LLM & Generative AI Masterclass: Langchain, HuggingFace
Generative AI, LLM, LangChain, HuggingFace, Ollama, Gradio, OpenAI, Gemini, DeepSeek R1, NotebookLM, Azure AI Services
4.56 (793 reviews)
8,805
students
24 hours
content
Mar 2025
last update
$17.99
regular price
What you will learn
Set up environments for LLMs using Jupyter, Ollama, and Gradio, and integrate APIs like OpenAI GPT and Google Gemini for NLP solutions
Explore Frontier Models like OpenAI GPT and Google's Gemini to create apps for web scraping, text summarization, and meal suggestions
Master Hugging Face for tasks like sentiment analysis, text classification, tokenization, and fine-tuning models using datasets and repositories
Use LangChain for NLP workflows, including prompt engineering, few-shot prompting, and parsing structured outputs like JSON, XML, and CSV
Build web apps with Gradio, such as interactive tools and travel apps, to showcase NLP and AI functionalities
Integrate DeepSeek APIs to develop recipe suggestion systems and explore advanced Python-based AI implementations
Use NotebookLM to analyze and summarize PDFs, videos, CSVs, and audio files, extracting insights and actionable data efficiently.
Master Natural Language Processing concepts, tasks, and tools like Scikit-learn, NLTK, and SpaCy
Learn to build and deploy machine learning models for text classification and sentiment analysis
Explore text summarization techniques to condense long documents into concise summaries
Develop skills in tokenization, stemming, lemmatization, and POS tagging for NLP workflows
Create word embeddings using Word2Vec, Keras, and pre-trained models like Google's
Build deep learning models (ANN, CNN, RNN) for tasks like spam detection and text generation
Analyze tweets by calculating sentiment scores using Twitter API integrations
Work with Python libraries for processing text, PDFs, and datasets (PyPDF2, Pandas, etc.)
Perform data visualization using Matplotlib and conduct analysis with Numpy and Pandas
Implement NLP pipelines for Named Entity Recognition (NER) and vocabulary matching
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Related Topics
3053080
udemy ID
4/26/2020
course created date
6/8/2020
course indexed date
Lee Jia Cheng
course submited by