PCAImplementations.ipynb

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    "**IMPLEMENTING PCA**\n",
    "\n",
    "We will compare two implementations of PCA, one with 95% of the components retained and another version with a specified number of 10 components"
   ]
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   "source": [
    "pca = PCA(0.95)\n",
    "\n",
    "pca_transformed = pca.fit_transform(scaled_x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 376,
   "metadata": {},
   "outputs": [],
   "source": [
    "pca2 = PCA(10)\n",
    "\n",
    "pca_transformed2 = pca2.fit_transform(scaled_x)"
   ]
  }
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