Research/Blog
MEETING MINUTES FROM AI LAB SESSION ON SATURDAY 20TH JULY IN NOIDA
- July 20, 2019
- Posted by: CellStrat Editor
- Category: Uncategorized
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars
CellStrat AI Lab is making waves every week with new discussions in advanced AI and Machine Learning both online through webinars and offline in AILab sessions.
In the AI Lab last Saturday, the first session saw Vishal Singhal present the opportunities in AI and ML world, various jobs that can be taken up by newbies, monteory benefit this domain gives to both the businesses as well as employees there in. He spoke about how people are approaching in learning this domain and explained the role of a data scientist to newbies with a fun filled, interactive, physical activity with lego blocks.
Next came a superb and easily digestable presentation on “How to evaluate performance of Machine Learning Models” by Himanshu Sharma. Himanshu started with discussing how a software progra is different from a machine learning model and how it evolve over time with varied types of data. He took many examples to explain confusion metrics
and how people can check performance of the ML models by using various tactics like Accuracy, Precision-Recall, F1-Score, ROC Curve, AUC, Lift-Gain chart, Log-Loss Metrics, Regression Metrics, RMSE, RSquare and more.
Both sessions were highly appreciated by the audience for their simplcity and explainability.