## 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 [Colab] [Notebook] [HTML]
- Homework 1 - Introduction to Big Data Analysis [Colab]

- Lecture 2 - Collecting, Analyzing, and Visualizing Data with Python Part I [PDF] [PPTX]
- Notebook 2 - Collecting, Analyzing, and Visualizing Data with Python Part I [Colab] [Notebook] [HTML]
- Homework 2 - Collecting, Analyzing, and Visualizing Data with Python Part I [Colab]

- Lecture 3 - Collecting, Analyzing, and Visualizing Data with Python Part II [PDF] [PPTX]
- Notebook 3 - Collecting, Analyzing, and Visualizing Data with Python Part II [Colab] [Notebook] [HTML]
- Homework 3 - Collecting, Analyzing, and Visualizing Data with Python Part II [Colab]

- Lecture 4 - Analyzing Massive Graphs - Part I [PDF] [PPTX]
- Notebook 4 - Analyzing Massive Graphs - Part I [Colab] [Notebook] [HTML]
- Homework 4 - Analyzing Massive Graphs - Part I [Colab]

- Lecture 5 - Analyzing Massive Graphs - Part II [PDF] [PPTX]
- Notebook 5 - Analyzing Massive Graphs - Part II [Colab] [Notebook] [HTML]
- Homework 5 - Analyzing Massive Graphs - Part II [Colab]

- Lecture 6 - From Unstructured Text to Structured Data - Part I [PDF] [PPTX]
- Notebook 6 - From Unstructured Text to Structured Data - Part I [Colab] [Notebook] [HTML]
- Homework 6 - From Unstructured Text to Structured Data - Part I [Colab]

- Notebook 7 - From Unstructured Text to Structured Data - Part II [Colab] [Notebook] [HTML]
- Homework 7 - From Unstructured Text to Structured Data - Part II [Colab]

- Lecture 8 -Working with GEOLocation Data [PDF] [PPTX]
- Notebook 8 - Working with GEOLocation Data [Colab] [Notebook] [HTML]
- Homework 8 - Working with GEOLocation Data [Colab]

- Notebook 9 - Extracting Data from Images and Sounds [Colab] [Notebook] [HTML]
- Homework 9 - Extracting Data from Images and Sounds [Colab]