Applied Data Science

Data Science: Python

gitlab create project and upload file

Data Science: automation

Data Science lecture on Python

using dir in Python to determine functions and attributes of modules

using pandas melt to create tidy data in Jupyter with Python

Graphs

scaling of coin flips

clustering of numerical and text data

automation in Data Science

neo4j and py2neo used for detecting nepotism

Introduction to Data Science: Programming in Python 3

Python map filter reduce apply

Data Science

grading in Data 601

time series and linear regression

Introduction to Data Science

Data Science lecture on cost benefit analysis and ethics

Data Science: concurrency and profiling Python

Introduction to Data Science: clustering

debugging python and addressing errors

Benford's law example using loan data

cleaning empty columns and rows in a dataframe

Data Science lecture on time series

Python lambda

loading a CSV into Python with Jupyter using Pandas

time series data analysis and visualization

finding inconsistencies in time series data

timezones in Python

Introduction to Data Science: automation

Data Science: Python

Data Science: profiling python and concurrency

extract text from microsoft word document using Python

loading Python into Jupyter

Data Science lecture on scaling and estimation

error handling in Jupyter Python 3 notebooks

Python list comprehension

data cleanup and data characterization

Using Python in Jupyter

Data Science: getting data

parsing and exploring json using Python

time series in Data Science, part 2 of 2

data science in realtime: scaling test implementation

reading XML files

Data Science lecture on getting data