Master Transformers in 18 Hours with PyTorch TensorFlow HuggingFace | PART 1 | NLP Machine Learning

Hi, I am an Independent Data Scientist (specializing in NLP) | Kaggle Master. Follow me on 🐦 TWITTER: - for daily tips on DeepLearning, Machine Learning & NLP. ------------------------------------------------------------------ 1. @00:00:42 - Understanding BERT Embeddings and Tokenization | HuggingFace Code - ------------------------------------------------------------------ 2. @00:16:55 - Adding custom Layer to a HuggingFace Pretrained Models | BERT Code - ------------------------------------------------------------------ 3. @00:59:48 - Transformer Encoder - Built From Scratch with Python Code - ------------------------------------------------------------------ 4. @02:30:43 - BERT from Hugging Face - Few Baseline Application - HuggingFace Code - ------------------------------------------------------------------ 5. @03:13:57 - Cosine Similarity between sentences with Transformers HuggingFace Code - ------------------------------------------------------------------ 6. @03:57:40 - Decoding strategies while generating text with GPT-2 Code - ------------------------------------------------------------------ 7. @05:00:34 - Topic Modeling with BERT and Automatic Cluster Labeling Implementation Code - ------------------------------------------------------------------ 8. @07:06:06 - Deberta-v3-large model fine tuning for Kaggle Competition Feedback-Prize - English Language Evaluation Code - ------------------------------------------------------------------ 9. @08:30:18 - Master Transformer in 18 Hours with PyTorch TensorFlow HuggingFace Code - ------------------------------------------------------------------ 10. @09:32:24 - Text Summarization by Fine Tuning Transformer Model (Pegasus) Code - ------------------------------------------------------------------ 11. @10:07:35 - BERTScore Paper Discussion - Evaluating Text Generation with BERT ------------------------------------------------------------------ 12. @10:15:40 - Fine Tuning BERT for Named Entity Recognition (NER) Code - ------------------------------------------------------------------ 13. @10:57:47 - Fine Tuning DistilBERT for Multiclass Text Classification | TensorFlow Code - ====================== You can find me here: ********************************************** 🐦 TWITTER: 👨‍🔧 Kaggle: 👨🏻‍💼 LINKEDIN: 👨‍💻 GITHUB: 🧑‍🦰 Facebook Page: 📸 Instagram: ********************************************** Other Playlist you might like 👇 🟠 Natural Language Processing with Deep Learning : 🟠 MachineLearning & DeepLearning Concepts & interview Question Playlist - 🟠 DataScience | MachineLearning Projects Implementation Playlist - 🟠 ComputerVision / DeepLearning Algorithms Implementation Playlist - #NLP #machinelearning #datascience #textprocessing #kaggle #tensorflow #pytorch #deeplearning #deeplearningai #100daysofmlcode #pythonprogramming #100DaysOfMLCode
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