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Chandni KohliMachine Learning, Python, Deep Learning, Image Pro
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To provide comprehensive and engaging instruction in Python programming, machine learning, image processing, and deep learning, fostering critical thinking and hands-on expertise in students.My teaching philosophy revolves around practical, hands-on learning, coupled with theoretical rigor to foster deep understanding and skill development.Proficiency in foundational concepts, object-oriented programming, and advanced topics such as file handling, error management, and multi-threading. Extensive experience with Python libraries like NumPy, Pandas, Matplotlib, Seaborn, and SciPy.Teaching foundational algorithms like regression, classification, clustering, and dimensionality reduction. Hands-on experience with Scikit-learn, TensorFlow, and PyTorch for building machine learning models. Special focus on feature engineering, model evaluation, and optimization.Expertise in processing and analyzing images using OpenCV.Knowledge of operations like filtering, segmentation, edge detection, and morphological transformations. Applications in medical imaging, object detection, and computer vision.
Subjects
Python Beginner-Intermediate
Machine Learning Beginner-Intermediate
Digital image processing Beginner-Intermediate
Deep learning with Python programming Beginner-Intermediate
Experience
Assistant Professor (Jan, 2017–Oct, 2023) at Jagan Institute of Management Studies
Education
M.Tech (Jul, 2017–Jul, 2020) from Indira Gandhi Delhi Technical University For Women, New Delhi
MCA (Aug, 2010–Dec, 2015) from Indira Gandhi Open University, New Delhi
BCA (Jun, 2007–Dec, 2010) from Indira Gandhi Open University, New Delhi