Unleash the Power of Text Data Exploration

Introduction to NLP and AI

Entering the world of Natural Language Preprocessing (NLP) and Artificial Intelligence (AI)

Text Mission​

The universe of text data is vast and unexplored, but fear not. Our NLP section is a comprehensive guide designed to transform you into a proficient astronaut in the world of data science. 

Buckle up for an exhilarating voyage through the nebula of Natural Language Processing (NLP). 

This introductory program is your trusted spaceship, propelling you into the cosmos of textual data analysis and equipping you to become a master explorer of unstructured data.

Take Off

Text Preprocessing in NLP
Start your engines and venture into the fascinating galaxy of Text Preprocessing. Learn how this crucial step cleans and prepares text data for efficient analysis. Follow our step-by-step guide to understand how to transform messy text into a treasure trove of insights.

Navigating Cosmos

Tokenization
Journey through the universe of tokenization, an essential part of your NLP toolkit. Understand its definitions, types, and commonly used techniques. We'll guide you through the diverse applications of tokenization, ensuring you're adept at extracting valuable pieces of information from large textual datasets.

Discovering Planets

Bag-Of-Words Representation
Welcome to the world of Bag-of-Words representation, a simple yet effective method to extract features from text. Follow our guided tour to understand the step-by-step process and dive deep into practical examples. Explore the pros and cons of this technique, helping you choose the best approach for your text data.

Word-Embeddings

Navigate the stellar world of Word Embeddings, a powerful technique that translates words into numerical vectors. Understand the process, learn through practical examples, and comprehend the pros and cons of this technique. We ensure you’re equipped to handle the vast constellation of words in any textual dataset.

Semantic Analysis

Take the helm and steer through the nebula of Semantic Analysis. Learn to interpret the meaning and sentiment behind words, sentences, and even entire documents. Discover the different methods for Semantic Analysis and their practical applications. This section will enable you to uncover the hidden sentiments in your textual data.

Term Frequency-Inverse Document Frequency (Tf-Idf)

Prepare for a lunar landing with the powerful Tf-Idf, a statistical measure that evaluates how relevant a word is to a document within a large corpus. Learn the underlying idea, understand the step-by-step process, and see practical examples of this influential technique in action.

Recent Developments In NLP & AI

Take a quantum leap into the future with the latest innovations in Natural Language Processing (NLP). High level look on the cutting-edge of the field, exploring the novel transformer models that are revolutionizing our understanding of language processing including BERT, and GPT-3. Understand what makes GPT-3 and ChatGPT so powerful and examine its broad applications and potential implications for the future of AI. We will also be comparing these models and highlighting their differences.

Bon Voyage Extras

Interview
Preparation Guide


Stride into your next statistical interview with confidence. Our bonus e-book equips you with the top 30 Natural Language Preprocessing (NLP) related interview questions.

Bonus E-Book


And for those who act now, we offer also a bonus e-book with free resource or all topics covered as part of the Introduction to Natural Language Preprocessing (NLP) program.

Your mission begins now
are you ready to launch?

Prepare to unravel the mysteries of text data exploration.
Dive into the captivating world of Natural Language Processing and Artificial Intelligence today!