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Add qs for 3.3
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[
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{
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"question": "A Euclidean vector space of dimension \\( n \\) is denoted by:",
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"type": "multiple_choice",
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"answers": [
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{
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"answer": "\\(\\mathbb{R}^n\\)",
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"correct": true
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},
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{
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"answer": "\\(\\mathbb{C}^n\\)",
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"correct": false
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},
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{
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"answer": "\\(\\mathbb{Z}^n\\)",
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"correct": false
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},
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{
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"answer": "\\(\\mathbb{N}^n\\)",
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"correct": false
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}
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]
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},
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{
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"question": "A vector space is closed under scalar multiplication and vector addition.",
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"type": "multiple_choice",
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"answers": [
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{
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"answer": "True",
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"correct": true
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},
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{
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"answer": "False",
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"correct": false
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}
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]
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},
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{
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"question": "For any \\( n \\)-vector \\( \\mathbf{u} \\) and an \\( m \\times n \\) matrix \\( \\mathbf{M} \\), \\(\\mathbf{v} = \\mathbf{M} \\mathbf{u}\\) is an \\( m \\)-vector.",
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"type": "multiple_choice",
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"answers": [
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{
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"answer": "True",
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"correct": true
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},
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{
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"answer": "False",
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"correct": false
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}
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]
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},
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{
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"question": "In general, for matrix-vector multiplication, the length of the output vector depends only on the length of the input vector and not the direction in which that vector is pointing.",
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"type": "multiple_choice",
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"answers": [
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{
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"answer": "True",
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"correct": false
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},
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{
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"answer": "False",
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"correct": true
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}
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]
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},
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{
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"question": "When multiplying an \\( n \\)-vector by an \\( m \\times n \\) matrix, what is the dimensionality of the resulting vector?",
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"type": "multiple_choice",
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"answers": [
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{
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"answer": "n",
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"correct": false
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},
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{
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"answer": "m",
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"correct": true
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},
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{
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"answer": "m + n",
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"correct": false
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},
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{
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"answer": "m - n",
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"correct": false
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}
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]
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},
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{
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"question": "What geometric shape does a linear transformation map a square region into in 2-D space?",
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"type": "multiple_choice",
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"answers": [
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{
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"answer": "A parallelogram.",
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"correct": true
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},
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{
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"answer": "A circle.",
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"correct": false
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},
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{
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"answer": "A triangle.",
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"correct": false
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},
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{
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"answer": "A square.",
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"correct": false
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}
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]
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}
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]

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