Udemy - Explainable AI (XAI) For Generative AI

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1 -Introduction.mp4 (26.4 MB)
• 2 - Course Code and Data.html (0.1 KB)
• 2 -What is AI.mp4 (100.2 MB)
• 3 -Install Python 3.mp4 (42.6 MB)
• 4 -Introduction to Colab.mp4 (40.4 MB)
• 5 -Incorporating GPU in Colab.mp4 (28.4 MB)
• 6 -Access Your Google Drive Via Colab.mp4 (19.0 MB)
2 - What is Generative AI
• 1 -Of Generative AI and LLMs.mp4 (111.0 MB)
• 2 -Non-LLM Gen AI.mp4 (14.4 MB)
• 3 -Common Gen AI Models.mp4 (39.3 MB)
• 4 -Gen AI on GCPs.mp4 (46.4 MB)
• 5 -How Gen AI Takes Your Data To the Next Level.mp4 (71.8 MB)
• 6 -Code Free Gen Ai.mp4 (43.6 MB)
• 7 -Explore the Gen AI Space Via Chat GPT.mp4 (71.2 MB)
• 8 -GPTs.mp4 (17.3 MB)
3 - Introduction to Common Gen AI and LLM Frameworks
• 1 -LLM Workflow.mp4 (13.8 MB)
• 10 -LLM Fine Tuning.mp4 (72.3 MB)
• 11 -LLM Optimisation.mp4 (21.5 MB)
• 2 -What Is Hugging Face.mp4 (32.0 MB)
• 3 -Say Hello To Hugging Face.mp4 (31.9 MB)
• 4 -LLMs Via Hugging Face.mp4 (37.0 MB)
• 5 -Prompt Engineering With Langchain.mp4 (64.2 MB)
• 6 -Points About Prompt Engineering.mp4 (59.7 MB)
• 7 -More Points on Prompting.mp4 (59.7 MB)
• 8 -More on Prompting.mp4 (34.6 MB)
• 9 -Theory of LLM Optimisation.mp4 (21.5 MB)
4 - What In Explainable AI
• 1 -An Explantation of Explainable AI.mp4 (35.4 MB)
• 10 -LIME XAI For GANs.mp4 (46.4 MB)
• 11 -Of LIMEAnd SHAP For Model Explanation.mp4 (24.9 MB)
• 12 -A Shapely Example.mp4 (13.2 MB)
• 2 -Overview of the XAI Landscape.mp4 (19.7 MB)
• 3 -What Is LIME.mp4 (16.0 MB)
• 4 -Using LIME For NLP and LLM Tasks.mp4 (19.4 MB)
• 5 -Set Up an NLP problem.mp4 (25.6 MB)
• 6 -LIME XAI For NLP.mp4 (16.2 MB)
• 7 -Set Up LLM Problem.mp4 (17.2 MB)
• 8 -LIME XAI For LLM.mp4 (9.0 MB)
• 9 -Generative Adversarial Network (GAN)- Brief Intro.mp4 (13.2 MB)
5 - Prompt Engineering For XAI
• 1 -A Penny For Your Thoughts.mp4 (11.6 MB)
• 2 -Lets Prompt.mp4 (24.0 MB)
6 - Miscellaneous Resources
• 1 -Intro to the Mistral Framework.mp4 (45.3 MB)
• 2 -Hallucinations in LLMs.mp4 (21.1 MB)
• Bonus Resources.txt (0.1 KB)