AI Fundamentals · Intermediate

    CDS Video Series | Sec06. NATURAL LANGUAGE PROCESSING

    This workshop by ADaSci will give participants a chance to learn NLP from the beginning. This is a compendium of pre-recorded video during a live workshop conducted by ADaSci. Natural Language Processing (NLP) is one of the key frontiers o…

    30+
    enrolled
    7 hrs
    of instruction
    9
    lectures
    4
    modules
    CDS Video Series | Sec06. NATURAL LANGUAGE PROCESSING

    What's inside

    Live sessions
    6 · 236 min
    Readings
    2

    01 · What you'll be able to do

    Four things you can ship afterwards.

    This workshop by ADaSci will give participants a chance to learn NLP from the beginning. This is a compendium of pre-recorded video during a live workshop conducted by ADaSci. Natural Language Processing (NLP) is one of the key frontiers of Artificial Intelligence and has been in trend since the rise in popularity of conversational AI. When it comes to communicating with machines, NLP offers some of the best tools and techniques to facilitate the conversation in a human language. Starting from review analysis to intelligent chatbots, there are a variety of interesting applications of NLP. While a lot of potential of NLP has been explored, a lot more is yet to come. With an increase in the interesting applications of NLP across the industries, there has been an increasing demand amid professionals to understand the technology, its working and developing interesting applications based on it. To facilitate the same, this workshop comes up with a learning dose where the participants will get hands-on exposure to implementing NLP techniques in Python from scratch. Major Topics Covered Introduction and Overview of NLP Text Analytics and Text Preprocessing Text Classification Word Embedding Sequence Modelling LSTM RNN NLP Transformers Note: ADaSci Members get 50% discount and Premium Members get 100% discount on the course.

    Mastery in NLP basics

    Mastery in NLP basics from introduction to advanced techniques.

    Hands-on Python implementation

    Hands-on Python implementation of diverse NLP tools and techniques.

    Practical skills

    Practical skills for real-world applications and problem-solving scenarios.

    Proficiency in LSTM RNN

    Proficiency in LSTM RNN and advanced NLP Transformer models.

    02 · Curriculum

    What's in the course.

    4 modules · 9 lectures · 236 min of sessions

    01 · 236m

    Each block is one module, sized by session length.

    • Video 1: Introduction and Overviews5m
    • Video 3: Text Classification92m
    • Video 4: Word Embedding28m
    • Video 5: Sequence Modelling60m
    • Video 6: LSTM-RNN37m
    • Video 7: Transformers14m

    04 · Is it for you?

    Who it's for, and what to bring.

    Built for

    • Beginners

    05 · FAQ

    Before you enrol.

    Each of the 4 modules is a recorded live session, with readings from that session. Watch at your own pace.

    $24.99

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