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Avatar for Madhuri Mahawar

Madhuri Mahawar

madhuri28
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Decks

Smart Manufacturing and Industrial Automation: ML, Digital Twins and Industry 4.0
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1
Predictive Maintenance and Condition Monitoring Using Machine Learning
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Intelligent Robotics and Autonomous Systems: Machine Learning Applications
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Machine Vision for Automated Inspection: ML-Based Quality Control
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1
Introduction to OpenCV and Scikit-learn
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19
Hierarchical Clustering: Agglomerative Clustering and Dendrogram Analysis
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2
Introduction to Clustering: Unsupervised Learning and Clustering Algorithms
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DBSCAN: Density-Based Clustering and Anomaly Detection
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K-Means Clustering Algorithm: Centroid-Based Unsupervised Learning
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Ensemble Learning: Bagging, Boosting and Model Combination
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XGBoost: Extreme Gradient Boosting for Efficient Machine Learning
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Random Forest: Ensemble Decision Trees with Random Sampling
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AdaBoost: Adaptive Boosting and Weighted Learning
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GUI Development with Tkinter
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36
Data Visualization with Matplotlib
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29
Python–MCU Interfacing Using pySerial
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28
HTTP APIs in Python
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54
Random Forest: From Decision Trees to Ensemble Learning
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3

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