0% completed

All LessonsFree Lessons (7)

What you'll learn from this course

Word Embeddings

Embedding Matrix

Candidate Sampling

Cosine Similarity

K-Nearest Neighbors

Language Model

Introduction Language Model Padding RNN/LSTM Dropout Multiple Layers LSTM Output Calculating Loss Predictions Tensor Indexing Quiz

Text Classification

Sentiment Analysis

Bidirectional LSTM

Improving the Model

Seq2Seq Model

Introduction Training Data Final States Combined State Encoder-Decoder Attention Training Sampler Decoder Object Decoding Output Calculating Loss Inference Decoding Model Improvement Datasets Quiz Course Conclusion

Fundamentals of NLP

Natural Language Processing with Machine Learning/

...

/

Quiz

Quiz

We'll cover the following...

Technical Quiz

1.

What is sentiment analysis?

A.

Analyzing the main purpose of a sentence in a text passage

B.

Analyzing a writer’s attitude based on the text passage

C.

Analyzing the differences between two text passages

D.

None of the above

1 / 4