[ WebToolTip.com ] Udemy - Generative AI Skillpath - Zero to Hero in Generative AI

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction/1 - Introduction.mp4

64 MB

~Get Your Files Here !/10 - Retrieval Augmented Generation - Building your own RAG applications/1 - Retrieval Augmented Generation Concepts.mp4

47 MB

~Get Your Files Here !/10 - Retrieval Augmented Generation - Building your own RAG applications/2 - Step 1 Reading Documents in RAG Workflow.mp4

82 MB

~Get Your Files Here !/10 - Retrieval Augmented Generation - Building your own RAG applications/3 - Step 2 Creating Chunks in the RAG Process.mp4

65 MB

~Get Your Files Here !/10 - Retrieval Augmented Generation - Building your own RAG applications/4 - Step 3 Generating Embeddings in the RAG Workflow.mp4

40 MB

~Get Your Files Here !/10 - Retrieval Augmented Generation - Building your own RAG applications/5 - Step 4 Storing Embeddings in a Vector Database.mp4

61 MB

~Get Your Files Here !/10 - Retrieval Augmented Generation - Building your own RAG applications/6 - Building an End-to-End RAG Application.mp4

74 MB

~Get Your Files Here !/11 - Tools and Agents Building your own AI Agents/1 - Overview of Tools and Agents in LangChain.mp4

30 MB

~Get Your Files Here !/11 - Tools and Agents Building your own AI Agents/2 - Developing Custom Tools with LangChain.mp4

74 MB

~Get Your Files Here !/11 - Tools and Agents Building your own AI Agents/3 - LangChain Built-in Tools DuckDuckGo Search and Wikipedia.mp4

70 MB

~Get Your Files Here !/11 - Tools and Agents Building your own AI Agents/4 - Working with Agents in LangChain.mp4

79 MB

~Get Your Files Here !/11 - Tools and Agents Building your own AI Agents/5 - Building a Memory-Enabled Agent in LangChain.mp4

44 MB

~Get Your Files Here !/12 - LangSmith for monitoring our Application/1 - Overview of LangSmith and Its Capabilities.mp4

19 MB

~Get Your Files Here !/12 - LangSmith for monitoring our Application/2 - Running and Monitoring Applications Using LangSmith.mp4

65 MB

~Get Your Files Here !/13 - Creating Graphical UI using Streamlit for our application/1 - Introduction to Streamlit.mp4

35 MB

~Get Your Files Here !/13 - Creating Graphical UI using Streamlit for our application/2 - Building a GUI for Your GenAI App Using Streamlit.mp4

50 MB

~Get Your Files Here !/14 - What's under the hood Understanding the foundations of LLMs/1 - Strengths and Limitations of Generative AI - foundation of AI.pdf

3.2 MB

~Get Your Files Here !/14 - What's under the hood Understanding the foundations of LLMs/1 - Strengths and Limitations of Generative AI.mp4

75 MB

~Get Your Files Here !/14 - What's under the hood Understanding the foundations of LLMs/2 - Generative AI The Magic Behind the Mechanism.mp4

71 MB

~Get Your Files Here !/14 - What's under the hood Understanding the foundations of LLMs/3 - Understanding How AI Learns.mp4

93 MB

~Get Your Files Here !/14 - What's under the hood Understanding the foundations of LLMs/4 - Evolution from Linear Regression to Neural Networks.mp4

78 MB

~Get Your Files Here !/14 - What's under the hood Understanding the foundations of LLMs/5 - Understanding Tokens and Embeddings.mp4

62 MB

~Get Your Files Here !/14 - What's under the hood Understanding the foundations of LLMs/6 - Inside Transformers — The Core Architecture of LLMs.mp4

34 MB

~Get Your Files Here !/14 - What's under the hood Understanding the foundations of LLMs/7 - How Language Models Generate Predictions.mp4

47 MB

~Get Your Files Here !/14 - What's under the hood Understanding the foundations of LLMs/8 - Pre-Training vs Fine-Tuning — How Models Evolve.mp4

52 MB

~Get Your Files Here !/14 - What's under the hood Understanding the foundations of LLMs/9 - Exploring Open-Source LLMs.mp4

19 MB

~Get Your Files Here !/15 - Getting Started with On-Device AI/1 - What is On-Device AI.mp4

22 MB

~Get Your Files Here !/15 - Getting Started with On-Device AI/2 - Exploring the Qualcomm AI Hub.mp4

