Learn BERT essential NLP algorithm by Google

Learn BERT – essential NLP algorithm by Google, available at $64.99, has an average rating of 4.26, with 43 lectures, 6 quizzes, based on 1143 reviews, and has 7302 subscribers.

You will learn about Understand the history about BERT and why it changed NLP more than any algorithm in the recent years Understand how BERT is different from other standard algorithm and is closer to how humans process languages Use the tokenizing tools provided with BERT to preprocess text data efficiently Use the BERT layer as a embedding to plug it to your own NLP model Use BERT as a pre-trained model and then fine tune it to get the most out of it Explore the Github project from the Google research team to get the tools we need Get models available on Tensorflow Hub, the platform where you can get already trained models Clean text data Create datasets for AI from those data Use Google Colab and Tensorflow 2.0 for your AI implementations Create customs layers and models in TF 2.0 for specific NLP tasks This course is ideal for individuals who are AI amateurs that are eager to learn how NLP research has evolved those last years and how BERT is changing everything or AI students that need to have a deeper knowledge about the most recent NLP techniques or Business driven people that are eager to know how to optimize NLP solutions to leverage any text data or Anyone who wants to start a new career specialized in NLP and get a strong knowledge of the state-of-the art algorithm in this field, adding efficient cases to their portfolio It is particularly useful for AI amateurs that are eager to learn how NLP research has evolved those last years and how BERT is changing everything or AI students that need to have a deeper knowledge about the most recent NLP techniques or Business driven people that are eager to know how to optimize NLP solutions to leverage any text data or Anyone who wants to start a new career specialized in NLP and get a strong knowledge of the state-of-the art algorithm in this field, adding efficient cases to their portfolio.

Enroll now: Learn BERT – essential NLP algorithm by Google

Summary

Title: Learn BERT – essential NLP algorithm by Google

Price: $64.99

Average Rating: 4.26

Number of Lectures: 43

Number of Quizzes: 6

Number of Published Lectures: 38

Number of Published Quizzes: 6

Number of Curriculum Items: 49

Number of Published Curriculum Objects: 44

Original Price: $199.99

Quality Status: approved

Status: Live

What You Will Learn

Understand the history about BERT and why it changed NLP more than any algorithm in the recent years

Understand how BERT is different from other standard algorithm and is closer to how humans process languages

Use the tokenizing tools provided with BERT to preprocess text data efficiently

Use the BERT layer as a embedding to plug it to your own NLP model

Use BERT as a pre-trained model and then fine tune it to get the most out of it

Explore the Github project from the Google research team to get the tools we need

Get models available on Tensorflow Hub, the platform where you can get already trained models

Clean text data

Create datasets for AI from those data

Use Google Colab and Tensorflow 2.0 for your AI implementations

Create customs layers and models in TF 2.0 for specific NLP tasks

Who Should Attend

AI amateurs that are eager to learn how NLP research has evolved those last years and how BERT is changing everything

AI students that need to have a deeper knowledge about the most recent NLP techniques

Business driven people that are eager to know how to optimize NLP solutions to leverage any text data

Anyone who wants to start a new career specialized in NLP and get a strong knowledge of the state-of-the art algorithm in this field, adding efficient cases to their portfolio

Target Audiences

AI amateurs that are eager to learn how NLP research has evolved those last years and how BERT is changing everything

AI students that need to have a deeper knowledge about the most recent NLP techniques

Business driven people that are eager to know how to optimize NLP solutions to leverage any text data

Anyone who wants to start a new career specialized in NLP and get a strong knowledge of the state-of-the art algorithm in this field, adding efficient cases to their portfolio

Master BERT: The Breakthrough NLP Algorithm

Course Overview:

Welcome to the ultimate guide to BERT! This comprehensive course is designed to take you on a journey from the basics to mastery of BERT (Bidirectional Encoder Representations from Transformers), a state-of-the-art algorithm transforming the field of natural language processing (NLP).

Why Choose This Course?

Accessible for Everyone: Whether you’re a seasoned data scientist or a newcomer to NLP, this course is crafted to be inclusive and comprehensive. We begin with the origins and history of BERT, carefully explaining each concept so that anyone can follow along. By the end of the course, you’ll have a solid grasp of BERT, regardless of your starting point.

Revolutionary and Versatile: BERT has fundamentally changed how we approach NLP tasks by eliminating the need for traditional models like RNNs and CNNs. Instead, BERT uses transformers to provide a more intuitive and effective way to process language. You’ll learn how to apply BERT to a wide range of NLP tasks, making your projects more powerful and efficient.

Practical: We prioritize practicality and usability in this course. Using TensorFlow 2.0 and Google Colab, you’ll avoid common issues with local machine setups and software compatibility. These tools ensure that you are learning with the most current and advanced technologies available. You’ll gain hands-on experience with real-world applications, reinforcing your learning and giving you the confidence to apply BERT in your own projects.

Hands-On Learning: Our course includes numerous practical exercises and projects to help you apply what you鈥檝e learned. You’ll work through real-world scenarios and datasets, allowing you to see firsthand how BERT can be used to solve complex NLP problems. This hands-on approach ensures that you’re not just learning theory but also gaining the practical skills needed to implement BERT effectively.

Enroll Now:

If you’re ready to dive into the world of BERT and revolutionize your approach to natural language processing, this course is for you. Enroll now and start your journey towards mastering one of the most powerful tools in NLP today!

Course Curriculum

Chapter 1: Introduction

Lecture 1: Welcome to the course

Lecture 2: Course curriculum, Colab toolkit and data links

Lecture 3: EXTRA: Learning Path

Chapter 2: BERT – Intuition

Lecture 1: What is BERT?

Lecture 2: Embedding

Lecture 3: General Idea

Lecture 4: Old fashioned seq2seq

Lecture 5: Transformer general understanding

Lecture 6: Attention

Lecture 7: Architecture

Lecture 8: Pre-training

Chapter 3: Application: using BERTs tokenizer

Lecture 1: CNN explanation

Lecture 2: Intro

Lecture 3: Dependencies

Lecture 4: Loading Files

Lecture 5: Cleaning Data

Lecture 6: Tokenization

Lecture 7: Dataset Creation

Lecture 8: Model Building

Lecture 9: Training

Lecture 10: Evaluation

Chapter 4: Application: using BERT as an embedder

Lecture 1: Important: correction for next lecture

Lecture 2: Inputs

Lecture 3: Model Results

Chapter 5: Application: fine-tuning BERT to create a question answering system

Lecture 1: Intro

Lecture 2: Correction of Dependencies with new package version

Lecture 3: Dependencies

Lecture 4: Data Preprocessing

Lecture 5: Squad Layer

Lecture 6: Correction of Whole Model with new package version

Lecture 7: Whole Model

Lecture 8: Compile AI

Lecture 9: Training

Lecture 10: Evaluation Preparation

Lecture 11: Evaluation Creation

Lecture 12: Evaluation Result

Lecture 13: Home-made prediction

Chapter 6: Congratulations!! Dont forget your Prize 馃檪

Lecture 1: Bonus: How To UNLOCK Top Salaries (Live Training)

Instructors

Martin Jocqueviel
Freelance data scientist

SuperDataScience Team
Helping Data Scientists Succeed

Ligency Team
Helping Data Scientists Succeed

Rating Distribution

1 stars: 39 votes

2 stars: 62 votes

3 stars: 187 votes

4 stars: 373 votes

5 stars: 482 votes

Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!