Data Manipulation

This course will introduce the learner to the basics of the python programming environment, including fundamental python programming techniques such as lambdas, reading and manipulating csv files, and the numpy library. The course will introduce data manipulation and cleaning techniques using the popular python pandas data science library and [...]

Data analysis has replaced data acquisition as the bottleneck to evidence-based decision making --- we are drowning in it. Extracting knowledge from large, heterogeneous, and noisy datasets requires not only powerful computing resources, but the programming abstractions to use them effectively. The abstractions that emerged in the last decade [...]

Discover Structured Query Language (SQL) programming basics in relation to database management and data manipulation. This course can provide you with an overview of topics like joins, database schemas, database design and importing data into a database. Develop the skills necessary to create structured database environments using a relational [...]

This class will teach you the end-to-end process of investigating data through a machine learning lens. Learn online, with Udacity. Machine Learning is a first-class ticket to the most exciting careers in data analysis today. As data sources proliferate along with the computing power to process them, going straight [...]

Learn what it takes to become a data scientist. The Introduction to Data Science class will survey the foundational topics in data science, namely: Data Manipulation; Data Analysis with Statistics and Machine Learning; Data Communication with Information Visualization; Data at Scale -- Working with Big [...]