Applied Data Science

@UCl21PtvimDYBtDafVUAz06A - 558 subscribers

A collection of lecture screen casts taught at UMBC for Fall 2018 and Spring 2019 semesters. Also, a few tutorial videos.

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Data Science lecture on cost benefit analysis and ethics

Data Science lecture on cost benefit analysis and ethics Applied Data Science

368 views - 5 years ago

Data Science: profiling python and concurrency

Data Science: profiling python and concurrency Applied Data Science

112 views - 5 years ago

Data Science lecture on scaling and estimation

Data Science lecture on scaling and estimation Applied Data Science

142 views - 5 years ago

Data Science Applied Data Science

352 views - 5 years ago

gitlab create project and upload file

gitlab create project and upload file Applied Data Science

39.7K views - 5 years ago

neo4j and py2neo used for detecting nepotism

neo4j and py2neo used for detecting nepotism Applied Data Science

1.1K views - 5 years ago

Graphs Applied Data Science

99 views - 6 years ago

clustering of numerical and text data

clustering of numerical and text data Applied Data Science

1.7K views - 6 years ago

loading Python into Jupyter

loading Python into Jupyter Applied Data Science

46 views - 6 years ago

debugging python and addressing errors

debugging python and addressing errors Applied Data Science

50 views - 6 years ago

time series in Data Science, part 2 of 2

time series in Data Science, part 2 of 2 Applied Data Science

93 views - 6 years ago

Data Science lecture on time series

Data Science lecture on time series Applied Data Science

214 views - 6 years ago

automation in Data Science

automation in Data Science Applied Data Science

80 views - 6 years ago

data cleanup and data characterization

data cleanup and data characterization Applied Data Science

97 views - 6 years ago

Data Science lecture on getting data

Data Science lecture on getting data Applied Data Science

40 views - 6 years ago

extract text from microsoft word document using Python

extract text from microsoft word document using Python Applied Data Science

30.1K views - 6 years ago

error handling in Jupyter Python 3 notebooks

error handling in Jupyter Python 3 notebooks Applied Data Science

3.2K views - 6 years ago

reading XML files

reading XML files Applied Data Science

312 views - 6 years ago

parsing and exploring json using Python

parsing and exploring json using Python Applied Data Science

155 views - 6 years ago

loading a CSV into Python with Jupyter using Pandas

loading a CSV into Python with Jupyter using Pandas Applied Data Science

107 views - 6 years ago

Data Science lecture on Python

Data Science lecture on Python Applied Data Science

104 views - 6 years ago

Introduction to Data Science

Introduction to Data Science Applied Data Science

139 views - 6 years ago

grading in Data 601

grading in Data 601 Applied Data Science

97 views - 6 years ago

using pandas melt to create tidy data in Jupyter with Python

using pandas melt to create tidy data in Jupyter with Python Applied Data Science

6.5K views - 6 years ago

preparing data for machine learning

preparing data for machine learning Applied Data Science

84 views - 6 years ago

cost benefit modeling and ethics

cost benefit modeling and ethics Applied Data Science

41 views - 6 years ago

concurrency and transitions

concurrency and transitions Applied Data Science

15 views - 6 years ago

scaling and estimation

scaling and estimation Applied Data Science

43 views - 6 years ago

Data Science: concurrency and profiling Python

Data Science: concurrency and profiling Python Applied Data Science

49 views - 6 years ago

Python map filter reduce apply

Python map filter reduce apply Applied Data Science

53 views - 6 years ago

Python list comprehension

Python list comprehension Applied Data Science

126 views - 6 years ago

Python lambda Applied Data Science

23 views - 6 years ago

graphs Applied Data Science

8 views - 6 years ago

normalization of categorical data

normalization of categorical data Applied Data Science

531 views - 6 years ago

time series and linear regression

time series and linear regression Applied Data Science

1K views - 6 years ago

clustering numerical data and text data

clustering numerical data and text data Applied Data Science

4.8K views - 6 years ago

timezones in Python

timezones in Python Applied Data Science

274 views - 6 years ago

finding inconsistencies in time series data

finding inconsistencies in time series data Applied Data Science

83 views - 6 years ago

Data Science: math

Data Science: math Applied Data Science

96 views - 6 years ago

scaling of coin flips

scaling of coin flips Applied Data Science

13 views - 6 years ago

match a sequence of coin flips using Python

match a sequence of coin flips using Python Applied Data Science

481 views - 6 years ago

time series data analysis and visualization

time series data analysis and visualization Applied Data Science

190 views - 6 years ago

Data Science: automation

Data Science: automation Applied Data Science

17 views - 6 years ago

Data Science: data cleanup

Data Science: data cleanup Applied Data Science

45 views - 6 years ago

Data Science: getting data

Data Science: getting data Applied Data Science

42 views - 6 years ago

cleaning empty columns and rows in a dataframe

cleaning empty columns and rows in a dataframe Applied Data Science

676 views - 6 years ago

Python missingno library for visualization of dataframe spareness

Python missingno library for visualization of dataframe spareness Applied Data Science

1.6K views - 6 years ago

using dir in Python to determine functions and attributes of modules

using dir in Python to determine functions and attributes of modules Applied Data Science

153 views - 6 years ago

Benford's law example using loan data

Benford's law example using loan data Applied Data Science

2.5K views - 6 years ago

Data Science: Python

Data Science: Python Applied Data Science

75 views - 6 years ago

Introduction to Data Science at UMBC

Introduction to Data Science at UMBC Applied Data Science

190 views - 6 years ago

Using Python in Jupyter

Using Python in Jupyter Applied Data Science

37 views - 6 years ago

welcome to class

welcome to class Applied Data Science

44 views - 6 years ago

How to use Blackboard Collaborate Ultra

How to use Blackboard Collaborate Ultra Applied Data Science

57 views - 6 years ago

blackboard to YouTube

blackboard to YouTube Applied Data Science

10 views - 6 years ago

Introduction to Data Science: Estimation, neo4j, big data, scaling

Introduction to Data Science: Estimation, neo4j, big data, scaling Applied Data Science

59 views - 6 years ago

Introduction to Data Science: data cleanup

Introduction to Data Science: data cleanup Applied Data Science

58 views - 6 years ago

Introduction to Data Science: concurrency

Introduction to Data Science: concurrency Applied Data Science

23 views - 6 years ago

Introduction to Data Science: cost-benefit and ethics

Introduction to Data Science: cost-benefit and ethics Applied Data Science

25 views - 6 years ago

Introduction to Data Science: time series

Introduction to Data Science: time series Applied Data Science

18 views - 6 years ago