Natural Language Processing with Python Certification Course- Edureka

Edureka offers Live Classes at your convenience. This course will teach you the fundamentals of text processing, as well as how to classify texts using Machine Learning algorithms. Using Python's most well-known NLTK package, you will learn various concepts such as Tokenization, Stemming, Lemmatization, POS tagging, Named Entity Recognition, Syntax Tree Parsing, and so on.

After you've mastered these concepts, you'll be able to create your own text classifier using the Nave Bayes algorithm. This course is jam-packed with real-world examples where you can put what you've learned to use. Semantic Analysis, Text Processing, Sentiment Analytics, and Machine Learning are a few examples. This course is for anyone who works with data and text– with good analytical background and little exposure to Python Programming Language.

Topics Covered-

• Introduction to Text Mining and NLP
• Hands-On/Demo:Install NLTK Packages using NLTK Downloader
  • Accessing your operating system using the OS Module in Python
  • Reading & Writing .txt Files from/to your Local
  • Reading & Writing .docx Files from/to your Local
  • Working with the NLTK Corpora
  • Extracting, Cleaning, and Pre-processing Text
• Hands-On/Demo:Tokenization: Regex, Word, Blank line, Sentence
  • Tokenizers
  • Bigrams, Trigrams & Ngrams
  • Stopword Removal
  • POS Tagging
  • Named Entity Recognition (NER)
  • Analyzing Sentence Structure
• Hands-On/Demo:Parsing Syntax Trees
  • Chunking
  • Chinking
  • Automate Text Paraphrasing using CFG’s
  • Text Classification – I
• Hands-On/Demo:Demonstrate Bag of Words Approach
  • Working with CountVectorizer()
  • Using TF & IDF
  • Text Classification – II
• Hands-On/Demo:Converting text to features and labels
  • Demonstrate text classification using Multinomial NB Classifier
  • Leveraging Confusion Matrix
  • In-Class ProjectHands-On:Sentiment Analysis

Extra Benefits

• You will get Edureka’s Natural Language Processing Engineer Certificate.
• You get lifetime access to the course materials, presentations, quizzes, and installation guide.
• You will also get 60 days of Cloud Lab access
• Along with that, you will get 24 x 7 Expert Support.
• You will get a chance to work on practical assignments after each class.
• You will also get a chance to work on Live projects.

Who Should Enroll?

• Those who have knowledge of Python programming and a good understanding of Machine Learning concepts.

Interested to Enroll?

• If yes, then get more details here-Natural Language Processing with Python Certification Course

Rating: 4.3/5.0
Mode of Learning- Live Classes

Enroll here: edureka.co/python-natural-language-processing-course