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Week 1 & 2 9
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Introduction to Artificial IntelligenceLecture1.1
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Understanding Artificial IntelligenceLecture1.2
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Branches of AILecture1.3
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Introduction to Machine LearningLecture1.4
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Types of Machine LearningLecture1.5
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Linear RegressionLecture1.6
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Cost Function for Linear RegressionLecture1.7
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Logistic RegressionLecture1.8
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Cost Function for Logistic RegressionLecture1.9
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Week 3 & 4 6
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Artificial Neural Network & Deep LearningLecture2.1
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Forward PropagationLecture2.2
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Back PropagationLecture2.3
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K-Means AlgorithmLecture2.4
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Cost Function & Elbow MethodLecture2.5
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Mini and Major Project with Doubt Solving SessionsLecture2.6
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Cost Function & Elbow Method
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