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Confusion Matrix with Real-Life Examples || Artificial Intelligence || ~...

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Learn about the Confusion Matrix with Real-Life Examples. A confusion matrix is a table that shows how well an AI model makes predictions. It compares the actual results with the predicted ones and tells which are right or wrong. It includes True Positive (TP), False Positive (FP), False Negative (FN), and True Negative (TN). Video Chapters: Confusion Matrix in Artificial Intelligence 00:00 Introduction 00:12 Confusion Matrix 03:48 Metrices Derived from Confusion Matrix 04:26 Confusion Matrix Example 1 05:44 Confusion Matrix Example 2 08:10 Confusion Matrix Real-Life Uses #artificialintelligence #machinelearning #confusionmatrix #algorithm #optimization #research #happylearning #algorithms #meta #optimizationtechniques #swarmintelligence #swarm #artificialintelligence #machinelearning

Struggling with Research? Let's Make It Easy ~xRay Pixy

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Are you "Struggling with Research? Let's Make It Simple!" Video Chapters:  00:00 Introduction 00:57 Choose Research Area 01:57 Clarify Research Goals 03:58 Ask For Guidance from Mentor 04:37 Time Management 05:10 Learn Research Skills 06:09 Stay Organized 06:55 Learn New Concepts 07:09 Ask for Feedback 07:30 Maintain Ethical Standards 08:05 Review Existing Work 08:24 Define Research Objectives 08:41 Formulation 08:19 Data Collection 09:50 Analyze Results 10:06 Write Research Paper 10:23 Thesis Writing 10:37 Review Research Work 10:52 Presentation Time 11:16 Publish Your Research Work 11:27 Tools for Research Work  14:11 Outro
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