![Apply AI like a Pro](/img/default-banner.jpg)
- 59
- 26 335
Apply AI like a Pro
United States
Registrace 27. 08. 2022
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:
•\tUse customized, real-world datasets instead of preloaded, toy datasets
•\tHands-on, step-by-step applications of state-of-the-art AI models
•\tThorough explanations of each line of code in the video
•\tDetailed annotations for each line of code in the file
•\tThe file containing all code can be downloaded and run in Google Colab instantly, error-free
•\tThe file serves as a reusable template for similar 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:
•\tUse customized, real-world datasets instead of preloaded, toy datasets
•\tHands-on, step-by-step applications of state-of-the-art AI models
•\tThorough explanations of each line of code in the video
•\tDetailed annotations for each line of code in the file
•\tThe file containing all code can be downloaded and run in Google Colab instantly, error-free
•\tThe file serves as a reusable template for similar applications
Write Effective ChatGPT Prompts to Boost Research Productivity Part 2
Are you ready to boost your research productivity by 50% or even more? With ChatGPT, it is getting very real!
Our first session of the two-part series drew in over 80 participants on Zoom and over 200 viewers on the CZcams live stream, and now we’re back with even more tips and tricks to help you maximize your research potential.
Don’t miss out on this chance to learn how ChatGPT can help streamline your research process and take your productivity to new heights.
Hashtags: #artificialintelligence #machinelearning #deeplearning #python #pythonprogramming #pythontutorial #aitutorial #coding #neuralnetworks #neuralnetwork #pytorch #computervision #nlp #naturallanguageprocessing #scikitlearn
Our first session of the two-part series drew in over 80 participants on Zoom and over 200 viewers on the CZcams live stream, and now we’re back with even more tips and tricks to help you maximize your research potential.
Don’t miss out on this chance to learn how ChatGPT can help streamline your research process and take your productivity to new heights.
Hashtags: #artificialintelligence #machinelearning #deeplearning #python #pythonprogramming #pythontutorial #aitutorial #coding #neuralnetworks #neuralnetwork #pytorch #computervision #nlp #naturallanguageprocessing #scikitlearn
zhlédnutí: 35
Video
Write Effective ChatGPT Prompts to Boost Research Productivity Part I
zhlédnutí 112Před 28 dny
Are you ready to take your research productivity to new heights? Join us for an exhilarating Open Classroom talk on Thursday from 12:30pm to 1:30pm, where we'll uncover the secrets of "Write Effective ChatGPT Prompts to Boost Research Productivity"! 🔥 Unleash the Power of ChatGPT 🔥 Discover the phenomenal capabilities of ChatGPT, the world's most knowledgeable AI assistant, and learn how it can...
Super intelligence, Frankenstein, and Post humanism AI Ethics Beyond Data and Algorithmic Bias
zhlédnutí 20Před měsícem
Moving beyond the contemporary debates centering on data and algorithmic bias, join Ruopeng An as he discusses the philosophical and practical issues concerning AI ethics in the future. Do AI's have sentience or awareness, and if so, do we want/need to treat AI's as moral agents and offer them rights? How can we learn to coexist with AI (super)intelligence? Do we have a "third way” besides tech...
Applications of AI and Big Data Analytics in Obesity Research
zhlédnutí 34Před měsícem
The obesity epidemic has become a global public health issue. As artificial intelligence (AI) technologies profoundly transform our world, how can AI help promote a healthier lifestyle and prevent unhealthy weight gain? I will introduce our recent research projects that apply AI and big data analytics in obesity prevention and health promotion. Some project highlights are: • A scoping review of...
Artificial Intelligence Implications for Social Equity and Bias
zhlédnutí 39Před měsícem
Moving beyond the contemporary debates centering on data and algorithmic bias, this talk discusses the philosophical and practical issues concerning AI ethics in the future. Do AIs have sentience/awareness, or does that matter? Do we want/need to treat AIs as moral agents and offer them rights? Whether and how could we coexist with AI (super)intelligence? Do we have a “third way” besides techno...
Artificial Intelligence For Everyone
zhlédnutí 32Před měsícem
In this video, professor Ruopeng An discusses the broad applications and accessibility of AI in various fields, including health and social sciences. He emphasizes that AI is not solely for experts and addresses common misconceptions such as the need for extensive math, programming, and data. An explains that modern AI tools like Python and high-level APIs make AI more accessible, and platforms...
Artificial Intelligence Applications, Promises, Pitfalls, and Misperceptions
zhlédnutí 12Před 2 měsíci
Artificial intelligence (AI), characterized by machine and deep learning, has swept in today’s society like a perfect storm, leaving no stone unturned. From pizza delivery to crime control, from creative arts to chatbot companion, from autonomous driving to auto-trading, AI is already present in many facets of our lives. Of the many views of the future of AI, what version should we believe, if ...
Artificial Intelligence Applications in Health and Social Sciences with Ruopeng An
zhlédnutí 36Před 2 měsíci
In this video, Prof. Ruopeng An explains how AI is being used for predicting disease onset, analyzing patient healthcare data, and performing sentiment and trend analysis using social media data. He addresses common misconceptions about AI, emphasizing its accessibility and practical applications. An also highlights the importance of interdisciplinary AI knowledge, offers insights into AI cours...
