The Art of Analyzing Big Data- The Data Scientist's Toolbox

  • Lecture 1 - Introduction to Big Data Analysis [PDF] [PPTX]
  • Notebook 1 - Introduction to Big Data Analysis [HTML]
  • Homework 1 - Introduction to Big Data Analysis [HTML]
  • Homework 1 + Notebook 1 - Introduction to Big Data Analysis [ZIP]
  • Lecture 2 - Collecting, Analyzing, and Visualizing Data with Python Part I [PDF] [PPTX]
  • Notebook 2 - Collecting, Analyzing, and Visualizing Data with Python Part I [HTML]
  • Homework 2 - Collecting, Analyzing, and Visualizing Data with Python Part I [HTML]
  • Homework 2 + Notebook 2 - Collecting, Analyzing, and Visualizing Data with Python Part I [ZIP]
  • Lecture 3 - Collecting, Analyzing, and Visualizing Data with Python Part II [PDF] [PPTX]
  • Notebook 3 - Collecting, Analyzing, and Visualizing Data with Python Part II [HTML]
  • Homework 3 - Collecting, Analyzing, and Visualizing Data with Python Part II [HTML]
  • Homework 3 + Notebook 3 - Collecting, Analyzing, and Visualizing Data with Python Part II [ZIP]
  • Lecture 4 - Analyzing Massive Graphs - Part I [PDF] [PPTX]
  • Notebook 4 - Analyzing Massive Graphs - Part I [HTML]
  • Homework 4 - Analyzing Massive Graphs - Part I [HTML]
  • Homework 4 + Notebook 4 - Analyzing Massive Graphs - Part I [ZIP]
  • Lecture 5 - Analyzing Massive Graphs - Part II [PDF] [PPTX]
  • Notebook 5 - Analyzing Massive Graphs - Part II [HTML]
  • Homework 5 - Analyzing Massive Graphs - Part II [HTML]
  • Homework 5 + Notebook 5 - Analyzing Massive Graphs - Part II [ZIP]
  • Lecture 6 - From Unstructured Text to Structured Data - Part I [PDF] [PPTX]
  • Notebook 6 - From Unstructured Text to Structured Data - Part I [HTML]
  • Homework 6 - From Unstructured Text to Structured Data - Part I [HTML]
  • Homework 6 + Notebook 6 - From Unstructured Text to Structured Data - Part I [ZIP]
  • Notebook 7 - From Unstructured Text to Structured Data - Part II [HTML]
  • Homework 7 - From Unstructured Text to Structured Data - Part II [HTML]
  • Homework 7 + Notebook 7 - From Unstructured Text to Structured Data - Part II [ZIP]
  • Lecture 8 -Working with GEOLocation Data [PDF] [PPTX]
  • Notebook 8 - Working with GEOLocation Data [HTML]
  • Homework 8 - Working with GEOLocation Data [HTML]
  • Homework 8 + Notebook 8 - Working with GEOLocation Data [ZIP]
  • Lecture 9 - Hadoop and Spark [PDF] [PPTX]
  • Notebook 9 - Hadoop and Spark [HTML]
  • Homework 9 - Hadoop and Spark [HTML]
  • Homework 9 + Notebook 9 - Hadoop and Spark [ZIP]