42 MB

~Get Your Files Here !/15 - Getting Started with On-Device AI/3 - Setting Up and Logging Into Qualcomm AI Hub.mp4

17 MB

~Get Your Files Here !/16 - Model Training & Deployment Steps/1 - Understanding On-Device Model Deployment Steps.mp4

31 MB

~Get Your Files Here !/16 - Model Training & Deployment Steps/2 - Model Training Phase – Concepts & Workflow.mp4

35 MB

~Get Your Files Here !/16 - Model Training & Deployment Steps/3 - Hands-On Model Training in Practice.mp4

32 MB

~Get Your Files Here !/17 - Model Compilation & Profiling/1 - Model Compilation – Concepts and Process.mp4

44 MB

~Get Your Files Here !/17 - Model Compilation & Profiling/2 - Hands-On Model Compilation.mp4

30 MB

~Get Your Files Here !/17 - Model Compilation & Profiling/3 - Model Profiling – Theory & Performance Insights.mp4

18 MB

~Get Your Files Here !/17 - Model Compilation & Profiling/4 - Practical Model Profiling Exercise.mp4

65 MB

~Get Your Files Here !/18 - Model Optimization & Deployment/1 - Running Model Inference on Device.mp4

63 MB

~Get Your Files Here !/18 - Model Optimization & Deployment/2 - Exporting and Downloading Your Model.mp4

70 MB

~Get Your Files Here !/18 - Model Optimization & Deployment/3 - Overview to Quantization.mp4

26 MB

~Get Your Files Here !/18 - Model Optimization & Deployment/4 - Symmetric Quantization Explained.mp4

43 MB

~Get Your Files Here !/18 - Model Optimization & Deployment/5 - Asymmetric Quantization Explained.mp4

52 MB

~Get Your Files Here !/18 - Model Optimization & Deployment/6 - Applying Quantization Techniques – Hands-On.mp4

69 MB

~Get Your Files Here !/19 - Conclusion/1 - About your certificate.html

964 B

~Get Your Files Here !/19 - Conclusion/1 - Bonus lecture.html

9.1 kB

~Get Your Files Here !/19 - Conclusion/2 - Bonus lecture.html

9.1 kB

~Get Your Files Here !/2 - Prompt Engineering/1 - Crafting Effective Prompts Be Detailed and Specific.mp4

21 MB

~Get Your Files Here !/2 - Prompt Engineering/10 - Thought structures Skeleton-of-Thought Prompting.mp4

25 MB

~Get Your Files Here !/2 - Prompt Engineering/11 - Thought structures Program-of-Thought Prompting.mp4

33 MB

~Get Your Files Here !/2 - Prompt Engineering/2 - Best Practices for Prompting.mp4

35 MB

~Get Your Files Here !/2 - Prompt Engineering/3 - Using Prompt Templates for Consistency.mp4

32 MB

~Get Your Files Here !/2 - Prompt Engineering/4 - Prompting Framework Chain of Thought.mp4

115 MB

~Get Your Files Here !/2 - Prompt Engineering/5 - Prompting Framework Step-Back Reasoning.mp4

30 MB

~Get Your Files Here !/2 - Prompt Engineering/6 - Prompting Framework Role Prompting.mp4

21 MB

~Get Your Files Here !/2 - Prompt Engineering/7 - Prompting Framework Self-Consistency.mp4

26 MB

~Get Your Files Here !/2 - Prompt Engineering/8 - Prompting Framework Chain-of-Density.mp4

54 MB

~Get Your Files Here !/2 - Prompt Engineering/9 - Thought structure Tree-of-Thought Prompting.mp4

102 MB

~Get Your Files Here !/3 - Prompt hyperparameters and their tuning/1 - Understanding Prompt Hyperparameters.mp4

40 MB

~Get Your Files Here !/3 - Prompt hyperparameters and their tuning/2 - Temperature & Top-p Controlling Randomness.mp4

62 MB

~Get Your Files Here !/3 - Prompt hyperparameters and their tuning/3 - Max Tokens & Stop Sequences Managing Output Length.mp4

23 MB

~Get Your Files Here !/3 - Prompt hyperparameters and their tuning/4 - Presence & Frequency Penalties Adding Variety.mp4

16 MB

~Get Your Files Here !/3 - Prompt hyperparameters and their tuning/5 - Tuning Prompt Parameters for Optimal Results - Prompt+parameter+tuning.ipynb

