📚 Just completed "Day3: Market derivatives" in Finance League on @OpenLearn_nitj! #Learning #Progress #OpenLearn.

🚀 Just launched my first ML web app!. "Empowering Educators to Identify At-Risk Students Early" – built with Streamlit. Huge thanks to @VatsalKhanna55, @adexxhhh, @Ratinder_999 & all @OpenLearn_NITJ pathfinders for the constant guidance! 🙌. 🔗

📚 Just completed "What is Streamlit" in ML League on @OpenLearn_nitj! #Learning #Progress #OpenLearn.

📚 Just completed "Grid Search CV and Cross Validation Techniques" in ML League on @OpenLearn_nitj! #Learning #Progress #OpenLearn.

I'd raise ₹10 Cr via Bonds — fixed repayments & full control. If income's uncertain, Convertible Bonds offer flexibility: I keep ownership now, investors get future equity + bring funding, connections & mentorship. 🚀.

📚 Just completed "Financial Instruments" in Finance League on @OpenLearn_nitj! #Learning #Progress #OpenLearn. 💡 Task: How would I raise ₹10 Cr for my startup?.Check it in comments 👇.

📚 Just completed "Guide to Feature Engineering" in ML League on @OpenLearn_nitj! #Learning #Progress #OpenLearn.

📚 Just completed "Understanding Sklearn Pipelines" in ML League on @OpenLearn_nitj!.Loving the hands-on learning journey 🚀.🔗 Check out my work:. #Learning #Progress #OpenLearn #MachineLearning #ScikitLearn.

✅ Read today’s news headlines .Indian textile stocks surge up to 15%; US imposes 35% tariff on Bangladesh.Affects: Equity Market (India), Global Textile Trade, Export Market (Bangladesh). India emerges as a key beneficiary

✅ Summarise these concepts in your own words. A financial market is a platform where various financial securities—such as currencies, stocks, equities, government bonds, and more—are exchanged.

📚 Just completed "Intro to Financial Markets" in Finance League on @OpenLearn_nitj!.The blog by @thisisPrathamA was wonderfully clear and informative—highly recommend it! #Learning #Progress #OpenLearn.

📚 Just completed "Day0: How to actually remember stuff" in Finance League on @OpenLearn_nitj! #Learning #Progress #OpenLearn.

📚 Just completed the “Third Milestone” in Machine Learning with @OpenLearn_nitj! 🚀 #Learning #Progress #OpenLearn. Check out my Kaggle notebook showcasing KMeans clustering and t‑SNE visualization on the classic Digits dataset:. 🔗

📚 Just completed Day 16: Unsupervised Project Day in ML on @OpenLearn_nitj!.#MachineLearning #UnsupervisedLearning #OpenLearn #KMeans #Clustering. 🔗 Full code & analysis:.

📚 Day 15 done: Anomaly Detection with Isolation Forest & One-Class SVM on @OpenLearn_nitj!.Tested it on credit card fraud data—spotting the sneaky ones like a pro 💳🔍.#ML #Progress #OpenLearn.

📚 Just completed "Visualization using t-SNE" in ML on @OpenLearn_nitj!.✅ Tried perplexities 5, 20, 50 — saw how cluster shapes & separations change.✅ Labeled random points with real feature values (mean radius, texture, etc.).#Learning #Progress #OpenLearn.

📚 Just completed "Decoding PCA" in ML on @OpenLearn_nitj!.Reduced a 30-feature dataset to just 2 principal components using PCA — dimensionality reduction in action! 🚀.#Learning #MachineLearning #OpenLearn #PCA #DataScience.

📚 Just completed "Heard of Hierarchical Clustering?" in ML on @OpenLearn_nitj! #Learning #Progress #OpenLearn.

📚 Just completed "Understanding K-means Clustering" in ML on @OpenLearn_nitj! #Learning #Progress #OpenLearn.✅ Day 11 of OpenLearn.🚀 Bonus Task Completed: Implemented Linear Regression from scratch using NumPy!.#MachineLearning #DataScience.

📚 Just completed Task 2 from "Second Milestone" in ML on @OpenLearn_nitj!.🔬 Worked on the Avocado Ripeness dataset to explore classification techniques. 📎 Check out my notebook:.🔗 #ML #AvocadoRipeness #OpenLearn #KaggleNotebooks #LearningJourney.