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Introduction To Large Language Models (LLMs) In Python
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Introduction to Large Language Models (LLMs) In Python
https://FreeCourseWeb.com
Published 9/2023 Created by Minerva Singh MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 31 Lectures ( 2h 45m ) | Size: 1.3 GB
Develop Your Own Document-Reading Virtual Assistant With LLMs
What you'll learn Learn to work with Jupyter notebooks in a brand new cloud ecosystem-Saturn Cloud Read in multiple PDFs into Python Implement common natural language processing (NLP) techniques including entity recognition and keyword extraction Get acquainted with common Large Language Model (LLM) frameworks including LangChain Implement LLM frameworks for abstract summarisation and answering questions
Requirements Prior experience of using Jupyter notebooks Prior exposure to Natural Language Processing (NLP) concepts will be helpful but not compulsory An interest in using Large Language Models (LLMs) for your own documents
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction To The Course/1. Welcome To the Course.mp4
30.3 MB
~Get Your Files Here !/1. Introduction To The Course/2. Data and Code.html
424 B
~Get Your Files Here !/1. Introduction To The Course/3. Python Installation.mp4
42.6 MB
~Get Your Files Here !/1. Introduction To The Course/4. Start With Google Colaboratory Environment.mp4
40.4 MB
~Get Your Files Here !/1. Introduction To The Course/5. Google Colabs and GPU.mp4
30.2 MB
~Get Your Files Here !/1. Introduction To The Course/6. Installing Packages In Google Colab.mp4
28.6 MB
~Get Your Files Here !/1. Introduction To The Course/7. Another Cloud To Work In Saturn Cloud.mp4
48.3 MB
~Get Your Files Here !/1. Introduction To The Course/8. Say Hello To The Saturn Interface.mp4
30.3 MB
~Get Your Files Here !/1. Introduction To The Course/9. Brain Fail Dealing With Memory Problems.mp4
14.9 MB
~Get Your Files Here !/2. Get Started With The LLMs and Their Infrastructure/1. What Is a Document Reading Virtual Assistant.mp4
21.1 MB
~Get Your Files Here !/2. Get Started With The LLMs and Their Infrastructure/2. Get Access To the OpenAI API.mp4
18.6 MB
~Get Your Files Here !/2. Get Started With The LLMs and Their Infrastructure/3. Introduction to LangChain.mp4
36.7 MB
~Get Your Files Here !/3. Start Reading in and Exploring Data/1. Read in a Single PDF.mp4
17.2 MB
~Get Your Files Here !/3. Start Reading in and Exploring Data/2. Read In Multiple PDFs.mp4
71.2 MB
~Get Your Files Here !/3. Start Reading in and Exploring Data/3. A More Straightforward Way To Read in Multiple PDFs.mp4
37.1 MB
~Get Your Files Here !/3. Start Reading in and Exploring Data/4. Learn More About Your Documents Why We Need A Preliminary NLP Analysis.mp4
19 MB
~Get Your Files Here !/3. Start Reading in and Exploring Data/5. Entity Matching.mp4
90.8 MB
~Get Your Files Here !/3. Start Reading in and Exploring Data/6. Keyword Extraction.mp4
79.8 MB
~Get Your Files Here !/3. Start Reading in and Exploring Data/7. What Is TF-IDF.mp4
22.9 MB
~Get Your Files Here !/3. Start Reading in and Exploring Data/8. Text Similarity.mp4
74.1 MB
~Get Your Files Here !/4. Use LLMs To Learn From Your Text/1. Overview-The Summarisation Process.mp4
34.9 MB
~Get Your Files Here !/4. Use LLMs To Learn From Your Text/2. Abstract Summarizer.mp4
62.3 MB
~Get Your Files Here !/4. Use LLMs To Learn From Your Text/3. Answer Questions Based On Given Text-LangChain.mp4
69.9 MB
~Get Your Files Here !/4. Use LLMs To Learn From Your Text/4. Theoretical Undepinnings.mp4
25 MB
~Get Your Files Here !/4. Use LLMs To Learn From Your Text/5. Answer Questions With Llama-Index.mp4
35.6 MB
~Get Your Files Here !/5. Preliminary Prompt Engineering/1. What Is Prompt Engineering.mp4
40 MB
~Get Your Files Here !/5. Preliminary Prompt Engineering/2. Prompt Engineering With Langchain.mp4
64.2 MB
~Get Your Files Here !/6. Basic Python Primer/1. Introduction to Numpy.mp4
29.9 MB
~Get Your Files Here !/6. Basic Python Primer/2. What Is Pandas.mp4
74.9 MB
~Get Your Files Here !/6. Basic Python Primer/3. Basic Data Cleaning With Pandas.mp4
34.4 MB
~Get Your Files Here !/6. Basic Python Primer/4. Basic Principles of Data Visualisation.mp4
