Parul Pandey

Introduction to Python

Master the basics of data analysis in Python. Expand your skill set by learning scientific computing with numpy.

Introduction to R

Master the basics of data analysis by manipulating common data structures such as vectors, matrices and data frames.

Kaggle R Tutorial on Machine Learning

Always wanted to compete in a Kaggle machine learning competition but not sure you have the right skillset? This inte...

Intro to Python for Data Science (edX 1.1)

Lab exercises on Hello Python.

Intro to Python for Data Science (edX 1.2)

Lab exercises on Variables & Types.

Intro to Python for Data Science (edX 2.1)

Lab exercises on Lists.

Intro to Python for Data Science (edX 2.2)

Lab exercises on Subsetting Lists.

Intro to Python for Data Science (edX 2.3)

Lab exercises on List Manipulation.

Intro to Python for Data Science (edX 3.1)

Lab exercises on Functions.

Intro to Python for Data Science (edX 3.2)

Lab exercises on Methods.

Intro to Python for Data Science (edX 3.3)

Lab exercises on Packages.

Intro to Python for Data Science (edX 4.1)

Lab exercises on Numpy.

Intro to Python for Data Science (edX 4.2)

Lab exercises on 2D Numpy Arrays.

Intro to Python for Data Science (edX 4.3)

Lab exercises on Numpy Basic Statistics.

Intro to Python for Data Science (edX 5.1)

Lab exercises on Basic Plots with matplotlib.

Intro to Python for Data Science (edX 5.2)

Lab exercises on Histograms.

Intro to Python for Data Science (edX 5.3)

Lab exercises on Customization.

Intro to Python for Data Science (edX 6.1)

Lab exercises on Boolean Logic & Control Flow.

Intro to Python for Data Science (edX 6.2)

Lab exercises on Pandas.

Introduction to Python & Machine Learning (with Anal...

This course introduces basic concepts of data science, data exploration, preparation in Python and then prepares you...