Data-Centric AI Community
Code with Me: Land Your Dream Job with a Data Science Portfolio
1:12:44
Data-Centric AI Community
Code With Me: Getting Started with the Open Source FiftyOne Computer Vision Toolset 👁️
56:14
Data-Centric AI Community
Code With Me: Building a Multi-Document LLM App 🦙
57:04
Data-Centric AI Community
Code With Me: Synthetic Data Generation with Generative Models 🤖
59:42
Data-Centric AI Community
What are MCAR, MAR, and MNAR? 🧩
1:25
Data-Centric AI Community
What is Missing Data? 🧩
1:59
Data-Centric AI Community
What is Imbalanced Data? ⚖️
5:21
Data-Centric AI Community
What is Generative AI? 🤖
2:54
Data-Centric AI Community
How to Generate Synthetic Data with ydata-synthetic's Streamlit app 📊
4:35
Data-Centric AI Community
Data Quest #3: Matters of Diversity and Inclusion for "good” technology (Dr. Geraldine Fitzpatrick)
39:50
Data-Centric AI Community
Data Quest #2: DataPerf - Benchmarks for Data-Centric AI Development (with Prof. Dr. Vijay Reddi) 🔖
40:22
Data-Centric AI Community
How to "pip install ydata-synthetic" without errors!
18:15
Data-Centric AI Community
Install ydata-synthetic in 5 min 🚀
4:47
Data-Centric AI Community
Data Dojo #3: Using ChatGPT to improve a Computer Vision Model (with Eric Landau) 🚀
34:01
Data-Centric AI Community
Data Quest #1: Contextualizing Data-Centric AI (with Ben Epstein)
27:56
Data-Centric AI Community
Data Dojo #1: Finding Data Science Jobs (with @AdamRossNelson) 🚀
42:44
Data-Centric AI Community
Data Dojo #2: Building Computer Vision Models Without Any Coding (with @navan-ai) 🚀
29:29
Data-Centric AI Community
Auditing Data Quality with Pandas Profiling - AI At Scale Summit
19:00
Data-Centric AI Community
Why Cloud Native MLOps Rocks 🎸 by Alon Gubkin | Data-Centric AI Summit 2022
10:30
Data-Centric AI Community
Building High Quality Models using High Quality Data at Scale by Atindriyo Sanyal | DCAI Summit 2022
27:02
Data-Centric AI Community
Can we adapt data-centric AI principles for production ML systems? by Bernease Herman | DCAI 2022
59:33
Data-Centric AI Community
Wrangling Big Datasets in the Real World with Dan, Joe, Hyun & H.O. | Data-Centric AI Summit 2022
51:19
Data-Centric AI Community
Deep Lake: Optimizing Data Lakes for Deep Learning by Davit Buniatyan | Data-Centric AI Summit 2022
40:02
Data-Centric AI Community
Data-Centric AI Community by Fabiana Clemente | Data-Centric AI Summit 2022
49:56
Data-Centric AI Community
Building the compute foundation for your AI infrastructure by Gijsbert van Doorn | DCAI Summit 2022
10:07
Data-Centric AI Community
Investments trends for Data-Centric AI with Gonçalo, Frank, Assaf, James and Masamba | DCAI 2022
45:17
Data-Centric AI Community
Data Engineering is the Foundation of Data-Centric AI by Joe Reis | Data-Centric AI Summit 2022
23:00
Data-Centric AI Community
Refining ML models with ML by Soumyendu Sarkar & Liam Li | Data-Centric AI Summit 2022
21:35
Data-Centric AI Community
The Impact of Academia on AI/ML Innovation with Gonçalo, Ce, Mário & Stavros | DCAI Summit 2022
45:02
Data-Centric AI Community
MLCommons and public data by Peter Mattson, Daniel Galvez & Mark Mazumder | DCAI Summit 2022
48:03
Data-Centric AI Community
Data-Centric AI for Unstructured Use Cases by Amber Roberts | Data-Centric AI Summit 2022
6:49
Data-Centric AI Community
Extreme ML Automation: A March Madness Case Study by Andrea Kropp | Data-Centric AI Summit 2022
27:39
Data-Centric AI Community
Fundamentals of ML Monitoring in 10 Minutes by Anupam Datta | Data-Centric AI Summit 2022
9:36
Data-Centric AI Community
Massive Open Datasets that power Imagen & Stable Diffusion by Christoph Schuhmann | DCAI Summit 2022
38:55
Data-Centric AI Community
An Epic Overview of the AI Infrastructure Ecosystem by Daniel Jeffries | Data-Centric AI Summit 2022
55:26
Data-Centric AI Community
Large Image Datasets are a Mess by Danny Bickson | Data-Centric AI Summit 2022
11:51
Data-Centric AI Community
Evaluating ML: Industry adoption and research trends by Goku Mohandas | Data-Centric AI Summit 2022
29:18
Data-Centric AI Community
A Tale Of Handling Scale Without Having To Scale by Greg Throne | Data-Centric AI Summit 2022
9:35
Data-Centric AI Community
Hands on Data-Centric AI: Data preparation tuning - why & how by Fabiana Clemente | DCAI Summit 2022
41:13
Data-Centric AI Community
Enhancing ML with Data Profiles by Jeremy Goodsitt, PhD | Data-Centric AI Summit 2022
27:05
Data-Centric AI Community
Rethinking ML Development - A Data-Centric Approach by Jimmy Whitaker | Data-Centric AI Summit 2022
33:54
Data-Centric AI Community
AI – Moving Beyond the Software Industry by Kai Yang | Data-Centric AI Summit 2022
13:09
Data-Centric AI Community
Production Data-Centric AI and What It Means with Chad, Atalia, Fedor & Anupam | DCAI Summit 2022
1:00:27
Data-Centric AI Community
How to build better and fairer models with DCAI by Kevin Schawinski | Data-Centric AI Summit 2022
45:34
Data-Centric AI Community
Transforming Snowflake into a Feature Factory by Nicholas Schenone | Data-Centric AI Summit 2022
10:04
Data-Centric AI Community
Solving Data Discovery with Modern Metadata Platform by Pardhu Gunnam | Data-Centric AI Summit 2022
23:26
Data-Centric AI Community
Speech data representation for modern DL ecosystem by Piotr Zelasko | Data-Centric AI Summit 2022
11:24
Data-Centric AI Community
Search relevance evaluation using crowdsourcing by Sergey Koshelev | Data-Centric AI Summit 2022
11:36
Data-Centric AI Community
Leveraging Prediction Data for Model Retraining by Seth Clark | Data-Centric AI Summit 2022
12:17
Data-Centric AI Community
The Data Mesh: a new hope in the modern data stack by Stijn Christiaens | Data-Centric AI Summit
30:22
Data-Centric AI Community
From a simple CLI tool to a powerful platform by Victor Sonck | Data-Centric AI Summit 2022
27:59
Data-Centric AI Community
Data Centric AI Community presents: Data-Centric AI in the Real World with YData and Pachyderm
52:45