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labs
labs
matplotlib_examples
matplotlib_examples
.gitignore
.gitignore
HW0.ipynb
HW0.ipynb
HW0_solutions.ipynb
HW0_solutions.ipynb
HW1.ipynb
HW1.ipynb
HW1_solutions.ipynb
HW1_solutions.ipynb
HW2.ipynb
HW2.ipynb
HW2_solutions.ipynb
HW2_solutions.ipynb
HW3.ipynb
HW3.ipynb
HW3_solutions.ipynb
HW3_solutions.ipynb
HW4.ipynb
HW4.ipynb
HW4_solutions.ipynb
HW4_solutions.ipynb
HW5.ipynb
HW5.ipynb
HW5_solutions.ipynb
HW5_solutions.ipynb
InstructionsForAmazonEMR.ipynb
InstructionsForAmazonEMR.ipynb
LICENSE
LICENSE
README.md
README.md
computesim.py
computesim.py
computesim2.py
computesim2.py
imdb_top_10000.txt
imdb_top_10000.txt
lec_03_statistical_graphs.ipynb
lec_03_statistical_graphs.ipynb
lec_03_statistical_graphs_mpl_default.ipynb
lec_03_statistical_graphs_mpl_default.ipynb
lec_04_scraping.ipynb
lec_04_scraping.ipynb
lec_04_wrangling.ipynb
lec_04_wrangling.ipynb
lec_10_cross_val.ipynb
lec_10_cross_val.ipynb
skeleton.py
skeleton.py
Repository files navigation
README
MIT license
Welcome to CS109: Data Science
Official Course Page
Assignments
Homework 0
: Hello, world (
solutions
)
Homework 1
: Which of two things is larger? (
solutions
)
Homework 2
: Desperately Seeking Silver (
solutions
)
Homework 3
: Bayesian Tomatoes (
solutions
)
Homework 4
: Do We Really Need Chocolate Recommendations? (
solutions
)
Homework 5
: Networks and Congress (
solutions
)
Lecture Supplements
A gallery of statistical graphs with matplotlib
(see also the version with
default matplotlib styles
)
A rubric for data wrangling and exploratory data analysis
Web Scraping and Parsing Demo
Cross Validation: The Right and Wrong Way
Labs
Lab 2: Web Scraping
Lab 3: EDA, Pandas, Matplotlib
Lab 4: Scikit-Learn, Regression, PCA
Lab 5: Bias, Variance, Cross-Validation
Lab 6: Bayes, Linear Regression, and Metropolis Sampling
Lab 7: Gibbs Sampling
Lab 8: MapReduce
Lab 9: Networks
Lab 10: Support Vector Machines
Other Resources
Setting up Python
About
Official content for Harvard CS109
cs109.org
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