Gen AI To Unlock Full Data Value

سرفصل های دوره

Master Generative AI & LLM Basics: Unleash Full Data Potential with Advanced Techniques

1. Generative AI For Unlocking The Secrets of Your Data

1. What is AI

2. What Is Generative AI

3. Data

4. What Is Colab

5. Using Generative AI To Unlock Data-Some Broad Points

6. Beware of Hallucinations

2. Generative AI- Where Magic Meets Mega-Computations

1. Gen AI- Live in Action

2. Some More Examples of Generative AI

3. Inputs to GenAI

4. What is Prompt Engineering

5. Points About Prompt Engineering

6. More on Prompt Engineering

3. Generative AI and Large Language Models

1. What Is the connection Between Generative AI and LLMs

2. Evolution of GPTs

3. Get Access To the OpenAI API

4. Introduction to LangChain

4. Google Cloud Processing (GCP) For Generative AI

1. GCPs Generative AI Ecosystem

2. What is GCP

3. Get in the Zone

4. Overview of GCP Interface

5. GCP Permissions

6. Machine Learning in GCP

7. GCP Buckets

8. Datasets

5. LLMs as a Generation Tool

1. Overview-The Summarisation Process

2. Abstract Summarizer

3. QA-langchain

4. Theoretical Undepinnings

5. Answer Questions With Llama-Index

6. Miscellaneous Resources

1. Different Data Types

2. What Is Data Visualisation

3. What Is ML

4. Theory Behind Ordinary Linear Regression (OLS)

5. k-means Theory

6. CNN Theory

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تولید کننده: Udemy