11 kB

~Get Your Files Here !/3 - Prompt hyperparameters and their tuning/5 - Tuning Prompt Parameters for Optimal Results.mp4

83 MB

~Get Your Files Here !/4 - Prompt evaluation/1 - Three Methods to Evaluate Prompt Quality.mp4

42 MB

~Get Your Files Here !/4 - Prompt evaluation/2 - Conducting Prompt AB Testing.mp4

21 MB

~Get Your Files Here !/4 - Prompt evaluation/3 - Evaluating Prompts with PromptFoo - Link to download nodejs.url

53 B

~Get Your Files Here !/4 - Prompt evaluation/3 - Evaluating Prompts with PromptFoo - Prompts+and+test+cases+for+promptfoo.docx

14 kB

~Get Your Files Here !/4 - Prompt evaluation/3 - Evaluating Prompts with PromptFoo.mp4

137 MB

~Get Your Files Here !/4 - Prompt evaluation/3 -Link to download nodejs.url

53 B

~Get Your Files Here !/5 - Running LLMs Locally on your PC/1 - Downloading and Installing Ollama Setup.mp4

15 MB

~Get Your Files Here !/5 - Running LLMs Locally on your PC/2 - Configuring Ollama and downloading models.mp4

42 MB

~Get Your Files Here !/5 - Running LLMs Locally on your PC/3 - Model customization via Command Line or Terminal.mp4

47 MB

~Get Your Files Here !/5 - Running LLMs Locally on your PC/4 - Building, Saving, and Implementing a Custom Ollama Model.mp4

33 MB

~Get Your Files Here !/6 - Using Ollama with Python/1 - Configuring the Python Environment.mp4

21 MB

~Get Your Files Here !/6 - Using Ollama with Python/2 - Working with the Ollama Library in Python.mp4

56 MB

~Get Your Files Here !/6 - Using Ollama with Python/3 - Invoking the Model via the Ollama REST API.mp4

24 MB

~Get Your Files Here !/7 - Building LLM Applications using LangChain in Python/1 - Understanding LangChain Objectives and Core Benefits.mp4

26 MB

~Get Your Files Here !/7 - Building LLM Applications using LangChain in Python/2 - LangChain Fundamentals Prompt Templates and LLM Models.mp4

29 MB

~Get Your Files Here !/7 - Building LLM Applications using LangChain in Python/3 - LangChain Fundamentals Formatting the Output.mp4

39 MB

~Get Your Files Here !/8 - Chains and Runnables (LangChain Expressions Language)/1 - Using the Pipe Operator in LCEL.mp4

48 MB

~Get Your Files Here !/8 - Chains and Runnables (LangChain Expressions Language)/2 - Understanding Runnables Theoretical Foundations.mp4

20 MB

~Get Your Files Here !/8 - Chains and Runnables (LangChain Expressions Language)/3 - Runnable Types Parallel, Passthrough, and Lambda.mp4

25 MB

~Get Your Files Here !/8 - Chains and Runnables (LangChain Expressions Language)/4 - Example Managing Execution Flow with LCEL.mp4

90 MB

~Get Your Files Here !/8 - Chains and Runnables (LangChain Expressions Language)/5 - Understanding Dynamic Routing in LangChain.mp4

21 MB

~Get Your Files Here !/8 - Chains and Runnables (LangChain Expressions Language)/6 - Implementing Dynamic Routing in LCEL.mp4

76 MB

~Get Your Files Here !/9 - Memory in LangChain/1 - Overview to Memory in LangChain.mp4

28 MB

~Get Your Files Here !/9 - Memory in LangChain/2 - Understanding Conversation Buffer Memory.mp4

66 MB

~Get Your Files Here !/9 - Memory in LangChain/3 - Customizing Memory Using Memory Keys and Adding Messages.mp4

30 MB

~Get Your Files Here !/9 - Memory in LangChain/4 - Implementing Conversation Chains.mp4

27 MB

~Get Your Files Here !/9 - Memory in LangChain/5 - Working with Conversation Buffer Window Memory.mp4

26 MB

~Get Your Files Here !/9 - Memory in LangChain/6 - Understanding Conversation Summary Memory.mp4

31 MB

~Get Your Files Here !/9 - Memory in LangChain/7 - Using Runnables with Message History.mp4

40 MB

~Get Your Files Here !/Bonus Resources.txt

70 B