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’ve 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 BERT's 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!! Don't forget your Prize 🙂
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!
You may also like
- Top 10 Video Editing Courses to Learn in November 2024
- Top 10 Music Production Courses to Learn in November 2024
- Top 10 Animation Courses to Learn in November 2024
- Top 10 Digital Illustration Courses to Learn in November 2024
- Top 10 Renewable Energy Courses to Learn in November 2024
- Top 10 Sustainable Living Courses to Learn in November 2024
- Top 10 Ethical AI Courses to Learn in November 2024
- Top 10 Cybersecurity Fundamentals Courses to Learn in November 2024
- Top 10 Smart Home Technology Courses to Learn in November 2024
- Top 10 Holistic Health Courses to Learn in November 2024
- Top 10 Nutrition And Diet Planning Courses to Learn in November 2024
- Top 10 Yoga Instruction Courses to Learn in November 2024
- Top 10 Stress Management Courses to Learn in November 2024
- Top 10 Mindfulness Meditation Courses to Learn in November 2024
- Top 10 Life Coaching Courses to Learn in November 2024
- Top 10 Career Development Courses to Learn in November 2024
- Top 10 Relationship Building Courses to Learn in November 2024
- Top 10 Parenting Skills Courses to Learn in November 2024
- Top 10 Home Improvement Courses to Learn in November 2024
- Top 10 Gardening Courses to Learn in November 2024