1. X
  2. Python Lessons
Log inSign up
Python Lessons
154 posts
Image
user avatar
Python Lessons
@PyLessons
Passionate about Machine Learning, Computer Vision, Reinforcement Learning, Python and other similar stuff
earth
pylessons.com
Joined September 2018
12
Following
209
Followers
RepliesRepliesMediaMedia
  • user avatar
    Python Lessons
    @PyLessons
    Jan 3, 2025
    @kucoincom As I am VIP member of kucoin exchange, the support was supper friendly and helpful. He managed to help me update kyc information in no time. Kudos to Chris
  • user avatar
    Python Lessons
    @PyLessons
    Sep 19, 2023
    New tutorial: Testing a Custom Transformer Model for Language Translation with TensorFlow. Check it out! pylessons.com/transformers-i…
    Image
  • user avatar
    Python Lessons
    @PyLessons
    Aug 24, 2023
    Step-by-step tutorial to Master Data Preparation for Transformer training in Natural Language Translation tasks using TensorFlow! Tutorial link: pylessons.com/transformers-n…
    Mastering Data Preparation for Transformer Training
Embark on a guided journey into the intricate world of data preparation for training Transformers! In this tutorial, we will explore the critical steps required to transform raw text data into a format suitable for training a Transformer model, with a focus on sequence-to-sequence tasks.

Table of Content:
🎯 Set the Stage: Introduction to Data Preparation for Transformers.
🔧 Crafting Custom Tokenization: Building a Flexible CustomTokenizer Class.
📚 Creating Language-Specific Tokenizers: Spanish and English Instances.
🔗 Establishing a Data Pipeline: Utilizing the DataProvider Class.

Prepare to unlock the power of data manipulation for Transformer training. As we delve into creating custom tokenizers, organizing data pipelines, and streamlining preprocessing steps, you'll gain the tools to set your NLP projects on a path to success.

Text Version Tutorial: https://pylessons.com/transformers-nlp-data
  • user avatar
    Python Lessons
    @PyLessons
    Aug 22, 2023
    Embark on a transformative journey through the heart of Natural Language Processing (NLP) with Transformers! We'll delve into the core elements of the Transformer architecture, focusing on crafting the fundamental Encoder and Decoder layers. pylessons.com/build-transfor…
    Dive into Transformers: Building Blocks in NLP | Encoder and Decoder Layers 🚀
 
Embark on a transformative journey through the heart of Natural Language Processing (NLP) with Transformers! In this tutorial, we delve into the core elements of the Transformer architecture, focusing on crafting the fundamental Encoder and Decoder layers.
 
🎯 Grasp the Concept of Encoder and Decoder in Transformers.
🔧 Construct EncoderLayer: GlobalSelfAttention & FeedForward in Action.
🔑 Decode the Magic: Implementing DecoderLayer with CrossAttention.
💻 Test the Layer's Harmony with Realistic Input Sequences.
 
Embark on this empowering voyage into the realm of Transformers, enriching your toolkit with the skills to create intricate Encoder and Decoder layers. Join me for a dynamic learning experience and prepare to wield Transformers for a multitude of captivating NLP challenges! 🌟
 
Text Version Tutorial: https://pylessons.com/build-transformer
  • user avatar
    Python Lessons
    @PyLessons
    Aug 16, 2023
    Discover the powerful world of Transformers in Natural Language Processing (NLP)! In this tutorial, we'll continue exploring the main components of the Transformer architecture, focusing on the essential Attention layers. pylessons.com/transformer-at…
    🚀 Introduction to Transformers Attention Layers in NLP 🚀

Discover the powerful world of Transformers in Natural Language Processing (NLP)! In this tutorial, we'll continue exploring the main components of the Transformer architecture, focusing on the essential Attention layers.

🎯 Understand the main blocks of Transformers.
🎓 Implement Attention layers and Understand its Significance.
💡 Build a Custom "BaseAttention" and other layers in TensorFlow.
💻 Test these Layers with Random Input Sequences.

Unleash the potential of Transformers in NLP and level up your machine-learning skills. Subscribe now for more exciting tutorials on building practical Transformer models for real-world NLP tasks! 🌟

Text Version Tutorial: https://pylessons.com/transformer-attention

#Transformers #NLP #MachineLearning #BaseAttention #TensorFlow

Log in or sign up for X

See what’s happening and join the conversation

Continue with phone
or
Log in with username or email
Terms·Privacy·Cookies·Accessibility·Ads Info·© 2026 X Corp.
Advertisement
Advertisement