Mahesh Chandra @mahesh__26

M.S. Data Science student | Exploring Machine Learning, AI & Data-Driven Solutions | Future Data Scientist 🚀 Chandigarh, India Joined March 2023

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261

Shraddha Bharuka @BharukaShraddha

a week ago

𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 🚨 📘 Introduction to Machine Learning Systems 👨🏫 By a Harvard Professor 📄 2,048 Pages of Pure ML Gold Want it? 👇 1️⃣ Like, Retweet & Reply "ML" 2️⃣ Follow (I’ll DM the book) 🔥 Don’t miss out—this will NOT stay free forever.

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Mahesh Chandra @mahesh__26

4 weeks ago

Hey #AI and #ML folks, quick question for you: How much do you actually use Data Structures & Algorithms (DSA) in your day-to-day work? I'm genuinely curious! 🤔 #DataScience #Programming #Developer

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Mahesh Chandra @mahesh__26

a month ago

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Mahesh Chandra @mahesh__26

a month ago

Just finished building my first chatbot with ML 🤖 Now the big question… how do I make it live so friends can play with it? 👀 Thinking of: ->GitHub Pages (but that’s only static 😅) ->Hugging Face Spaces ->Streamlit Cloud ->Heroku/Render Any suggestions from the tech fam? 🙌

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Mahesh Chandra @mahesh__26

a month ago

Building my first chatbot! 🤖 I know a rule-based approach isn't the most advanced, but using logistic regression feels like a great starting point. I know I'll learn a ton from this project. #AI #MachineLearning

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Mahesh Chandra @mahesh__26

6 months ago

🚀 Trained a Random Forest for binary classification & tuned the threshold via ROC Curve (Optimal = 0.7134). But now… ALL predictions are 1s! 😳

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Mahesh Chandra @mahesh__26

7 months ago

We are the champions 💪 🏆🏆

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Mahesh Chandra @mahesh__26

7 months ago

Submitted my first Kaggle competition! Used a Random Forest classifier with hyperparameter tuning and cross-validation. The initial score is low, but there's plenty of room for improvement. Excited to refine the model further! 🤖🤖 #MachineLearning #Kaggle

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Mahesh Chandra @mahesh__26

7 months ago

Why does this happen every time I do cross-validation using GridSearchCV? There are only 6480 fits, and it is taking more than 10 minutes.

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Mahesh Chandra @mahesh__26

7 months ago

🤖🤖Just completed ML course from kaggle. Course outcomes: - Learned about pipelines. - Learned about cross-validation - Learned about XGBoost #machinelearning #AI

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Mahesh Chandra @mahesh__26

7 months ago

ML pipelines streamline workflows by automating data preprocessing, model training & evaluation. 🔄 From raw data to predictions, it's all about efficiency!

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Mahesh Chandra @mahesh__26

8 months ago

🤖🧑‍💻Excited to start my deep learning journey! Any tips for a newbie? #deeplearning #machinelearning #AI

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Mahesh Chandra @mahesh__26

9 months ago

"Just dove into k-means clustering! 🎯 Learning how to find the optimal number of clusters using the elbow method. 📊 Watching those SSE curves bend is oddly satisfying. #MachineLearning #DataScience"