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The Complete OpenAI and GPT Course in Python w/ Q&A Chatbot
Master OpenAI's GPT, Semantic Search, Embeddings, and Q&A to build a Financial Assistant. Beginner friendly.
5.06 reviews28 learners
- Intermediate
- 5h 9m video
- 32 lectures
- English
- Captions
- Last updated 2023
Taught by Next Word AI Development & Training
- 5h 9m of on-demand video
- 32 lectures across 8 sections
- Closed captions (English)
Curriculum
8 sections32 lectures5h 9m total
- Introduction2:20
- Course Logistics and Important Announcements2:57
- What We Are Building & Problem Statement5:30
- FAQ1:15
- Important Disclaimers0:25
- Course Setup7:06
- Course Project Solutions0:13
- Building a ChatGPT Clone in 50 lines of Code10:39
- Integrating OpenAI6:02
- ChatGPT, GPT3, InstructGPT - How They Work12:48
- Prompt Engineering and Advanced GPT Parameters14:53
- Why GPT Disrupted AI Industry8:32
- IntentClassifier - What It is, Why It's Important4:29
- Prompts for Classification Problems (Notebook)12:48
- Evaluation GPT3.5 for Classification (Notebook)20:01
- Integrate Intent Classifier into the App10:54
- Limitations of GPT - Knowledge Cutoff, Data Gaps, Token Limits11:14
- Limits of GPT - Reasoning, Chain of Thought Prompting7:24
- Semantic Search Based Retrieval13:00
- Word and Sentence Embeddings (Notebook)13:15
- Semantic Search (Notebook)12:57
- Vector Databases, Pinecone, Nearest Neighbor Search17:16
- Integrating News Article Retriever into App14:50
About this course
Note: This course assumes that you have gotten the basics of Python and Pandas down. You don’t need to be an experienced Python and Pandas developer, but the ability to follow along and understand syntax is needed. Take your AI development skills to the next level with this course! In this course, you will learn how to build an AI assistant powered by OpenAI's GPT technology, HuggingFace, and Streamlit. In addition, you will learn the foundational concepts of GPT and generative AI, such as Large Language Mo…
Before you start
- Prior exposure to Python and Pandas. You don’t need to be an experienced Python and Pandas developer, but the ability to follow along and understand syntax is needed.
- Github and Google accounts (free)
Who it’s for
- Python developers with some Pandas experience who are eager to build their first AI app using GPT library
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