Jun 14, 2022A Simplistic approach to understand working of kernels in SVMSupport vector machines (SVM) are one of the most robust and accurate ML algorithms. In SVMs, Kernel plays a vital role. They are very helpful in solving a no-linear problem by using a linear classifier. SVM uses kernel-trick for transforming the data points and creating an optimal decision boundary. In…2 min read2 min read
Jun 1, 2022How can wearables be used to avoid traffic accidents using technologies like AI/ML/IoT ?I got the opportunity to participate in analytics competition conducted by Accenture Digital during my first year MBA at IIT Kharagpur. This article is based on our submission. I would like to thanks my teammates Shubham and Abhishek for their contribution. Before we can suggest ways to prevent traffic accidents…AI4 min readAI4 min read
Mar 19, 2022Insights from Flight Delay Data VisualizationIntroduction This work was the winning solution submitted by me and my teammate Shubham Gupta in Analytics competition organized by Analytics Club of IIM Indore. You can download the case from here and data from here. You can also download the code from my Github profile. Objective: The objective of the…Analytics9 min readAnalytics9 min read
Apr 5, 2021How organizations design & structure delivers during adversities- Learnings during Pandemic outbreak?Although the world faced its worst adversity in decades by the outbreak of the COVID-19 pandemic, many organizations swiftly bounced back from it by turning their times of adversities into opportunities. It shattered many myths around how an organization works and business processes were re-engineered and revamped to maintain their…Pandemic4 min readPandemic4 min read
Published in Analytics Vidhya·Apr 2, 2021Building a Competitive Pokémon Team using Analytics and Fight Simulation VisualizationI recently, along with my teammates (Shubham and Harshit ) participated in an Analytics Competition which was organized by Information Management and Analytics Club, IMI Delhi where we emerged as winner. …Analytics8 min readAnalytics8 min read
