Causal AI, also known as deterministic AI, is revolutionizing the way organizations understand the causes and effects of events or behaviors. Unlike traditional correlation-based machine learning, which only predicts probabilities, causal AI uses fault-tree analysis to determine the precise root cause of issues. This systematic approach allows for automatic... https://www.dynatrace.com/news/blog/what-is-causal-ai-deterministic-ai/ #CausalAI #DataDrivenDecisions #ImproveDevOps #softcorpremium

Extraction of causal DAGs from text using DALL-E
#causalinference #causality #causalai
https://qbnets.wordpress.com/2023/03/28/how-to-use-dall-e-to-create-a-comic-book-from-a-short-story-or-novel/

#causalinference #causality #causalai

Check out my free, open source, Python software called "SCuMpy".

SCuMpy does Causal Inference with linear SCM (SEM), both symbolically (using SymPy) and numerically (using NumPy and Pandas)

SCuMpy can handle DAGs without and with feedback loops. Feedback loops are useful for analyzing time series (a.k.a. panel data)

https://qbnets.wordpress.com/2023/03/05/scumpy-ready-to-rumba-my-software-scumpy-can-now-be-trained-with-time-series-a-k-a-panel-data/

#causalinference #causality #causalai

Check out my free, open source book entitled "Bayesuvius" about Bayesian Networks and Causal Inference (750 pages)

https://qbnets.wordpress.com/2020/11/30/my-free-book-bayesuvius-on-bayesian-networks/

#causalinference #causality #causalai #chatgpt #llm

https://qbnets.wordpress.com/2023/01/05/spock-gpt/

Day 2⃣ of the Causal Data Science Meeting 2⃣0⃣2⃣2⃣ with a great program and a fantastic keynote by
Silvia Chiappa from DeepMind later this evening. #CDSM22 #Causality #CausalAI #DataScience

Link to the program: https://www.causalscience.org/meeting/programme/programme-2022/

Start of the Causal Data Science Meeting 2022. Two days with a fantastic program, including two great keynotes and an industry round table. #CDSM22 #Causality #CausalAI #DataScience