U&P Ai - Natural Language Processing (Nlp) With Python

Overview

Our comprehensive program is meticulously crafted to equip you with the essential skills and knowledge required to thrive in your chosen field. Developed by seasoned professionals with years of industry experience, this course is ideal for those seeking to kickstart their careers or enhance their existing skill set.

Featuring an engaging audio-visual presentation and easily digestible modules, our program facilitates a self-paced learning experience. Our dedicated online support team is available on weekdays to provide assistance throughout your journey.

Key Learning Outcomes

Grasp the fundamentals and their practical applications.
Cultivate the necessary skills for success in your field.
Apply newfound knowledge to real-world scenarios.
Develop effective solutions for relevant topics.
Elevate your employability and career prospects.

Course Curriculum

Module 01: Introduction to NLP
Module 02: By the End of This Section
Module 03: Tips
Module 04: U &#; Tokenization
Module 05: P &#; Tokenization
Module 06: U &#; Stemming
Module 07: P &#; Stemming
Module 08: U &#; Lemmatization
Module 09: P &#; Lemmatization
Module 10: U &#; Chunks
Module 11: P &#; Chunks
Module 12: U &#; Bag of Words
Module 13: P &#; Bag of Words
Module 14: U &#; Category Predictor
Module 15: P &#; Category Predictor
Module 16: U &#; Gender Identifier
Module 17: P &#; Gender Identifier
Module 18: U &#; Sentiment Analyzer
Module 19: P &#; Sentiment Analyzer
Module 20: U &#; Topic Modeling
Module 21: P &#; Topic Modeling
Module 22: Summary
Module 23: One Hot Encoding
Module 24: Count Vectorizer
Module 25: N-grams
Module 26: Hash Vectorizing
Module 27: Word Embedding
Module 28: FastText
Module 29: In-built corpora
Module 30: External Corpora
Module 31: Corpuses &#; Frequency Distribution
Module 32: Frequency Distribution
Module 33: WordNet
Module 34: Wordnet with Hyponyms and Hypernyms
Module 35: The Average according to WordNet
Module 36: Introduction and Challenges
Module 37: Building your Vocabulary Part-
Module 38: Building your Vocabulary Part-
Module 39: Building your Vocabulary Part-
Module 40: Building your Vocabulary Part-
Module 41: Building your Vocabulary Part-
Module 42: Tokenization Dot Product
Module 43: Similarity using Dot Product
Module 44: Reducing Dimensions of your Vocabulary using token improvement
Module 45: Reducing Dimensions of your Vocabulary using n-grams
Module 46: Reducing Dimensions of your Vocabulary using normalizing
Module 47: Reducing Dimensions of your Vocabulary using case normalization
Module 48: When to use stemming and lemmatization?
Module 49: Sentiment Analysis Overview
Module 50: Two approaches for sentiment analysis
Module 51: Sentiment Analysis using rule-based
Module 52: Bag of words in detail
Module 53: Vectorizing
Module 54: Vectorizing and Cosine Similarity
Module 55: Topic modeling in Detail
Module 56: Make your Vectors will more reflect the Meaning, or Topic, of the Document
Module 57: Sklearn in a short way
Module 58: Keyword Search VS Semantic Search
Module 59: Problems in TI-IDF leads to Semantic Search
Module 60: Transform TF-IDF Vectors to Topic Vectors under the hood

Designed to give you a competitive edge in the job market, this course offers lifetime access to materials and the flexibility to learn at your own pace, from the comfort of your home.

Why Choose Us?

Learn at your own pace with 24/7 online access to course materials.
Benefit from full tutor support available Monday through Friday.
Acquire essential skills in the convenience of your home through informative video modules.
Enjoy 24/7 assistance and advice via email and live chat.
Study on your preferred device – computer, tablet, or mobile.
Gain a thorough understanding of the course content.
Improve professional skills and earning potential upon completion.
Access lifetime course materials and expert guidance.
Enjoy the convenience of online learning with flexible schedules.

Why Enroll in This Course?

Our program provides a comprehensive introduction to the subject matter, laying a solid foundation for further study. It empowers students to acquire knowledge and skills applicable to both their professional and personal lives.

Assessment

The course incorporates quizzes to evaluate your understanding and retention of the material. These quizzes pinpoint areas for further practice, allowing you to review course materials as needed. Successfully passing the final quiz qualifies you for a certificate of achievement.

Requirements

There are no formal requirements for this course, it is open to anyone who is interested in learning the material.

Career Path

Our course is meticulously designed to equip you for success in your chosen field. Upon completion, you’ll have the qualifications to pursue diverse career opportunities across various industries.