Bridging Bytes & Bonds The AI Transformation in Social Work
zhlédnutí 12Před 2 měsíci
This talk is not just an exploration; it's a journey into the heart of how artificial intelligence is revolutionizing the field of social work. We'll delve into the historical and philosophical underpinnings of social work and juxtapose them with cutting-edge technological advancements. What to Expect: - Deep Insight: Understand the intersection of AI and social work through a comprehensive len...
Projecting the Impact of COVID 19 Pandemic on Childhood Obesity in the U.S. A Microsimulation Model
zhlédnutí 9Před 2 měsíci
Explore the significant effects of the COVID-19 pandemic on childhood obesity in the United States through our video. We analyze a study using a microsimulation model to understand how lifestyle changes during the pandemic have altered obesity rates among children from April 2020 to March 2021. Our findings reveal increases in BMI z-scores and obesity prevalence, especially among certain demogr...
Be an Interdisciplinary Data Scientist Where to Start and How to Succeed
zhlédnutí 40Před 2 měsíci
Artificial intelligence (AI) is fundamentally transforming how the world operates. Social, behavioral, and health scientists with modern data science skills are in surging demand and highly valued in the job market. The Artificial Intelligence and Big Data Analytics for Public Health (AIBDA) Certificate at Brown School trains social, behavioral, and health scientists to master Python programmin...
Reimagining Qualitative Research with Generative AI
zhlédnutí 48Před 3 měsíci
Explore the future of qualitative research with AI. From automating social media topic analysis to refining thematic studies in interviews and focus groups, these technological advancements are changing the game. Learn about AI’s role in enhancing information retrieval, streamlining literature reviews, and driving evidence-based decision-making. Presented by: Ruopeng An Hashtags: #artificialint...
Validate & Standardize LLM Output with Guardrails-AI
zhlédnutí 282Před 3 měsíci
Content summary: This tutorial introduced the concept of LLM output validation and standardization using Guardrails AI and demonstrated its implementation using VS Code and Python. It showcases how one can extract and standardize patient information (gender, age, symptoms, and medication) from a doctor's note using Pydantic and Guardrails validators. Code used in this video can be downloaded fr...
AutoThemeGenerator: User Guide
zhlédnutí 50Před 3 měsíci
Content summary: Learn how to use AutoThemeGenerator, a powerful package for performing thematic analysis in qualitative studies using OpenAI's GPT models. Presenter: Charles Alba Documentation: cja5553.github.io/ReadTheDocs_AutoThemeGenerator/ PyPi package: pypi.org/project/AutoThemeGenerator/ The package could only be installed with pip version older than 24.1. Newer versions of pip will not ...
Lord of the Retrievers (LOTR) in 20 Minutes
zhlédnutí 82Před 3 měsíci
Content summary: This tutorial shows you how to implement the Lord of the Retrievers (LOTR, or called merger retriever) using langchain and Python. LOTR has shown superior performance in comparison to naive RAG by dealing with the "lost in the middle" issue commonly experienced in long contexts and many retrieved documents. Code used in this video can be downloaded from GitHub: github.com/Dream...
Master OpenAI's DALL.E API In 20 Minutes
zhlédnutí 103Před 3 měsíci
Master OpenAI's DALL.E API In 20 Minutes
A Gentle Introduction to Genetic Algorithms with Python and DEAP
zhlédnutí 961Před 4 měsíci
A Gentle Introduction to Genetic Algorithms with Python and DEAP
Learn Hands-on Skills to Minimize Hallucinations in AI-Generated Content
zhlédnutí 96Před 4 měsíci
Learn Hands-on Skills to Minimize Hallucinations in AI-Generated Content
Use of Advanced RAG to Improve Fact-Checking Ability of Large Language Model
zhlédnutí 253Před 4 měsíci
Use of Advanced RAG to Improve Fact-Checking Ability of Large Language Model
Introduction to Evolutionary Algorithms
zhlédnutí 274Před 5 měsíci
Introduction to Evolutionary Algorithms
A Dive into Reinforcement Learning with Gym & Stable Baselines
zhlédnutí 102Před 5 měsíci
A Dive into Reinforcement Learning with Gym & Stable Baselines
Navigating AI Detection Tools for Academic Integrity
zhlédnutí 101Před 5 měsíci
Navigating AI Detection Tools for Academic Integrity
Mastering Image Segmentation with Meta's SAM (Segment Everything Model)
zhlédnutí 204Před 6 měsíci
Mastering Image Segmentation with Meta's SAM (Segment Everything Model)
Ground Large Language Models with RAG for Information Searching and Question-Answering
zhlédnutí 211Před 6 měsíci
Ground Large Language Models with RAG for Information Searching and Question-Answering
Harnessing the Power of GPTs for Personal Tutoring
zhlédnutí 153Před 8 měsíci
Harnessing the Power of GPTs for Personal Tutoring
Parameter Efficient Fine Tuning Methods
zhlédnutí 697Před 8 měsíci
Parameter Efficient Fine Tuning Methods
Image Annotation and Labeling Using CVAT
zhlédnutí 2,9KPřed 8 měsíci
Image Annotation and Labeling Using CVAT