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When Riley encountered an import error, Aditi calmly worked through the debugging process and adapted her plan to accommodate a technical limitation (not being able to share a screen). She also paused to re-explain for Alex, who joined late, ensuring no one was left behind.
Tutor · 29 days ago
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Aditi kept the session interactive by frequently checking in with Riley and Alex (“Let me know when you’re done typing this out,” “Does that make sense?”). She encouraged learners to share their thought process and questions, and she adapted when a technical issue arose (Riley’s DataLoader import). She also validated correct insights (like Riley’s analogy about studying evenly for a test).
Tutor · 29 days ago
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Thanks for hosting such an informative session, Aditi! I enjoyed our discussion a great deal too 👏🏼
Learner · 2 mo. ago
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She was really sweet and understanding.
Learner · 11 mo. ago
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Thank you for the in-depth explanation! The question makes sense now.
Learner · 1 yr. ago
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" It took me a lot of time to understand ap chemistry like it was a pretty brand new Ap. Science class for me, like the structure, and the pacing of the class was very new to me. So it took me some time to actually understand what worked best for me, but these are some of the tips that I thought worked best." This following quote by the tutor indicates that they try to relate their own experiences to make the learning environment more comfortable for the learner. Similar conversations show that tutor is in tune to how learners feel and tries to empathize and making the learning environment more open and friendly.
Tutor · 1 yr. ago
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Aditi created a very supportive, low-pressure environment thanking students for their patience, acknowledging the difficulty of college apps, and reinforcing their effort (“That’s a really good analogy,” “I’m glad you caught that”). Her tone was patient and inclusive, which clearly boosted learner confidence and comfort.
Tutor · 29 days ago
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Aditi demonstrated a strong command of the material, explaining not just what each line of code did but why it was necessary. Her explanation of concepts like transforms, train/test sets, and epochs was clear and conceptually grounded especially when she used analogies (e.g., “studying for a test” or “feeding a model in small batches like reading a textbook chapter by chapter”). These made abstract ML ideas more accessible.
Tutor · 29 days ago
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Thank you for welcoming me into the group! You were very encouraging even though some of the subtopics and content were hard to conceptualize, and we were able to successfully overcome my gaps of knowledge. After your session, I am feeling much more confident and ready for my test on Friday! I look forward to the rest of your AP Chemistry sessions as I prepare for the AP exam.
Learner · 9 mo. ago
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Aditi had wonderful explanations and she was very patient with all my questions. She was well-prepared and had an informative powerpoint. Thank you!!!
Learner · 11 mo. ago
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Thank you for your time and patience.
Learner · 1 yr. ago
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I loved how you explained step-by-step
Learner · 1 yr. ago
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