Apply AI like a Pro
Trained as a social scientist with little programming experience, I know the barriers for a non-technical person to learn AI: monster math equations in textbooks, lines after lines of code with little explanation, broken or half-finished code in online tutorials that never runs, the daunting gap from textbook toy examples to real-world applications…
I create this channel to precisely addressing those barriers. Each video is a complete, self-contained project that applies AI (machine or deep learning) to solve a practical, real-world problem. Unique features include:
• Use customized, real-world datasets instead of preloaded, toy datasets
• Hands-on, step-by-step applications of state-of-the-art AI models
• Thorough explanations of each line of code in the video
• Detailed annotations for each line of code in the file
• The file containing all code can be downloaded and run in Google Colab instantly, error-free
• The file serves as a reusable template for similar applications
Simple and Efficient ways towards AI Alignment
ChatGPT Pro’s 30-Minute Deep Dive: Gary Becker’s Economic Model of Extramarital Affairs Expanded
Evaluating OpenAI’s O1 Model: ChatGPT+ vs. ChatGPT Pro – Is the Upgrade Worth It?
AI and Music: Technology, Creativity, and the Future of Art
Add Memory to Chatbot and RAG Using Langchain
Build Various Retrieval-Augmented Generation (RAG) Pipelines Using LangChain (Part 2)
Build Various Retrieval-Augmented Generation (RAG) Pipelines Using LangChain (Part 1)
Load, Chunk, Embed, and Index Documents Using LangChain
OpenAI's Swarm for Multi-agent Orchestration
LangChain Lecture 1: Large Language Models, Prompt Templates, and Basic Chain Building
Write Effective ChatGPT Prompts to Boost Research Productivity Part 2
Super intelligence, Frankenstein, and Post humanism AI Ethics Beyond Data and Algorithmic Bias
Applications of AI and Big Data Analytics in Obesity Research
Artificial Intelligence Implications for Social Equity and Bias
Artificial Intelligence Applications, Promises, Pitfalls, and Misperceptions
Artificial Intelligence Applications in Health and Social Sciences with Ruopeng An
Bridging Bytes & Bonds The AI Transformation in Social Work
Projecting the Impact of COVID 19 Pandemic on Childhood Obesity in the U.S. A Microsimulation Model
Be an Interdisciplinary Data Scientist Where to Start and How to Succeed
Reimagining Qualitative Research with Generative AI
Validate & Standardize LLM Output with Guardrails-AI
AutoThemeGenerator: User Guide
Lord of the Retrievers (LOTR) in 20 Minutes
Master OpenAI's DALL.E API In 20 Minutes
A Gentle Introduction to Genetic Algorithms with Python and DEAP
Learn Hands-on Skills to Minimize Hallucinations in AI-Generated Content
Use of Advanced RAG to Improve Fact-Checking Ability of Large Language Model
Introduction to Evolutionary Algorithms