB)
FileName :3 -Classification Code Preparation.mp4 | Size: (32.88 MB)
FileName :4 -Text Classification in Tensorflow.mp4 | Size: (81.66 MB)
FileName :5 -The Neuron.mp4 | Size: (45.25 MB)
FileName :6 -How does a model learn.mp4 | Size: (51.58 MB)
FileName :7 -The Neuron - Section Summary.mp4 | Size: (10.31 MB)
FileName :1 -ANN - Section Introduction.mp4 | Size: (38.63 MB)
FileName :2 -Forward Propagation.mp4 | Size: (46.72 MB)
FileName :3 -The Geometrical Picture.mp4 | Size: (56.53 MB)
FileName :4 -Activation Functions.mp4 | Size: (89.31 MB)
FileName :5 -Multiclass Classification.mp4 | Size: (44.41 MB)
FileName :6 -ANN Code Preparation.mp4 | Size: (20.14 MB)
FileName :7 -Text Classification ANN in Tensorflow.mp4 | Size: (36.12 MB)
FileName :8 -Text Preprocessing Code Preparation.mp4 | Size: (49.99 MB)
FileName :9 -Text Preprocessing in Tensorflow.mp4 | Size: (30.93 MB)
FileName :10 -Embeddings.mp4 | Size: (42.28 MB)
FileName :11 -CBOW (Advanced).mp4 | Size: (15.77 MB)
FileName :12 -CBOW Exercise Prompt.mp4 | Size: (5.02 MB)
FileName :13 -CBOW in Tensorflow (Advanced).mp4 | Size: (117.55 MB)
FileName :14 -ANN - Section Summary.mp4 | Size: (7.6 MB)
FileName :15 -Aside How to Choose Hyperparameters (Optional).mp4 | Size: (38.07 MB)
FileName :1 -CNN - Section Introduction.mp4 | Size: (25.62 MB)
FileName :2 -What is Convolution.mp4 | Size: (79.86 MB)
FileName :3 -What is Convolution (Pattern Matching).mp4 | Size: (24.62 MB)
FileName :4 -What is Convolution (Weight Sharing).mp4 | Size: (29.81 MB)
FileName :5 -Convolution on Color Images.mp4 | Size: (75.19 MB)
FileName :6 -CNN Architecture.mp4 | Size: (89.28 MB)
FileName :7 -CNNs for Text.mp4 | Size: (40.48 MB)
FileName :8 -Convolutional Neural Network for NLP in Tensorflow.mp4 | Size: (42.04 MB)
FileName :9 -CNN - Section Summary.mp4 | Size: (8.19 MB)
FileName :1 -RNN - Section Introduction.mp4 | Size: (20.9 MB)
FileName :2 -Simple RNN Elman Unit (pt 1).mp4 | Size: (40.83 MB)
FileName :3 -Simple RNN Elman Unit (pt 2).mp4 | Size: (41.18 MB)
FileName :4 -RNN Code Preparation.mp4 | Size: (42.14 MB)
FileName :5 -RNNs Paying Attention to Shapes.mp4 | Size: (57.17 MB)
FileName :6 -GRU and LSTM (pt 1).mp4 | Size: (82.25 MB)
FileName :7 -GRU and LSTM (pt 2).mp4 | Size: (50.34 MB)
FileName :8 -RNN for Text Classification in Tensorflow.mp4 | Size: (45.91 MB)
FileName :9 -Parts-of-Speech (POS) Tagging in Tensorflow.mp4 | Size: (145.1 MB)
FileName :10 -Named Entity Recognition (NER) in Tensorflow.mp4 | Size: (31.54 MB)
FileName :11 -Exercise Return to CNNs (Advanced).mp4 | Size: (14.55 MB)
FileName :12 -RNN - Section Summary.mp4 | Size: (9.09 MB)
FileName :1 -What to Learn Next.mp4 | Size: (37.38 MB)
FileName :2 -Where is BERT, ChatGPT, GPT-4,.mp4 | Size: (42.82 MB)
FileName :1 -Pre-Installation Check.mp4 | Size: (22.75 MB)
FileName :2 -Anaconda Environment Setup.mp4 | Size: (52.63 MB)
FileName :3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 | Size: (50.9 MB)
FileName :1 -How to Code by Yourself (part 1).mp4 | Size: (71.86 MB)
FileName :2 -How to Code by Yourself (part 2).mp4 | Size: (49.15 MB)
FileName :3 -Proof that using Jupyter Notebook is the same as not using it.mp4 | Size: (69.42 MB)
FileName :4 -Get Your Hands Dirty, Practical Coding Experience, Data Links.mp4 | Size: (43.56 MB)
FileName :5 -Where To Get the Code Troubleshooting.mp4 | Size: (24.3 MB)
FileName :6 -How to use Github & Extra Coding Tips (Optional).mp4 | Size: (63.88 MB)
FileName :1 -How to Succeed in this Course (Long Version).mp4 | Size: (17.87 MB)
FileName :2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 | Size: (38.95 MB)
FileName :3 -Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 | Size: (79.67 MB)
FileName :4 -Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 | Size: (108.15 MB)
FileName :1 -What is the Appendix.mp4 | Size: (16.39 MB)
FileName :2 -BONUS.mp4 | Size: (40.45 MB)]
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