Scaling to Huge Datasets & Online Learning

week 7: Scaling to Huge Datasets & Online Learning

machine_learning/3_classification/assigment/week7/.ipynb_checkpoints/quiz-week7-assignment-checkpoint.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Training Logistic Regression via Stochastic Gradient Ascent"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Question 1\n",
+    "\n",
+    "<img src=\"images/lec7_quiz01_pic01.png\">\n",
+    "\n",
+    "*Screenshot taken from [Coursera](https://www.coursera.org/learn/ml-classification/exam/UWEJn/training-logistic-regression-via-stochastic-gradient-ascent)*\n",
+    "\n",
+    "<!--TEASER_END-->"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Question 2\n",
+    "\n",
+    "<img src=\"images/lec7_quiz01_pic02.png\">\n",
+    "\n",
+    "*Screenshot taken from [Coursera](https://www.coursera.org/learn/ml-classification/exam/UWEJn/training-logistic-regression-via-stochastic-gradient-ascent)*\n",
+    "\n",
+    "<!--TEASER_END-->"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Question 3\n",
+    "\n",
+    "<img src=\"images/lec7_quiz01_pic03.png\">\n",
+    "\n",
+    "*Screenshot taken from [Coursera](https://www.coursera.org/learn/ml-classification/exam/UWEJn/training-logistic-regression-via-stochastic-gradient-ascent)*\n",
+    "\n",
+    "<!--TEASER_END-->"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Question 4\n",
+    "\n",
+    "<img src=\"images/lec7_quiz01_pic04.png\">\n",
+    "\n",
+    "*Screenshot taken from [Coursera](https://www.coursera.org/learn/ml-classification/exam/UWEJn/training-logistic-regression-via-stochastic-gradient-ascent)*\n",
+    "\n",
+    "<!--TEASER_END-->"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Question 5\n",
+    "\n",
+    "<img src=\"images/lec7_quiz01_pic05.png\">\n",
+    "\n",
+    "*Screenshot taken from [Coursera](https://www.coursera.org/learn/ml-classification/exam/UWEJn/training-logistic-regression-via-stochastic-gradient-ascent)*\n",
+    "\n",
+    "<!--TEASER_END-->"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Question 6\n",
+    "\n",
+    "<img src=\"images/lec7_quiz01_pic06.png\">\n",
+    "\n",
+    "*Screenshot taken from [Coursera](https://www.coursera.org/learn/ml-classification/exam/UWEJn/training-logistic-regression-via-stochastic-gradient-ascent)*\n",
+    "\n",
+    "<!--TEASER_END-->"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Question 7\n",
+    "\n",
+    "<img src=\"images/lec7_quiz01_pic07.png\">\n",
+    "\n",
+    "*Screenshot taken from [Coursera](https://www.coursera.org/learn/ml-classification/exam/UWEJn/training-logistic-regression-via-stochastic-gradient-ascent)*\n",
+    "\n",
+    "<!--TEASER_END-->"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Question 8\n",
+    "\n",
+    "<img src=\"images/lec7_quiz01_pic08.png\">\n",
+    "\n",
+    "*Screenshot taken from [Coursera](https://www.coursera.org/learn/ml-classification/exam/UWEJn/training-logistic-regression-via-stochastic-gradient-ascent)*\n",
+    "\n",
+    "<!--TEASER_END-->"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Question 9\n",
+    "\n",
+    "<img src=\"images/lec7_quiz01_pic09.png\">\n",
+    "\n",
+    "*Screenshot taken from [Coursera](https://www.coursera.org/learn/ml-classification/exam/UWEJn/training-logistic-regression-via-stochastic-gradient-ascent)*\n",
+    "\n",
+    "<!--TEASER_END-->"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Question 10\n",
+    "\n",
+    "<img src=\"images/lec7_quiz01_pic10.png\">\n",
+    "\n",
+    "*Screenshot taken from [Coursera](https://www.coursera.org/learn/ml-classification/exam/UWEJn/training-logistic-regression-via-stochastic-gradient-ascent)*\n",
+    "\n",
+    "<!--TEASER_END-->"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Question 11\n",
+    "\n",
+    "<img src=\"images/lec7_quiz01_pic11.png\">\n",
+    "\n",
+    "*Screenshot taken from [Coursera](https://www.coursera.org/learn/ml-classification/exam/UWEJn/training-logistic-regression-via-stochastic-gradient-ascent)*\n",
+    "\n",
+    "<!--TEASER_END-->"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Question 12\n",
+    "\n",
+    "<img src=\"images/lec7_quiz01_pic12.png\">\n",
+    "\n",
+    "*Screenshot taken from [Coursera](https://www.coursera.org/learn/ml-classification/exam/UWEJn/training-logistic-regression-via-stochastic-gradient-ascent)*\n",
+    "\n",
+    "<!--TEASER_END-->"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Question 13\n",
+    "\n",
+    "<img src=\"images/lec7_quiz01_pic13.png\">\n",
+    "\n",
+    "*Screenshot taken from [Coursera](https://www.coursera.org/learn/ml-classification/exam/UWEJn/training-logistic-regression-via-stochastic-gradient-ascent)*\n",
+    "\n",
+    "<!--TEASER_END-->"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 2",
+   "language": "python",
+   "name": "python2"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.11"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}