Image: Photo by Tolu Olubode on UnsplashIn a recent post I offered a few predictions on how the Biden Administration may change the AI playing field. The main takeaway is that AI regulation is coming sooner than you think, and that you had better start preparing by implementing internal AI governance. If you operate in North America, it’ll help you to get ahead of regulators … [Read more...] about Using AI? You may want to start conducting Human Rights Impact Assessments (HRIA)
Artificial Intelligence
forward chaining and backward chaining in artificial intelligence
Forward ChainingBackward ChainingIt is a strategy of an expert system to answer the question, “What can happen next?”Here, the Inference Engine follows the chain of conditions and derivations and finally deduces the outcome. It considers all the facts and rules, and sorts them before concluding to a solution.This strategy is followed for working on conclusion, result, or … [Read more...] about forward chaining and backward chaining in artificial intelligence
GME and S&P500 correlation
The correlation is -0.31913841654250047 and the p-value is 0.0508We can see that there is significant statistical evidence (borderline significance) that when GME goes up, SP500 goes down.In other words, there is a negative correlation of -0.32 between the GME and S&P500 price.One logical explanation could be that the hedge funds unload other assets to cover their short … [Read more...] about GME and S&P500 correlation
Stock Price Analysis via Python using Hindustan Unilever Limited Dataset 6
Module 6: Clustering for Diversification AnalysisClustering is a method of unsupervised learning and is a common technique for statistical data analysis used in many fields.Clustering is a Machine Learning technique that involves the grouping of data points. Given a set of data points, we can use a clustering algorithm to classify each data point into a specific group. In … [Read more...] about Stock Price Analysis via Python using Hindustan Unilever Limited Dataset 6
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Refugee Resettlement Via AI
As the world faces its largest crisis of displaced people since World War II, a new algorithm developed by Stanford researchers could help countries resettle refugees in a way that boosts their employment success and overall integration.The group, headed by Stanford’s Immigration Policy Lab, utilized a machine learning algorithm to analyze historical data on refugee … [Read more...] about Refugee Resettlement Via AI
Episode III: Distributed Messaging Systems in Autonomous Vehicles
In the last article, we evaluated Kalman filters as a tool to reduce the flood of sensor data and mollify data disparity to generate an accurate depiction of the autonomous vehicle’s (AV) environment. Likewise, we surveyed perception based machine learning algorithms that drive the decision making processes within an AV. Check out the previous article here!The landscape of the … [Read more...] about Episode III: Distributed Messaging Systems in Autonomous Vehicles
Is Artificial Intelligence Right for Your Business?
Businesses in every sector use Artificial Intelligence or Machine Learning software to run their business.Online retailers use augmented reality combined with AI to create virtual showrooms with 360-degree views to provide buyers enhanced shopping experiences for everything from cars to clothes to furniture. Hiring? Human Resources departments use AI-assisted filters to detect … [Read more...] about Is Artificial Intelligence Right for Your Business?
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How to Boost Pandas Functions with Python Dictionaries
Explained with examplesPhoto by Bill Jelen on UnsplashPandas is a highly popular data analysis and manipulation library. Thanks to the simple and intuitive Python syntax, Pandas is usually the first choice for aspiring data scientist. Its powerful and efficient functions make a great amount of experienced data scientists to prefer Pandas as well.Pandas provides a rich selection … [Read more...] about How to Boost Pandas Functions with Python Dictionaries