IEOR 135 / 290

Applied Data Science with Venture Applications

A UC Berkeley class

Link to course website & syllabus

Teaching team Fall 2017:

Instructor: Ikhlaq Sidhu
Head-TA: Alexander Fred Ojala
GSI: Sana Iqbal
TA: Kevin Li

First lecture chage

Name		Name	Last commit message	Last commit date
00-install-setup_anaconda-and-git		00-install-setup_anaconda-and-git
00-mixer		00-mixer
01-introduction		01-introduction
02a-tools-numpy		02a-tools-numpy
02b-tools-pandas_intro-mplib_afo		02b-tools-pandas_intro-mplib_afo
02c-tools-python-viz-matplotlib_afo		02c-tools-python-viz-matplotlib_afo
03-theory-data-as-signal-w-correlation		03-theory-data-as-signal-w-correlation
03-tools-webscraping-crawling_api_afo		03-tools-webscraping-crawling_api_afo
04a-theory-prediction-classification-primer_is		04a-theory-prediction-classification-primer_is
04c-tools-skl-classify-iris_add_regression_si		04c-tools-skl-classify-iris_add_regression_si
05a-tools-predicition-titanic_add_10min-skl_intro_afo		05a-tools-predicition-titanic_add_10min-skl_intro_afo
05b-theory-ml-overivew		05b-theory-ml-overivew
05c-theory-tools-regularization		05c-theory-tools-regularization
06a-theory-neural_net		06a-theory-neural_net
06b-tools-tensorflow		06b-tools-tensorflow
06c-convolution_and_cnn_afo		06c-convolution_and_cnn_afo
06d-tools-cnn-image-classification-cats-dogs		06d-tools-cnn-image-classification-cats-dogs
07a-tools-nlp-sentiment_add_missing_si		07a-tools-nlp-sentiment_add_missing_si
07b-tools-word2vec_add_missing_si		07b-tools-word2vec_add_missing_si
08b-theory-loss-vs-risk		08b-theory-loss-vs-risk
08b-theory-ml-trees		08b-theory-ml-trees
09a-sql		09a-sql
09b-tools-spark_extend_afo		09b-tools-spark_extend_afo
09c-theory-data-signal-lti-spectral_with application		09c-theory-data-signal-lti-spectral_with application
09d-application-blockchain		09d-application-blockchain
10-tbd-reinforcement_primer		10-tbd-reinforcement_primer
Homework		Homework
application-exmples/recommendation engines		application-exmples/recommendation engines
code_blocks		code_blocks
imgsource		imgsource
project		project
x-archive		x-archive
README.md		README.md

Navigation Menu

Repository navigation

About

Repository files navigation

IEOR 135 / 290

Applied Data Science with Venture Applications

Teaching team Fall 2017:

About

Releases

Packages

Contributors

Languages

Latest commit

History

Folders and files

Repository files navigation

IEOR 135 / 290

Applied Data Science with Venture Applications

Teaching team Fall 2017:

About

Resources

Stars

Watchers

Forks

Releases

Packages

Contributors

Languages