Introduction to Large Language Models (LLMs) In Python

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1. Introduction To The Course
• 1. Welcome To the Course.mp4 (30.3 MB)
• 2. Data and Code.html (0.4 KB)
• 3. Python Installation.mp4 (42.6 MB)
• 4. Start With Google Colaboratory Environment.mp4 (40.4 MB)
• 5. Google Colabs and GPU.mp4 (30.2 MB)
• 6. Installing Packages In Google Colab.mp4 (28.6 MB)
• 7. Another Cloud To Work In Saturn Cloud.mp4 (48.3 MB)
• 8. Say Hello To The Saturn Interface.mp4 (30.3 MB)
• 9. Brain Fail Dealing With Memory Problems.mp4 (14.9 MB)
2. Get Started With The LLMs and Their Infrastructure
• 1. What Is a Document Reading Virtual Assistant.mp4 (21.1 MB)
• 2. Get Access To the OpenAI API.mp4 (18.6 MB)
• 3. Introduction to LangChain.mp4 (36.7 MB)
3. Start Reading in and Exploring Data
• 1. Read in a Single PDF.mp4 (17.2 MB)
• 2. Read In Multiple PDFs.mp4 (71.2 MB)
• 3. A More Straightforward Way To Read in Multiple PDFs.mp4 (37.1 MB)
• 4. Learn More About Your Documents Why We Need A Preliminary NLP Analysis.mp4 (19.0 MB)
• 5. Entity Matching.mp4 (90.8 MB)
• 6. Keyword Extraction.mp4 (79.8 MB)
• 7. What Is TF-IDF.mp4 (22.9 MB)
• 8. Text Similarity.mp4 (74.1 MB)
4. Use LLMs To Learn From Your Text
• 1. Overview-The Summarisation Process.mp4 (34.9 MB)
• 2. Abstract Summarizer.mp4 (62.3 MB)
• 3. Answer Questions Based On Given Text-LangChain.mp4 (69.9 MB)
• 4. Theoretical Undepinnings.mp4 (25.0 MB)
• 5. Answer Questions With Llama-Index.mp4 (35.6 MB)
5. Preliminary Prompt Engineering
• 1. What Is Prompt Engineering.mp4 (40.0 MB)
• 2. Prompt Engineering With Langchain.mp4 (64.2 MB)
6. Basic Python Primer
• 1. Introduction to Numpy.mp4 (29.9 MB)
• 2. What Is Pandas.mp4 (74.9 MB)
• 3. Basic Data Cleaning With Pandas.mp4 (34.4 MB)
• 4. Basic Principles of Data Visualisation.mp4 (73.9 MB)
• Bonus Resources.txt (0.4 KB)