Sequence Models, Certificate | Part time online | Coursera | United States
2 days
Duration
Free
Free
Unknown
Tuition fee
Anytime
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About

In the Sequence Models course offered by Coursera in partnership with Deeplearning, you will become familiar with sequence models and their exciting applications such as speech recognition, music synthesis, chatbots, machine translation, natural language processing (NLP), and more. 

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Overview

By the end of the Sequence Models course offered by Coursera in partnership with Deeplearning, you will be able to build and train Recurrent Neural Networks (RNNs) and commonly-used variants such as GRUs and LSTMs; apply RNNs to Character-level Language Modeling; gain experience with natural language processing and Word Embeddings; and use HuggingFace tokenizers and transformer models to solve different NLP tasks such as NER and Question Answering.

The Deep Learning Specialization is a foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to take the definitive step in the world of AI by helping you gain the knowledge and skills to level up your career.

Skills you will gain

  • Natural Language Processing
  • Long Short Term Memory (LSTM)
  • Gated Recurrent Unit (GRU)
  • Recurrent Neural Network
  • Attention Models

Programme Structure

Courses include:

  • Recurrent Neural Networks

  • Natural Language Processing & Word Embeddings

  • Sequence models & Attention mechanism

Key information

Duration

  • Part-time
    • 2 days

Start dates & application deadlines

You can apply for and start this programme anytime.

Language

English

Delivered

Online
  • Self-paced

Academic requirements

We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.

English requirements

We are not aware of any English requirements for this programme.

Other requirements

General requirements

Intermediate Level

  • Intermediate Python skills: basic programming, understanding of for loops, if/else statements, data structures
  • A basic grasp of linear algebra & ML

Tuition Fee

To always see correct tuition fees
  • International

    Free
    Tuition Fee
    Based on the tuition of 0 USD for the full programme during 2 days.
  • National

    Free
    Tuition Fee
    Based on the tuition of 0 USD for the full programme during 2 days.

You can choose from hundreds of free courses, or get a degree or certificate at a breakthrough price. You can now select Coursera Plus, an annual subscription that provides unlimited access.

Funding

Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You'll be prompted to complete an application and will be notified if you are approved. You'll need to complete this step for each course in the Specialization, including the Capstone Project.

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