NLP Tutorial with Hugging Face | Sentiment Analysis & Zero Shot Classification скачать в хорошем качестве

NLP Tutorial with Hugging Face | Sentiment Analysis & Zero Shot Classification

NLP Tutorial with Hugging Face | Sentiment Analysis & Zero Shot Classification In this video, I will show how to run powerful NLP models like sentiment analysis and zero-shot text classification on nothing more than a CPU virtual machine — no expensive GPUs needed. 🚀 You’ll learn: What is NLP (Natural Language Processing) and why it matters How sentiment analysis works with Hugging Face pipelines Step-by-step demo: Writing Python code for sentiment analysis on CPU Under-the-hood explanation of DistilBERT and tokenization What is Zero-Shot Classification and how it adapts to new labels instantly Hands-on demo: Classifying text into custom labels (DevOps, sports, finance, etc.) Real-world use cases: customer support, social media monitoring, log classification 👉 Whether you’re a beginner curious about AI or an experienced developer exploring Hugging Face, this tutorial will help you get started with NLP on CPU. 🔗 Subscribe for more tutorials on DevOps, MLOps, Kubernetes, and AI. ▬▬▬▬▬▬▬ Timestamps ▬▬▬▬▬▬▬ 00:00 - Introduction & What You’ll Learn 00:37 - Do You Really Need a GPU for AI? 01:08 - What is NLP (Natural Language Processing)? 01:39 - What is Sentiment Analysis? 02:25 - Setting Up Python Virtual Environment (venv) & Installing NLP Libraries 04:21 - Writing Code for Sentiment Analysis (Hugging Face + PyTorch) 08:41 - Sentiment Analysis Explained (How It Works Under the Hood) 09:48 - What is Zero-Shot Classification? 10:41 - Writing Code for Zero-Shot Classification 16:03 - Zero-Shot Classification Explained (Under the Hood) 17:00 - Real-Life Use Cases of Zero-Shot Classification 17:35 - Conclusion & Next Steps (Containerizing NLP on Kubernetes) For 1:1 mentorship, consultations, or career guidance, you can book a session with me here: https://topmate.io/nikhil_kumar811/ 🔗 Watch Related Playlists: Kubernetes:    • Kubernetes Basics to Advance   Github Actions:    • GitHub Actions: Basics to Advanced   Ansible:    • Ansible Automation: From Beginner to Advan...   AWX:    • AWX Tutorials: Beginner to Advanced Guide   AI:    • AI   ▬▬▬▬▬▬ Connect with me ▬▬▬▬▬▬ LinkedIn:   / kumar-nikhil811   Website: https://techinik.com Medium:   / kumarnikhil811   #nlp #huggingface #python #sentimentanalysis #ZeroShotClassification #AIonCPU #ai #ml #machinelearning