HEALLY

Excited to share this week's Substack from the Ayinde Lab: "Predicting Student Performance Using Regression Models." Our researchers, Arnav Ramnath Chatrathi & Saiakhil Chilaka, dive into how regression models like decision trees and linear regression can predict student grades based on attendance, study habits, and previous academic performance. Through extensive exploratory data analysis, thoughtful feature engineering, and rigorous model evaluation, we've identified key insights into factors influencing student performance. This research provides educators powerful tools to proactively support student success. Check out the full article(https://lnkd.in/eEhsXXFY) for more on our methodologies and findings—your thoughts and comments are greatly appreciated! #learning #thescienceoflearning #regression #dataanalysis #education #AYINDElab

AYINDE LAB weekly blog 2 is out! Before you build fancy models or make bold predictions, you need to explore, investigate, and uncover hidden patterns in your data. Think of Exploratory Data Analysis (EDA) as preparing your ingredients before cooking—you wouldn’t want to serve a dish without checking what’s fresh, missing, or unnecessary! At HEALLY, EDA powers our AI-driven insights, helping us refine learning recommendations and boost student engagement. In a recent analysis, we found that just 10% of students contributed nearly 80% of posts in an online learning community. With this knowledge, we designed AI-generated post suggestions to make participation more inclusive. Whether you're in marketing, finance, or education, mastering EDA unlocks smarter decisions, sharper insights, and impactful discoveries. Start simple: peek at your data, visualize trends, and ask the right questions. Every dataset has a story waiting to be told. Are you ready to uncover it? Read the full breakdown in this week’s AYINDE Lab post! #DataScience #EDA #AI #HEALLY #learning #AYINDElab

Edtech is changing the way students learn, and we’re joining this trend.???? 4 out of 5 college students say edtech solutions helped them improve their grades, and our work at HEALLY continues to revolutionize the industry!??

Exciting new read from Saiakhil Chilaka & Arnav Ramnath Chatrathi in the AYINDE Lab’s very first thought piece—hot off the press! Definitely worth checking out! #learning #HistoryOfAI #sociology

Are you fascinated by human learning, intrigued by the evolution of machine learning, or captivated by the rich history of education and how it intertwines with technology? Then you won’t want to miss the Ayinde Lab Weekly Blog Series—your new go-to source for fresh, thought-provoking insights straight from the heart of innovation hosted right here on HEALLY’s Linkedin. ??? Each week, will dive deep into the most compelling topics from The Ayinde Lab, breaking down complex ideas into digestible, creative discussions. Whether you're a tech enthusiast, educator, or lifelong learner, there’s something here for everyone. ?? BONUS: Every post comes with a free weekly synopsis paper, available via Substack subscription for those who want to take a deeper dive into our research. ?? What’s Next? This is just the beginning. As we grow, we’re laying the groundwork for a future podcast series, bringing these discussions to life with dynamic audio content and interviews. Feel free to reach out if you want to collab! ?? Subscribe on Substack to never miss a beat: https://lnkd.in/eEhsXXFY ?? Follow, Comment, and Share—Let’s build this community together! #AyindeLab #HEALLY #MachineLearning #HumanLearning #LearningTech #TechInnovation #WeeklyInsights #LifelongLearning

Studies show that e-learning boosts retention rates by 25-60%—and we're taking it even further with Heally Hub & Collabor8! ??Heally Hub personalizes learning for deeper understanding. ??Collabor8 fosters real-time collaboration for peer-driven success.

Big shoutout to our executives, Joseph Ayinde and Keshav Saxena, who traveled to Atlanta last weekend to represent us at The Global Student Entrepreneur Competition! Their dedication, passion, and hard work continue to inspire us, and we couldn’t be prouder to have them, at HEALLY. Excited to see what’s next! ???? Thanks to EO Atlanta for having us!

2024 has been an incredible year at HEALLY! ?? We’re so grateful for every milestone as we work to ensure everyone can #LearnSmart. Here’s to even bigger things in 2025!

?? Watch #5Questions with our CEO, Joseph Ayinde! Jo is at the heart of everything we do at HEALLY. Get to know him in the first episode of our new series, taking you #InsideHEALLY. ?? Don’t miss it!

We’re thrilled to announce that we’ve joined the NVIDIA Inception Program, which supports cutting-edge AI startups transforming industries. This milestone brings us closer to launching platforms where everyone can #LearnSmart!