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Course Curriculum
DataScienceGPT Highlights
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Intro
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The new focus of data science - Trade-offs - FB example
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Data Science choosing long term growth over short term - Netflix Example
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A recent A/B testing technique - Airbnb example
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Job Interview use case - DatascienceGPT for features that don't exist yet
Chatgpt - Foundational Knowledge
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days
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Introduction
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Calling Chatgpt from Python/R
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How to avoid vague answers
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How different date ranges impact the output
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Clustering with Chatgpt
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Prompt Size - The problem
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Prompt size - Leveraging Clustering
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Prompt size - Semantic Search
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Prompt Size - Support Vector Machine
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Prompt Size - Combining different approaches
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How to ask a question to Chatgpt
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How to ask a question - Developer perspective
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Other libraries - LangChain and Pinecone
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Data Cleansing
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Chatgpt as a code assistant
Chatgpt - Practical Projects
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days
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Question & Answer against documents
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Langchain - Q&A
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Langchain - Exploratory Analysis
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Ads Personalization at scale
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Content Creation
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SEO and Content Marketing at scale
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Product Data Science via Chatgpt - Identify product weaknesses
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Product Data Science via Chatgpt - Identify product strengths
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Product Data Science via Chatgpt - Product Case Studies
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Product Data Science - Exercise
Building a Chatgpt App
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days
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Streamlit vs Shiny
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Shiny - App Intro
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Shiny - App Skeleton
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Shiny - Data Tab
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Shiny - Chatgpt Tab
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Shiny - History Tab
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Shiny - UI/UX Improvements
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Shiny - Production
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Streamlit - Intro
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Streamlit - Skeleton
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Streamlit - Q&A Step
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Streamlit - History
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Streamlit - Production
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Exercise
Future Developments - Roadmap
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days
days after you enroll
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Roadmap
Get started now!
2 Monthly Installments
Coupon Discount
or pay in installments:
2 payments of $1,250/month
Single Payment
Coupon Discount
or pay in installments:
$2,500
Enroll