What you’ll learn
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How to convert text into vectors using CountVectorizer, TF-IDF, word2vec, and GloVe
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How to implement a document retrieval system / search engine / similarity search / vector similarity
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Probability models, language models and Markov models (prerequisite for Transformers, BERT, and GPT-3)
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How to implement a cipher decryption algorithm using genetic algorithms and language modeling
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How to implement spam detection
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How to implement sentiment analysis
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How to implement an article spinner
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How to implement text summarization
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How to implement latent semantic indexing
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How to implement topic modeling
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Machine learning (Naive Bayes, Logistic Regression, PCA, SVD, Latent Dirichlet Allocation)
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Deep learning (ANNs, CNNs, RNNs, LSTM, GRU) (more important prerequisites for BERT and GPT-3)
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Hugging Face Transformers (VIP only)
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How to use Python, Scikit-Learn, Tensorflow, +More for NLP
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Text preprocessing, tokenization, stopwords, lemmatization, and stemming
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Parts-of-speech tagging and named entity recognition
Who this course is for:
- Anyone who wants to learn natural language processing (NLP)
- Anyone interested in artificial intelligence, machine learning, deep learning, or data science
- Anyone who wants to go beyond typical beginner-only courses on Udemy
Can I download Machine Learning: Natural Language Processing in Python (V2) course?
You can download videos for offline viewing in the Android/iOS app. When course instructors enable the downloading feature for lectures of the course, then it can be downloaded for offline viewing on a desktop.Can I get a certificate after completing the course?
Yes, upon successful completion of the course, learners will get the course e-Certification from the course provider. The Machine Learning: Natural Language Processing in Python (V2) course certification is a proof that you completed and passed the course. You can download it, attach it to your resume, share it through social media.Are there any other coupons available for this course?
You can check out for more Udemy coupons @ www.coursecouponclub.com
Note: 100% OFF Udemy coupon codes are valid for maximum 3 days only. Look for "ENROLL NOW" button at the end of the post.
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Disclosure: This post may contain affiliate links and we may get small commission if you make a purchase. Read more about Affiliate disclosure here.
