PinnedShruti MisraInterpretable AI: Decision TreesIn my previous posts, I addressed interpretability when it comes to linear and logistic regression. Both of these models are fairly…Jul 13, 2023Jul 13, 2023
PinnedShruti MisraInterpretable AI: Logistic RegressionIn my previous post, I went over how to interpret Linear Regression models. However, linear regression models don’t work well for…Jun 15, 2023Jun 15, 2023
PinnedShruti MisraInterpretable AI: Linear RegressionLinear regression is one of the simplest predictive methods in AI/ML. The model predicts the output as a weighted sum of the inputs. The…Jun 6, 2023Jun 6, 2023
Shruti MisraWhen A/B Testing Doesn’t Work…Part IIIn my previous post, I talked about difference-in-difference techniques for significance testing when A/B testing does not work…Nov 9, 2023Nov 9, 2023
Shruti MisraWhen A/B Testing Doesn’t Work…As I dove into understanding A/B testing to determine the impact of a product or business change, I always had one question in mind:Oct 10, 2023Oct 10, 2023
Shruti MisraFun Project Alert! IoT Mood Light!A couple of years ago for Christmas, I asked my family for a little DIY mood light from Adafruit. I wanted to connect this light to a very…Aug 31, 2023Aug 31, 2023
Shruti MisraIntroduction to Interpretable AIInterpretable AI is AI for which humans can understand the reasoning behind why a particular model made a prediction. There is no real…Jun 6, 2023Jun 6, 2023
Shruti MisraReflections: The Code by Margaret O’MaraI finally finished reading Margaret O’Mara’s The Code, a fairly comprehensive yet accessible glimpse into the history of Silicon Valley. I…May 3, 2023May 3, 2023
Shruti MisraLessons from Conducting Ineffective InterviewsOver a year ago, I wrote about how I was taking baby steps and learning to use interviews as a research method, especially as someone…Jan 30, 2023Jan 30, 2023
Shruti MisraWhat’s Cooking?Notes from Kaggle’s NLP Competition (using Python)Dec 11, 2022Dec 11, 2022