Natural Language Processing Nanodegree nd892 v1.0.0 (2018)
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Natural Language Processing Nanodegree nd892 v1.0.0 (2018)
WEBRip | English | MP4 | 1280 x 720 | AVC ~514 kbps | 29.970 fps
AAC | 126 Kbps | 44.1 KHz | 2 channels | 09:20:28 | 1.78 GB
Genre: Video Tutorial Master the skills to get computers to understand, process, and manipulate human language. Build models on real data, and get hands-on experience with sentiment analysis, machine translation, and more.
Content:
Part 06-Module 01-Lesson 01_Feature extraction and embeddings
Part 12-Module 01-Lesson 01_Embeddings and Word2Vec
Part 03-Module 01-Lesson 01_Voice User Interfaces
Part 11-Module 01-Lesson 01_TensorFlow
Part 05-Module 02-Lesson 01_Jobs in NLP
Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes
Part 07-Module 01-Lesson 02_(Optional) Alexa History Skill
Part 06-Module 01-Lesson 08_Project Machine Translation
Part 06-Module 01-Lesson 04_Sequence to Sequence
Part 05-Module 01-Lesson 07_Project Part of Speech Tagging
Part 07-Module 01-Lesson 03_Speech Recognition
Part 05-Module 01-Lesson 08_(Optional) IBM Watson Bookworm Lab
Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs
Part 02-Module 01-Lesson 01_Building an NLP Pipeline
Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask
Part 10-Module 01-Lesson 02_Sentiment Prediction RNN
Part 07-Module 01-Lesson 01_Intro to Voice User Interfaces
Part 08-Module 01-Lesson 01_Recurrent Neural Networks
Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)
Part 09-Module 01-Lesson 01_Keras
Part 06-Module 01-Lesson 02_Topic Modeling
Part 06-Module 01-Lesson 03_Sentiment Analysis
Part 05-Module 01-Lesson 01_Welcome to Natural Language Processing
Part 13-Module 01-Lesson 01_Project Part of Speech Tagging
Part 06-Module 01-Lesson 06_RNN Keras Lab
Part 06-Module 01-Lesson 05_Deep Learning Attention
Part 05-Module 01-Lesson 02_Udacity Support
Part 01-Module 01-Lesson 01_Welcome to Natural Language Processing
Part 05-Module 01-Lesson 04_Text Processing
Part 04-Module 01-Lesson 01_What's Next
Part 07-Module 01-Lesson 04_Project DNN Speech Recognizer
Part 05-Module 01-Lesson 03_Intro to NLP
Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn
Part 06-Module 01-Lesson 07_Cloud Computing Setup Instructions
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile
Screenshots
Kod:
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