About this Course

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Shareable Certificate
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Intermediate Level

Working knowledge of machine learning, intermediate Python experience including DL frameworks & proficiency in calculus, linear algebra, & stats

Approx. 35 hours to complete
English

What you will learn

  • Use logistic regression, naïve Bayes, and word vectors to implement sentiment analysis, complete analogies & translate words.

Skills you will gain

  • Machine Translation
  • Word Embeddings
  • Locality-Sensitive Hashing
  • Sentiment Analysis
  • Vector Space Models
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Intermediate Level

Working knowledge of machine learning, intermediate Python experience including DL frameworks & proficiency in calculus, linear algebra, & stats

Approx. 35 hours to complete
English

Offered by

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DeepLearning.AI

Syllabus - What you will learn from this course

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Week
1
Week 1
11 hours to complete

Sentiment Analysis with Logistic Regression

11 hours to complete
15 videos (Total 85 min), 13 readings, 5 quizzes
Week
2
Week 2
7 hours to complete

Sentiment Analysis with Naïve Bayes

7 hours to complete
13 videos (Total 44 min), 11 readings, 3 quizzes
Week
3
Week 3
8 hours to complete

Vector Space Models

8 hours to complete
10 videos (Total 29 min), 8 readings, 3 quizzes
Week
4
Week 4
8 hours to complete

Machine Translation and Document Search

8 hours to complete
11 videos (Total 68 min), 9 readings, 3 quizzes

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About the Natural Language Processing Specialization

Natural Language Processing

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